diff --git a/.gitattributes b/.gitattributes
index 54453b54b6c0c02f2414122197a404cac0210217..02ad367c66717c4d955b05fd24d1d49cefc90596 100644
--- a/.gitattributes
+++ b/.gitattributes
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diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_000.json b/eval_out/per_prompt/cf_ffff/overall_consistency_000.json
new file mode 100644
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--- /dev/null
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+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
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+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 683,
+  "prompt_suite": "overall_consistency",
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+  "prompt": "A close-up view of a cluster of vibrant green grapes on a rotating glass table under soft, diffused lighting. The grapes are large and plump, reflecting the gentle light as they rotate slowly, showcasing their smooth, shiny surfaces. The background is blurred, focusing attention solely on the grapes and their subtle reflections. The camera remains static, capturing the serene and detailed motion of the rotating grapes. Close-up shot.",
+  "original_prompt": "Close up of grapes on a rotating table.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/000.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.644729614258,
+  "excluded_context_kv_latency_ms": 783.2194900512695,
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+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
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+    "psnr": 120.0,
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diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_001.json b/eval_out/per_prompt/cf_ffff/overall_consistency_001.json
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--- /dev/null
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+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
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+  "method": "none",
+  "param": null,
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+  "target_speedup": 1.0,
+  "global_index": 684,
+  "prompt_suite": "overall_consistency",
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+  "prompt": "A single green sea turtle gracefully swimming through the vast, clear waters of the ocean. The turtle has a smooth, rounded shell with brown and olive patterns, and flippers that move rhythmically as it propels itself forward. Schools of colorful fish swim alongside, adding to the vibrant marine life. The sunlight filters through the water, creating gentle beams and highlighting the soft, turquoise hues of the ocean. The background shows a few coral reefs and patches of seaweed swaying gently with the current. Shot from an underwater perspective, medium close-up focusing on the turtle.",
+  "original_prompt": "Turtle swimming in ocean.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/001.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3158.591972351074,
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diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_002.json b/eval_out/per_prompt/cf_ffff/overall_consistency_002.json
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--- /dev/null
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+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 685,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 2,
+  "prompt": "A stormtrooper from the Star Wars universe, clad in pristine white armor with a black helmet, is meticulously vacuuming a sandy beach. He bends down slightly, moving the vacuum cleaner back and forth across the sand with purposeful motions. His gloved hand firmly grips the handle of the vacuum as he navigates around rocks and debris. The sun sets behind him, casting long shadows and giving the scene a dramatic, golden glow. The background shows crashing waves and seagulls flying overhead. Medium close-up shot, focusing on the stormtrooper's actions and the sweeping motion of the vacuum.",
+  "original_prompt": "A storm trooper vacuuming the beach.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/002.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3170.6381912231445,
+  "excluded_context_kv_latency_ms": 788.6098327636719,
+  "wall_generation_s": 5.717004060745239,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
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+    "psnr": 120.0,
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+    "lpips": 0.0,
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+    "middle_compute_equivalent": 14.0
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+}
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diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_003.json b/eval_out/per_prompt/cf_ffff/overall_consistency_003.json
new file mode 100644
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--- /dev/null
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@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
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+  "target_speedup": 1.0,
+  "global_index": 686,
+  "prompt_suite": "overall_consistency",
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+  "prompt": "A large, black-and-white panda stands confidently on a surfboard in the golden hour of sunset over the ocean. The panda has a playful expression, with its front paws resting lightly on the board. The waves gently roll around the surfboard, and the sky is painted with warm hues of orange and pink. The water is calm, reflecting the vibrant colors of the setting sun. The scene captures the serene beauty of the ocean at twilight. Medium shot focusing on the panda and the surfboard, with the horizon and sunset visible in the background.",
+  "original_prompt": "A panda standing on a surfboard in the ocean in sunset.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/003.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3167.2433166503906,
+  "excluded_context_kv_latency_ms": 789.0078887939453,
+  "wall_generation_s": 5.718858480453491,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
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+    "psnr": 120.0,
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diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_004.json b/eval_out/per_prompt/cf_ffff/overall_consistency_004.json
new file mode 100644
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--- /dev/null
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@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 687,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 4,
+  "prompt": "A serene sunny afternoon scene featuring an astronaut in a sleek, white spacesuit with a reflective visor, feeding ducks at a tranquil pond. The astronaut bends gently at the waist, holding a handful of bread crumbs towards the ducks, which are swimming close to the surface. The water reflects the clear blue sky and the astronaut's figure, creating a harmonious mirror image. The surrounding environment includes lush green grass and blooming flowers, enhancing the peaceful atmosphere. The camera focuses closely on the interaction between the astronaut and the ducks, capturing the gentle movements and reflections in the water. Medium close-up shot, static camera.",
+  "original_prompt": "An astronaut feeding ducks on a sunny afternoon, reflection from the water.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/004.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3143.4760971069336,
+  "excluded_context_kv_latency_ms": 782.1600189208984,
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+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
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+    "psnr": 120.0,
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+    "num_frames": 81
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+    "middle_steps": 14,
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+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_005.json b/eval_out/per_prompt/cf_ffff/overall_consistency_005.json
new file mode 100644
index 0000000000000000000000000000000000000000..424bfffb3bbf75df4bb66d34784708225726fe0f
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_005.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 688,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 5,
+  "prompt": "A cozy indoor setting with two pandas sitting on plush chairs, engaged in a thoughtful discussion about an academic paper. Both pandas have black patches around their eyes and are wearing small glasses perched on their snouts. They are hunched over a stack of papers filled with complex equations and graphs, occasionally pointing at sections and nodding in agreement. One panda is gesturing animatedly with a pen, while the other listens intently. The room is softly lit with warm, ambient lighting, creating a comfortable atmosphere for scholarly debate. Medium close-up view focusing on the pandas' expressions and gestures.",
+  "original_prompt": "Two pandas discussing an academic paper.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/005.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3162.984214782715,
+  "excluded_context_kv_latency_ms": 788.2351989746094,
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+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
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+    "psnr": 120.0,
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+    "lpips": 0.0,
+    "num_frames": 81
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+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_006.json b/eval_out/per_prompt/cf_ffff/overall_consistency_006.json
new file mode 100644
index 0000000000000000000000000000000000000000..d49eda85549900b07bdb1b6b1171d76c2681150b
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_006.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
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+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 689,
+  "prompt_suite": "overall_consistency",
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+  "prompt": "A sunset time-lapse sequence at a serene beach, capturing the vibrant colors of the sky as the sun sets below the horizon. The sky transitions from bright orange and pink hues to deep purples and blues, with wispy clouds moving gracefully across the frame. The beach is calm, with soft waves gently lapping at the shore. The camera remains stationary, focusing on the dynamic changes in the sky and the interplay of light and shadow over the landscape. Wide shot, capturing the expansive beauty of the beach and sky during sunset.",
+  "original_prompt": "Sunset time lapse at the beach with moving clouds and colors in the sky.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/006.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3143.2172470092773,
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+  "pixel_metrics_vs_ffff": {
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\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_007.json b/eval_out/per_prompt/cf_ffff/overall_consistency_007.json
new file mode 100644
index 0000000000000000000000000000000000000000..32236d32a91c48d51c2b237c4f1ba89630620bfb
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_007.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
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+  "target_speedup": 1.0,
+  "global_index": 690,
+  "prompt_suite": "overall_consistency",
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+  "prompt": "A plump, fluffy rabbit donning a voluminous purple robe walks gracefully through a vibrant fantasy landscape. The rabbit has large, expressive eyes and a gentle, curious expression. Its fur is soft and thick, and the robe drapes elegantly over its body. The landscape features rolling hills covered in lush green grass, colorful wildflowers, and towering magical trees with shimmering leaves. In the distance, there are sparkling waterfalls and mystical castles. The scene is bathed in warm, golden sunlight. Medium shot, focusing on the rabbit's walk through the picturesque environment.",
+  "original_prompt": "A fat rabbit wearing a purple robe walking through a fantasy landscape.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/007.mp4",
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\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_008.json b/eval_out/per_prompt/cf_ffff/overall_consistency_008.json
new file mode 100644
index 0000000000000000000000000000000000000000..f031fa64b5c722db67d01650f0e349e71a1b9660
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_008.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
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+  "method": "none",
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+  "target_speedup": 1.0,
+  "global_index": 691,
+  "prompt_suite": "overall_consistency",
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+  "prompt": "A koala bear playing a grand piano in a lush, dense forest. The koala has soft, grey fur and large, round ears. It sits upright on the piano bench, paws delicately placed on the keys, creating gentle melodies. The forest background is filled with tall eucalyptus trees, dappled sunlight filtering through the leaves, and a carpet of green moss beneath the piano. The scene is calm and serene, with the koala focused intently on its performance. Medium close-up shot, capturing the koala and part of the forest surroundings.",
+  "original_prompt": "A koala bear playing piano in the forest.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/008.mp4",
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\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_009.json b/eval_out/per_prompt/cf_ffff/overall_consistency_009.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b0b16eb1a2eeda36701b576c6a433af61be1384
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_009.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
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+  "strategy": "cf_ffff",
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+  "prompt_suite": "overall_consistency",
+  "suite_index": 9,
+  "prompt": "A realistic animation of an astronaut floating in the vastness of space. The astronaut is wearing a full spacesuit with reflective gold visor and carrying a jetpack. They are gliding gracefully, arms outstretched, against a backdrop of stars and distant planets. The scene includes streaks of light from passing meteoroids and a faint blue Earth visible in the distance. The astronaut occasionally adjusts their jetpack to maneuver smoothly through space. Wide shot, static camera, emphasizing the serene beauty of the cosmos.",
+  "original_prompt": "An astronaut flying in space.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/009.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3156.4673919677734,
+  "excluded_context_kv_latency_ms": 785.3287811279297,
+  "wall_generation_s": 5.703037261962891,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_010.json b/eval_out/per_prompt/cf_ffff/overall_consistency_010.json
new file mode 100644
index 0000000000000000000000000000000000000000..650cdfbcb8bbd8bd4371da0bc8bf897dc8df83a5
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_010.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 693,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 10,
+  "prompt": "A vibrant display of fireworks lighting up the night sky. The fireworks burst into colorful explosions of red, blue, green, and gold, creating intricate patterns against a dark, starry backdrop. Each explosion is followed by trails of light that slowly fade away. The ground is seen below, with people watching in awe, their faces illuminated momentarily by the bright flashes. The scene captures the excitement and joy of a festive celebration. Wide shot, capturing the expansive sky and the crowd below.",
+  "original_prompt": "Fireworks.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/010.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3175.6104431152344,
+  "excluded_context_kv_latency_ms": 792.2634658813477,
+  "wall_generation_s": 5.726120233535767,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_011.json b/eval_out/per_prompt/cf_ffff/overall_consistency_011.json
new file mode 100644
index 0000000000000000000000000000000000000000..02a11d93ee0a62a7d6ad46746882fb73d94c9581
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_011.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 694,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 11,
+  "prompt": "Animated watercolor painting, soft and fluffy white clouds drifting across a bright blue sky. The clouds move gracefully, changing shape as they float, creating a serene and tranquil atmosphere. The sky is clear with gentle sunlight filtering through, casting a warm glow over the scene. The clouds are rendered with delicate brush strokes, giving them a dreamy, almost ethereal quality. Close-up view focusing on the movement and transformation of the clouds.",
+  "original_prompt": "An animated painting of fluffy white clouds moving in sky.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/011.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3161.335624694824,
+  "excluded_context_kv_latency_ms": 787.8255004882812,
+  "wall_generation_s": 5.71155309677124,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_012.json b/eval_out/per_prompt/cf_ffff/overall_consistency_012.json
new file mode 100644
index 0000000000000000000000000000000000000000..25ecbf9fe0b223512f8438d50400f6a92da18d38
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_012.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 695,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 12,
+  "prompt": "Aerial view flying through vibrant fantasy landscapes. The camera captures sweeping vistas of floating islands, lush forests, and majestic waterfalls. Enormous mythical creatures like dragons and unicorns roam freely in the distance. The sky transitions from dawn hues to midday sunlight, casting dynamic shadows on the terrain. The landscape is detailed with intricate flora and fauna, creating a rich and immersive environment. The camera moves smoothly, capturing the vastness and beauty of these magical realms. Wide shot aerial perspective throughout the sequence.",
+  "original_prompt": "Flying through fantasy landscapes.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/012.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3160.126304626465,
+  "excluded_context_kv_latency_ms": 787.329719543457,
+  "wall_generation_s": 5.707043886184692,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_013.json b/eval_out/per_prompt/cf_ffff/overall_consistency_013.json
new file mode 100644
index 0000000000000000000000000000000000000000..61f9e414810c17fad50d2000ba0dee001f022a1c
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_013.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 696,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 13,
+  "prompt": "A large, hairy Bigfoot creature walking through a heavy snowstorm. The Bigfoot stands at least eight feet tall, covered in shaggy brown fur, with muscular limbs and a stooped posture. Snowflakes swirl around him as he moves slowly and deliberately through the dense forest, his feet sinking slightly into the deep snow. The landscape is bleak and desolate, with bare trees and thick snowdrifts. The atmosphere is eerie and quiet, with only the sound of crunching snow and howling wind. The scene is captured in a mid-shot, focusing on the Bigfoot\u2019s powerful form as he trudges through the storm.",
+  "original_prompt": "A bigfoot walking in the snowstorm.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/013.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3164.560447692871,
+  "excluded_context_kv_latency_ms": 788.3089599609375,
+  "wall_generation_s": 5.716847896575928,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_014.json b/eval_out/per_prompt/cf_ffff/overall_consistency_014.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9fc1efc28eb2fc6fede52c6a7697ed205c3decc
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_014.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 697,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 14,
+  "prompt": "A realistic animation of a cute, bushy-tailed squirrel sitting on a tree branch, holding a juicy burger in its tiny paws. The squirrel has a curious expression as it takes a bite out of the burger, revealing its sharp little teeth. Its fur is brown with lighter underparts, and its large, expressive eyes convey excitement and delight. The background shows a lush forest with sunlight filtering through the leaves, casting dappled shadows. The squirrel is focused on the burger, ignoring its surroundings. Medium close-up shot to capture the squirrel's facial expressions and the burger clearly.",
+  "original_prompt": "A squirrel eating a burger.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/014.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3151.7965698242188,
+  "excluded_context_kv_latency_ms": 784.9908142089844,
+  "wall_generation_s": 5.695063352584839,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_015.json b/eval_out/per_prompt/cf_ffff/overall_consistency_015.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc2913515390adf5fb0c7fb2783a02ab95e3ed97
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_015.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 698,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 15,
+  "prompt": "A sleek black cat wearing stylish oversized sunglasses and a bright red lifeguard hat, positioned beside a pool. The cat is sitting upright with its paws resting on the edge of a poolside chair, alert and focused. The cat's fur is smooth and glossy, with a collar that has a small whistle attached. The pool is clear and sparkling, surrounded by lush green grass and palm trees. In the background, there are lounge chairs and umbrellas under a bright blue sky. The scene is set in a warm, sunny day environment. Medium close-up shot, static camera.",
+  "original_prompt": "A cat wearing sunglasses and working as a lifeguard at a pool.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/015.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3172.2805404663086,
+  "excluded_context_kv_latency_ms": 785.6243362426758,
+  "wall_generation_s": 5.7319581508636475,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_016.json b/eval_out/per_prompt/cf_ffff/overall_consistency_016.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbcbdad252978550403c020206cea7a513d6b503
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_016.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 699,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 16,
+  "prompt": "A sweeping panoramic view of snow-covered rocky mountain peaks surrounding deep, shadowed canyons. The canyons twist and wind through the high-elevated terrain, showcasing dramatic vistas and textured rock formations. Snow blankets the jagged peaks, creating a serene yet awe-inspiring winter landscape. The camera gradually pans across the vast expanse, emphasizing the scale and beauty of the natural environment. Wide shot, capturing the grandeur of the mountains and canyons.",
+  "original_prompt": "Snow rocky mountains peaks canyon. snow blanketed rocky mountains surround and shadow deep canyons. the canyons twist and bend through the high elevated mountain peaks.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/016.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3157.946304321289,
+  "excluded_context_kv_latency_ms": 786.0464096069336,
+  "wall_generation_s": 5.707129716873169,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_017.json b/eval_out/per_prompt/cf_ffff/overall_consistency_017.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3aa7dcd971f22ae3f17f34382c3758531b23ce6
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_017.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 700,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 17,
+  "prompt": "Extreme slow-motion video of a splash of turquoise water, showcasing intricate droplets and ripples forming in vivid detail. The scene focuses on the moment just after impact, capturing the fluid dynamics and transparency of the water. The alpha channel is included, allowing for a seamless blend with any background. Shot from a close-up perspective to highlight the fine textures and movement of the water.",
+  "original_prompt": "Splash of turquoise water in extreme slow motion, alpha channel included.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/017.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3157.238670349121,
+  "excluded_context_kv_latency_ms": 786.3072357177734,
+  "wall_generation_s": 5.706031322479248,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_018.json b/eval_out/per_prompt/cf_ffff/overall_consistency_018.json
new file mode 100644
index 0000000000000000000000000000000000000000..00688b54db51f0f73729f39e5cc666c7c7f5d332
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_018.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 701,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 18,
+  "prompt": "A single scoop of vanilla ice cream is slowly melting on a wooden table. The ice cream has a glossy surface with small drips forming at the edges, creating small pools of melted ice cream on the table. The wooden table has a warm, natural finish with visible grain patterns. The background includes blurred elements of a kitchen, such as a countertop and appliances, giving context to the scene. The ice cream melts gradually, with the camera remaining static to capture the process. Close-up shot focusing on the melting ice cream.",
+  "original_prompt": "an ice cream is melting on the table.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/018.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3158.9137420654297,
+  "excluded_context_kv_latency_ms": 786.8165740966797,
+  "wall_generation_s": 5.702859163284302,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_019.json b/eval_out/per_prompt/cf_ffff/overall_consistency_019.json
new file mode 100644
index 0000000000000000000000000000000000000000..d7d17c102d415fd8117b397ffbf92149292a5070
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_019.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 702,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 19,
+  "prompt": "A drone flying smoothly over a snowy forest, capturing aerial footage from a high vantage point. The forest is covered in a thick blanket of snow, with tall pine trees reaching towards the bright winter sky. The branches are laden with snow, and the ground is pristine and untouched. The camera slowly pans across the landscape, revealing the serene beauty of the snowy expanse. The scene is bathed in soft, diffused light, creating a tranquil and peaceful atmosphere. Wide shot, aerial view.",
+  "original_prompt": "a drone flying over a snowy forest.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/019.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3168.269355773926,
+  "excluded_context_kv_latency_ms": 789.8994522094727,
+  "wall_generation_s": 5.721065521240234,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_020.json b/eval_out/per_prompt/cf_ffff/overall_consistency_020.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb23380762599aab8826236aaf4a4365a6bebe0a
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_020.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 703,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 20,
+  "prompt": "A large great white shark is swimming gracefully through the vast, deep blue ocean. Its sleek, muscular body moves powerfully through the water, propelling it forward with each effortless stroke of its tail. The shark's distinctive dorsal fin cuts through the surface as it glides past schools of smaller fish, which scatter in its wake. The ocean floor is visible below, covered in soft sand and dotted with coral formations. The water is clear, allowing sunlight to penetrate and create shimmering patterns around the shark. The scene is captured in a mid-shot, maintaining a steady camera position to showcase the shark's majestic presence and the serene underwater environment.",
+  "original_prompt": "a shark is swimming in the ocean.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/020.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3142.917411804199,
+  "excluded_context_kv_latency_ms": 784.1686630249023,
+  "wall_generation_s": 5.686658143997192,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_021.json b/eval_out/per_prompt/cf_ffff/overall_consistency_021.json
new file mode 100644
index 0000000000000000000000000000000000000000..410478ea2b3306671b68cfb061091c0a465a81ad
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_021.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 704,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 21,
+  "prompt": "An aerial panoramic video captured from a drone flying over a fantastical landscape. The scene showcases a vibrant, otherworldly terrain with towering mystical castles, lush enchanted forests, and shimmering lakes surrounded by floating islands. The sky is filled with colorful clouds and mythical creatures flying gracefully. The camera moves smoothly in a wide, sweeping motion, capturing the grandeur of this magical realm from various angles and elevations. The video maintains a continuous panoramic view, emphasizing the vastness and wonder of the fantasy land.",
+  "original_prompt": "Aerial panoramic video from a drone of a fantasy land.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/021.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3160.906120300293,
+  "excluded_context_kv_latency_ms": 786.6220245361328,
+  "wall_generation_s": 5.710270166397095,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_022.json b/eval_out/per_prompt/cf_ffff/overall_consistency_022.json
new file mode 100644
index 0000000000000000000000000000000000000000..859d78d8c0dd3db66068453e22c65c0f2fd10453
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_022.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 705,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 22,
+  "prompt": "A cute, plush teddy bear is swimming in the vast ocean. The teddy bear, with its soft brown fur and big, round black buttons for eyes, is floating on the water's surface. It has a small red bow tie around its neck. The waves gently rock the teddy bear as it bobs up and down. In the background, there are rolling waves and a bright blue sky with fluffy white clouds. The water sparkles under the sunlight. The scene is captured from a mid-shot perspective, showing the teddy bear and a portion of the ocean surrounding it.",
+  "original_prompt": "a teddy bear is swimming in the ocean.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/022.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3139.968330383301,
+  "excluded_context_kv_latency_ms": 785.3135986328125,
+  "wall_generation_s": 5.685813665390015,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_023.json b/eval_out/per_prompt/cf_ffff/overall_consistency_023.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc130f099ae7109efb25cb8cd3a63ddf8cfc6376
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_023.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 706,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 23,
+  "prompt": "Time-lapse footage of a sunrise on Mars, showcasing the reddish-orange hues of the Martian sky as the sun gradually rises over the rugged, dusty terrain. The landscape features large boulders, sand dunes, and the distinctive rocky outcrops characteristic of the Martian surface. The atmosphere is thin and hazy, giving the sunrise a soft, diffused glow. The camera remains stationary throughout, capturing the subtle changes in light and shadow across the Martian landscape. Wide shot, emphasizing the vastness and desolation of the environment.",
+  "original_prompt": "time lapse of sunrise on mars.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/023.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3144.6108322143555,
+  "excluded_context_kv_latency_ms": 782.8098297119141,
+  "wall_generation_s": 5.6868438720703125,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_024.json b/eval_out/per_prompt/cf_ffff/overall_consistency_024.json
new file mode 100644
index 0000000000000000000000000000000000000000..afda6ab57f93a57db8ea53a4751f122ae6fc27fa
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_024.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 707,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 24,
+  "prompt": "A vibrant scene of golden fish swimming gracefully in an expansive underwater ocean. The fish shimmer with metallic gold scales, their bodies undulating as they navigate through crystal-clear water. Schools of these fish move together, creating a mesmerizing pattern of synchronized swimming. The background showcases a diverse marine environment with coral reefs, sea plants, and other colorful marine life. The camera remains static, capturing the fluid motion and beauty of the golden fish in a wide-angle shot, emphasizing the vastness of the ocean.",
+  "original_prompt": "golden fish swimming in the ocean.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/024.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3156.816520690918,
+  "excluded_context_kv_latency_ms": 786.2225112915039,
+  "wall_generation_s": 5.704606533050537,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_025.json b/eval_out/per_prompt/cf_ffff/overall_consistency_025.json
new file mode 100644
index 0000000000000000000000000000000000000000..22cb6be868660cf2e3511b10223835a4f07ab8c0
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_025.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 708,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 25,
+  "prompt": "Close-up of an artist painting on a canvas using a large round brush. The artist has medium-length brown hair tied back in a loose ponytail and wears a white apron over their clothes. They are focused intently, their hand moving smoothly across the canvas. The brushstrokes are visible, blending colors together in fluid motions. The background shows part of the artist's workspace, with other brushes and paint tubes nearby. The scene emphasizes the intricate detail and the flowing motion of the brush as it interacts with the paint and canvas.",
+  "original_prompt": "An artist brush painting on a canvas close up.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/025.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3156.57169342041,
+  "excluded_context_kv_latency_ms": 786.8718032836914,
+  "wall_generation_s": 5.704239130020142,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_026.json b/eval_out/per_prompt/cf_ffff/overall_consistency_026.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3d92052d2677d07080dceca2cb9adcf75d6c7ce
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_026.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 709,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 26,
+  "prompt": "Drone aerial view of a festive celebration featuring a brightly lit Christmas tree surrounded by joyful people. The scene includes colorful fireworks bursting in the starry night sky behind the tree. People are seen smiling and waving, adding to the lively atmosphere. The background shows a clear, twinkling night sky filled with stars. The camera maintains a stable wide shot, capturing the entire scene from above.",
+  "original_prompt": "A drone view of celebration with Christmas tree and fireworks, starry sky - background.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/026.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.2473220825195,
+  "excluded_context_kv_latency_ms": 783.3865280151367,
+  "wall_generation_s": 5.6885011196136475,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_027.json b/eval_out/per_prompt/cf_ffff/overall_consistency_027.json
new file mode 100644
index 0000000000000000000000000000000000000000..5740a994021e684a99b34215ee9f67db8d4b1266
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_027.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 710,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 27,
+  "prompt": "A happy, medium-sized dog wearing a bright yellow turtleneck sweater sits in a studio setting. The dog has a friendly expression with its tail wagging gently and ears perked up, facing the camera directly. It is standing in a relaxed posture with its front paws slightly apart. The background is entirely dark, creating a stark contrast with the dog\u2019s cheerful demeanor. The lighting highlights the dog\u2019s fur and the texture of the turtleneck. Close-up portrait shot.",
+  "original_prompt": "happy dog wearing a yellow turtleneck, studio, portrait, facing camera, dark background",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/027.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3174.0523986816406,
+  "excluded_context_kv_latency_ms": 790.4499206542969,
+  "wall_generation_s": 5.72689151763916,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_028.json b/eval_out/per_prompt/cf_ffff/overall_consistency_028.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f1670b7a38d959969aec304556bd9e5dcecb193
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_028.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 711,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 28,
+  "prompt": "3D render of origami dancers made from white paper, performing a modern dance routine against a pristine white background in a studio setting. Each dancer has delicate folds and creases that catch the light, enhancing their ethereal appearance. They are gracefully moving in synchronized motions, expressing fluidity and elegance through their postures. The scene focuses on a medium close-up to capture the intricate details of the dancers' movements and the soft, clean background.",
+  "original_prompt": "Origami dancers in white paper, 3D render, on white background, studio shot, dancing modern dance.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/028.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.377784729004,
+  "excluded_context_kv_latency_ms": 783.5695114135742,
+  "wall_generation_s": 5.691725492477417,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_029.json b/eval_out/per_prompt/cf_ffff/overall_consistency_029.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b5005df7cc6edc5bce815fd4ae929deae1a9390
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_029.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 712,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 29,
+  "prompt": "A cozy campfire scene at night in a snowy forest, with a bright, warm fire casting flickering light and shadows. The ground is covered in pristine snow, and tall pine trees surround the area, their branches heavy with snow. The sky above is clear and starlit, with twinkling stars visible overhead. A few logs crackle and pop in the fire, and smoke gently rises into the cool night air. The overall atmosphere is serene and peaceful, with a sense of warmth amidst the cold surroundings. Wide shot, capturing the expansive snowy landscape and the inviting glow of the campfire.",
+  "original_prompt": "Campfire at night in a snowy forest with starry sky in the background.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/029.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3158.301200866699,
+  "excluded_context_kv_latency_ms": 786.4872055053711,
+  "wall_generation_s": 5.707848787307739,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_030.json b/eval_out/per_prompt/cf_ffff/overall_consistency_030.json
new file mode 100644
index 0000000000000000000000000000000000000000..6408709ac5a3ec32249de8b098c4f31d8dc3d404
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_030.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 713,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 30,
+  "prompt": "A breathtaking fantasy landscape featuring rolling hills covered in vibrant, luminescent flowers and towering, ancient trees with twisting, gnarled branches. In the distance, there are majestic mountain ranges shrouded in mist, and sparkling rivers meander through the valleys. The sky is a blend of pastel hues, transitioning from soft purples to gentle pinks, creating an ethereal atmosphere. Various mythical creatures such as unicorns and faeries can be seen interacting with their environment. The overall scene is rendered in a lush, detailed style with a focus on intricate textures and vivid colors. Wide shot, static view.",
+  "original_prompt": "a fantasy landscape",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/030.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3154.295639038086,
+  "excluded_context_kv_latency_ms": 786.2093124389648,
+  "wall_generation_s": 5.702367782592773,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_031.json b/eval_out/per_prompt/cf_ffff/overall_consistency_031.json
new file mode 100644
index 0000000000000000000000000000000000000000..e03d22f3036685229aa5ee813c9428ded1123440
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_031.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 714,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 31,
+  "prompt": "A detailed 3D model of a grand Victorian house from the 1800s, showcasing intricate architectural details such as ornate railings, multiple gables, and large bay windows. The house is painted in classic muted tones with a white trim, and surrounded by a well-manicured lawn and flower beds. The exterior features include a wrap-around porch with elegant columns and hanging lanterns. The scene captures the essence of late 19th-century elegance, with a serene and picturesque atmosphere. Wide shot, static scene.",
+  "original_prompt": "A 3D model of a 1800s victorian house.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/031.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.427619934082,
+  "excluded_context_kv_latency_ms": 785.2009353637695,
+  "wall_generation_s": 5.695755481719971,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_032.json b/eval_out/per_prompt/cf_ffff/overall_consistency_032.json
new file mode 100644
index 0000000000000000000000000000000000000000..64c6e5ca4338277fd500d1a27cc697b4f4b1fac5
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_032.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 715,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 32,
+  "prompt": "A first-person perspective video showing the process of applying makeup in the morning. The video captures detailed close-ups of each step, such as applying foundation, concealer, blush, eyeshadow, eyeliner, mascara, and lipstick. The makeup artist is seen using various brushes and tools with precise motions. The lighting is soft and flattering, highlighting the natural glow of the skin. The camera remains static during each step, focusing solely on the application process. The overall style is tutorial-like, providing clear instructions and tips throughout the video.",
+  "original_prompt": "this is how I do makeup in the morning.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/032.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3153.8191299438477,
+  "excluded_context_kv_latency_ms": 784.7581481933594,
+  "wall_generation_s": 5.69985294342041,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_033.json b/eval_out/per_prompt/cf_ffff/overall_consistency_033.json
new file mode 100644
index 0000000000000000000000000000000000000000..61df644e660739ef9cd50790a3d19a6a80a70f67
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_033.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 716,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 33,
+  "prompt": "Digital art, a quirky character resembling a raccoon but with a turtle-like appearance. This character has a round body covered in black fur with white patches, similar to a raccoon's coat. It has large, expressive eyes and a small snout. However, instead of paws, it has a hard, green shell on its back like a turtle, complete with a plastron underneath. The character is standing upright on its hind legs, holding a small stick in its front paws, giving it a playful and curious expression. The background is a whimsical forest scene with vibrant colors and soft lighting, creating a friendly and imaginative atmosphere. Close-up shot focusing on the character's unique features.",
+  "original_prompt": "A raccoon that looks like a turtle, digital art.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/033.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3154.3007736206055,
+  "excluded_context_kv_latency_ms": 786.2476119995117,
+  "wall_generation_s": 5.702155828475952,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_034.json b/eval_out/per_prompt/cf_ffff/overall_consistency_034.json
new file mode 100644
index 0000000000000000000000000000000000000000..892e1bd921a8f3721201e9ff43bf09ecb05f1224
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_034.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 717,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 34,
+  "prompt": "A futuristic robot performing an energetic dance routine in the bustling heart of Times Square. The robot, with sleek metallic surfaces and glowing LED lights, moves gracefully among the neon signs and crowds of people. It performs a variety of fluid, robotic movements, including spins, arm waves, and foot taps. The background showcases iconic billboards and the vibrant nightlife of Times Square at night, with bright lights and moving advertisements. The scene is captured from a mid-shot perspective, focusing on the robot's expressive dance, with no camera movement.",
+  "original_prompt": "Robot dancing in Times Square.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/034.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3151.0615158081055,
+  "excluded_context_kv_latency_ms": 785.5279312133789,
+  "wall_generation_s": 5.693973779678345,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_035.json b/eval_out/per_prompt/cf_ffff/overall_consistency_035.json
new file mode 100644
index 0000000000000000000000000000000000000000..828a11fa5166166a1f6c65a2efc9c13d78be910d
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_035.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 718,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 35,
+  "prompt": "A busy freeway at night, showcasing multiple lanes filled with cars moving at varying speeds. The scene is illuminated by the bright headlights and taillights of the vehicles, casting reflections on the wet asphalt. The environment is bustling with activity, featuring several types of vehicles including sedans, SUVs, trucks, and motorcycles. The distant horizon is blurred by the lights from oncoming traffic, creating a vibrant and dynamic scene. The background includes dimly lit streetlights and occasional billboards. The camera captures the motion of the vehicles in a wide shot, maintaining a stable perspective to highlight the flow of traffic.",
+  "original_prompt": "Busy freeway at night.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/035.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3169.9492797851562,
+  "excluded_context_kv_latency_ms": 790.9860534667969,
+  "wall_generation_s": 5.723786354064941,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_036.json b/eval_out/per_prompt/cf_ffff/overall_consistency_036.json
new file mode 100644
index 0000000000000000000000000000000000000000..42ac79b84bbf12f973d899b68fe7786d42089bb4
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_036.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 719,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 36,
+  "prompt": "In extreme slow motion, a transparent balloon filled with water hangs suspended in mid-air. The balloon gradually stretches as the tension builds, revealing droplets of water clinging to its surface. Suddenly, the balloon bursts, releasing a shower of water droplets that scatter and splatter in all directions. The camera remains static, capturing every intricate detail of the explosion in breathtaking slow motion, showcasing the fluid dynamics and the vivid splash of water. Close-up shot focusing on the balloon before and during the explosion.",
+  "original_prompt": "Balloon full of water exploding in extreme slow motion.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/036.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3136.8608169555664,
+  "excluded_context_kv_latency_ms": 781.6731872558594,
+  "wall_generation_s": 5.6772284507751465,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_037.json b/eval_out/per_prompt/cf_ffff/overall_consistency_037.json
new file mode 100644
index 0000000000000000000000000000000000000000..6fc527b71c35d7a90da8fc281d2c80f8695d40ab
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_037.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 720,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 37,
+  "prompt": "In a photorealistic style, an astronaut in a sleek, modern spacesuit is riding a horse floating in the vast expanse of space. The astronaut has a helmet with a clear visor, allowing viewers to see their determined expression as they hold the reins. The horse, a majestic creature with flowing mane and tail, is gracefully suspended against a backdrop of stars and distant planets. Both the astronaut and the horse are illuminated by soft, ambient light from a nearby spaceship. The scene captures the surreal beauty and tranquility of space, with a close-up view focusing on the interaction between the astronaut and the horse.",
+  "original_prompt": "An astronaut is riding a horse in the space in a photorealistic style.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/037.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3171.5662231445312,
+  "excluded_context_kv_latency_ms": 793.7534332275391,
+  "wall_generation_s": 5.7310426235198975,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_038.json b/eval_out/per_prompt/cf_ffff/overall_consistency_038.json
new file mode 100644
index 0000000000000000000000000000000000000000..331f2c24b670473d958f2ca93cf5b77c311774a2
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_038.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 721,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 38,
+  "prompt": "Macro slow-motion video. A cropped close-up of roasted coffee beans falling gracefully into an empty bowl. The beans are glossy with rich brown hues and intricate textures. As they descend, the beans emit a soft rustling sound, emphasizing their natural beauty and the smooth motion of their fall. The bowl is plain and white, providing a stark contrast to the dark beans. The camera focuses tightly on each bean as it arcs through the air before landing softly in the bowl. The scene is captured in slow motion to highlight the detailed movement and the sensory experience of the falling beans.",
+  "original_prompt": "Macro slo-mo. Slow motion cropped closeup of roasted coffee beans falling into an empty bowl.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/038.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3137.065742492676,
+  "excluded_context_kv_latency_ms": 781.5650863647461,
+  "wall_generation_s": 5.676717042922974,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_039.json b/eval_out/per_prompt/cf_ffff/overall_consistency_039.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ebaa391ff65953815daeed2a5b8dc02b84ad063
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_039.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 722,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 39,
+  "prompt": "A vintage sewing machine in operation, featuring an antique wooden cabinet and metal parts with a slight patina from age. The needle moves up and down rhythmically as the machine hums softly. A roll of fabric is fed through the machine, creating neat stitches. The background shows an old-fashioned sewing room with wooden floors, a few scattered sewing tools, and a faded floral wallpaper. The focus is on the detailed mechanical workings of the sewing machine. Medium close-up shot, static camera.",
+  "original_prompt": "Sewing machine, old sewing machine working.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/039.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.55517578125,
+  "excluded_context_kv_latency_ms": 785.1308670043945,
+  "wall_generation_s": 5.6944739818573,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_040.json b/eval_out/per_prompt/cf_ffff/overall_consistency_040.json
new file mode 100644
index 0000000000000000000000000000000000000000..34f1555e74e03b836d3d736599505dd3ba5cf8f9
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_040.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 723,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 40,
+  "prompt": "A slow-motion sequence of colorful ink droplets falling into clear water, creating vibrant swirling patterns. The ink spreads and mixes, forming abstract shapes and dreamlike clouds within the water. The camera focuses closely, capturing the fluid motion and intricate details of the ink as it disperses and merges. The visuals are ethereal and mesmerizing, emphasizing the organic flow and transformation of the ink in water. Close-up, static shot.",
+  "original_prompt": "Motion colour drop in water, ink swirling in water, colourful ink in water, abstraction fancy dream cloud of ink.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/040.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.9506912231445,
+  "excluded_context_kv_latency_ms": 784.5174255371094,
+  "wall_generation_s": 5.696303844451904,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_041.json b/eval_out/per_prompt/cf_ffff/overall_consistency_041.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd1a71f912d8a9218006a915ab171df7888081fc
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_041.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 724,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 41,
+  "prompt": "Close-up macro shot of several large, plump purple plums rotating slowly on a turntable. As the plums spin, water droplets form and glisten on their smooth skins, catching the light and reflecting tiny rainbows. The plums are isolated against a pristine white background, emphasizing their vibrant color and glossy texture. The camera focuses closely, capturing every detail of the fruit's surface as they continue to rotate.",
+  "original_prompt": "Few big purple plums rotating on the turntable. water drops appear on the skin during rotation. isolated on the white background. close-up. macro.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/041.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3146.8690643310547,
+  "excluded_context_kv_latency_ms": 783.9799423217773,
+  "wall_generation_s": 5.691905975341797,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_042.json b/eval_out/per_prompt/cf_ffff/overall_consistency_042.json
new file mode 100644
index 0000000000000000000000000000000000000000..b97e71dd0b19f48ca2c1a4ed7385747a44891140
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_042.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 725,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 42,
+  "prompt": "A stunning young woman with vampire-inspired makeup, featuring pale skin, dark eye shadow, and red lipstick. She has red contact lenses that give her an intense, blood-red gaze. Her hair is flowing freely, styled in soft waves that frame her face. She stands confidently with a slight tilt of her head, exuding an air of mystery and allure. The background is dimly lit with shadows casting an eerie glow. Medium close-up shot focusing on her face and upper body.",
+  "original_prompt": "Vampire makeup face of beautiful girl, red contact lenses.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/042.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.952606201172,
+  "excluded_context_kv_latency_ms": 785.1192016601562,
+  "wall_generation_s": 5.692770004272461,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_043.json b/eval_out/per_prompt/cf_ffff/overall_consistency_043.json
new file mode 100644
index 0000000000000000000000000000000000000000..e66fe69369b75a2f0505a93420ac6d4475c1b240
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_043.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 726,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 43,
+  "prompt": "Close-up shot of a cluttered ashtray filled with cigarette butts on a dimly lit table against a black background. Wisps of smoke curl and flow upwards from the ashtray, creating a hazy atmosphere. The ashtray is old and worn, with visible burn marks and residue. The cigarette butts vary in size and color, some still smoldering slightly. The focus is on the intricate details of the butts and the swirling smoke, with the black background emphasizing the textures and lighting.",
+  "original_prompt": "Ashtray full of butts on table, smoke flowing on black background, close-up",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/043.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3176.1653213500977,
+  "excluded_context_kv_latency_ms": 790.2934494018555,
+  "wall_generation_s": 5.729875326156616,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_044.json b/eval_out/per_prompt/cf_ffff/overall_consistency_044.json
new file mode 100644
index 0000000000000000000000000000000000000000..2681ebc89f0d472f94866d5b2b4b9348a5db455d
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_044.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 727,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 44,
+  "prompt": "A serene Pacific coast scene featuring the picturesque town of Carmel-by-the-Sea. The video opens with a wide shot of the vast ocean, showcasing rolling waves crashing against the rocky shoreline. The camera then pans right, revealing the sandy beach dotted with seagulls and a few lone figures walking along the water's edge. In the background, the charming coastal architecture of Carmel-by-the-Sea can be seen, with quaint houses and colorful cottages lining the streets. The sky is a mix of soft pastel hues, reflecting the tranquility of the scene. The overall atmosphere is calm and peaceful, with a gentle breeze blowing over the waves.",
+  "original_prompt": "Pacific coast, carmel by the sea ocean and waves.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/044.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3148.580810546875,
+  "excluded_context_kv_latency_ms": 783.455680847168,
+  "wall_generation_s": 5.689854860305786,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_045.json b/eval_out/per_prompt/cf_ffff/overall_consistency_045.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2dc1f69ade1685618c3cb20e4763be9de26d5f3
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_045.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 728,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 45,
+  "prompt": "In a vibrant scene set in New York City's Times Square, a large, friendly teddy bear is playfully interacting with a full drum kit. The teddy bear, with its soft brown fur and big, expressive black eyes, sits on a stool, energetically beating the drums with toy-sized drumsticks. Its arms move rhythmically, creating a playful and whimsical atmosphere. The background showcases the bustling energy of Times Square, with bright lights, billboards, and a mix of pedestrians walking past. The scene captures a close-up view, focusing on the teddy bear's animated performance and the colorful surroundings.",
+  "original_prompt": "A teddy bear is playing drum kit in NYC Times Square.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/045.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3156.6339721679688,
+  "excluded_context_kv_latency_ms": 786.8081207275391,
+  "wall_generation_s": 5.705705642700195,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_046.json b/eval_out/per_prompt/cf_ffff/overall_consistency_046.json
new file mode 100644
index 0000000000000000000000000000000000000000..f7c6d925cc7d613acf555bb09185da4475f5e7d9
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_046.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 729,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 46,
+  "prompt": "A playful Welsh Corgi is energetically playing a drum kit. The corgi is standing on its hind legs, front paws rhythmically hitting the snare drum and cymbals. Its ears are perked up, and its tail is wagging excitedly. The corgi's expressive face shows joy and concentration as it plays. The drum kit is brightly lit against a plain background, focusing all attention on the corgi's performance. Medium close-up view, capturing the corgi's focused expression and active paws.",
+  "original_prompt": "A corgi is playing drum kit.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/046.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3165.9038314819336,
+  "excluded_context_kv_latency_ms": 781.2875213623047,
+  "wall_generation_s": 5.710016489028931,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_047.json b/eval_out/per_prompt/cf_ffff/overall_consistency_047.json
new file mode 100644
index 0000000000000000000000000000000000000000..96922d663dafb7d4558583a3978b2165f6547bb8
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_047.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 730,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 47,
+  "prompt": "A high-definition action scene featuring Tony Stark, aka Iron Man, in his iconic gold and red suit, playing a high-energy electronic guitar. He is standing confidently with a relaxed yet focused expression, swaying slightly to the music. His fingers move swiftly over the guitar strings, creating electrifying sounds. The background showcases a futuristic tech lab with holographic displays and glowing screens. The camera is positioned at a medium close-up angle, capturing the intensity of the performance and the intricate details of his suit.",
+  "original_prompt": "An Iron man is playing the electronic guitar, high electronic guitar.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/047.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3151.695571899414,
+  "excluded_context_kv_latency_ms": 784.9501876831055,
+  "wall_generation_s": 5.695860385894775,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_048.json b/eval_out/per_prompt/cf_ffff/overall_consistency_048.json
new file mode 100644
index 0000000000000000000000000000000000000000..d542d771eb6d0c1d070ecea297e5bc32e1a7164e
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_048.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 731,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 48,
+  "prompt": "A playful raccoon is seen playing an electronic guitar, strumming the strings with its front paws. The raccoon has distinctive black facial markings and a bushy tail. It sits comfortably on a small stool, its body slightly tilted as it focuses intently on the instrument. The setting is a cozy, dimly lit room with vintage posters on the walls, adding a retro vibe. The raccoon's expressive eyes convey a sense of joy and concentration. Medium close-up shot, focusing on the raccoon's face and hands interacting with the guitar.",
+  "original_prompt": "A raccoon is playing the electronic guitar.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/048.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.0377883911133,
+  "excluded_context_kv_latency_ms": 784.6054382324219,
+  "wall_generation_s": 5.694226026535034,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_049.json b/eval_out/per_prompt/cf_ffff/overall_consistency_049.json
new file mode 100644
index 0000000000000000000000000000000000000000..62c281dd7426ee2fcba544af63aa7a4f0710ba12
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_049.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 732,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 49,
+  "prompt": "In the style of Vincent van Gogh, a serene and picturesque scene featuring a small wooden boat gently sailing along the Seine River. The boat is modestly adorned with a sail partially unfurled, bobbing smoothly on the water's surface. The Eiffel Tower stands prominently in the background, its iconic structure silhouetted against a vibrant twilight sky filled with swirling strokes of orange and blue. The river reflects the soft glow of the setting sun, casting a warm golden hue across the water. The scene is filled with Van Gogh's signature brushwork, creating a dreamlike atmosphere. Medium shot capturing the river, boat, and distant tower.",
+  "original_prompt": "A boat sailing leisurely along the Seine River with the Eiffel Tower in background by Vincent van Gogh",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/049.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3153.9534759521484,
+  "excluded_context_kv_latency_ms": 785.5341873168945,
+  "wall_generation_s": 5.699281215667725,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_050.json b/eval_out/per_prompt/cf_ffff/overall_consistency_050.json
new file mode 100644
index 0000000000000000000000000000000000000000..8473ea83cf66f31c86f01331446249222bd81af9
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_050.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 733,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 50,
+  "prompt": "An artistic depiction of a corgi's head as an explosion of colorful nebula gases. The corgi\u2019s head features distinct facial elements such as large, expressive eyes, floppy ears, and a friendly smile, all rendered in swirling cosmic colors. The nebula includes vibrant hues of blues, purples, and pinks, creating a fantastical and whimsical scene. The background fades into a starry night sky, adding depth and scale to the composition. The corgi\u2019s head occupies the center of the frame, with the nebula expanding outward in a symmetrical explosion. The overall style is imaginative and detailed, capturing the playful essence of a corgi through a celestial lens. Full-frame close-up view.",
+  "original_prompt": "A corgi's head depicted as an explosion of a nebula",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/050.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3159.2006454467773,
+  "excluded_context_kv_latency_ms": 786.8568344116211,
+  "wall_generation_s": 5.704325914382935,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_051.json b/eval_out/per_prompt/cf_ffff/overall_consistency_051.json
new file mode 100644
index 0000000000000000000000000000000000000000..edd4bb25fc3099939691aa3eef48b319df097a8d
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_051.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 734,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 51,
+  "prompt": "A breathtaking fantasy landscape featuring towering ancient trees with glowing leaves, surrounded by mystical floating islands and cascading waterfalls. Enchanted forests filled with luminescent flora and fauna, and distant, majestic mountains under a starlit sky. The ground is covered in soft, shimmering grass that glows gently. The scene is bathed in an ethereal, magical light, creating an otherworldly atmosphere. Wide shot, static scene.",
+  "original_prompt": "A fantasy landscape",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/051.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3174.471855163574,
+  "excluded_context_kv_latency_ms": 791.964225769043,
+  "wall_generation_s": 5.728376626968384,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_052.json b/eval_out/per_prompt/cf_ffff/overall_consistency_052.json
new file mode 100644
index 0000000000000000000000000000000000000000..ebc205229e5c8295c7ddfbe8881820f6b4fe89ec
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_052.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 735,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 52,
+  "prompt": "A futuristic cityscape where humans have achieved teleportation technology. In this scene, several diverse individuals from various races and ages stand in a bustling teleportation hub. They wear sleek, modern clothing and futuristic accessories. The teleportation devices emit soft, glowing blue lights as people step into them, disappearing in a burst of light. The background showcases towering skyscrapers, flying vehicles, and holographic advertisements, creating a vibrant and advanced urban environment. Wide shot, static camera to capture the dynamic activity and technological marvels.",
+  "original_prompt": "A future where humans have achieved teleportation technology",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/052.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.739700317383,
+  "excluded_context_kv_latency_ms": 785.3582458496094,
+  "wall_generation_s": 5.694921255111694,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_053.json b/eval_out/per_prompt/cf_ffff/overall_consistency_053.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a3e7ff7640bf05e2738326adfbfac33d1a68f59
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_053.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 736,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 53,
+  "prompt": "A serene underwater scene featuring a translucent, bioluminescent jellyfish gently floating through the vast ocean. The jellyfish has soft, undulating tentacles that emit a gentle glow, creating mesmerizing patterns as they sway gracefully in the water. The surrounding ocean is filled with ambient light filtering through the surface, casting a tranquil blue hue over the scene. Various small fish and plankton drift by in the background, adding to the sense of life and movement in the deep sea. The camera maintains a medium close-up perspective, focusing on the jellyfish's ethereal presence.",
+  "original_prompt": "A jellyfish floating through the ocean, with bioluminescent tentacles",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/053.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3154.557830810547,
+  "excluded_context_kv_latency_ms": 786.9538040161133,
+  "wall_generation_s": 5.702694416046143,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_054.json b/eval_out/per_prompt/cf_ffff/overall_consistency_054.json
new file mode 100644
index 0000000000000000000000000000000000000000..c6b87919def08c9ca70796edf8c3de199f0f04e0
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_054.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 737,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 54,
+  "prompt": "A realistic animation of a Mars rover navigating across the rugged Martian terrain. The rover is equipped with solar panels, antennas, and various scientific instruments. It moves slowly and steadily over large boulders and fine red dust, leaving tire tracks behind. The landscape is dotted with craters, rocky outcrops, and barren plains under a pale orange sky. The camera follows the rover from a mid-shot perspective as it continues its exploration mission. Static scene, focusing on the rover's movement and interaction with the environment.",
+  "original_prompt": "A Mars rover moving on Mars",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/054.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3144.4741973876953,
+  "excluded_context_kv_latency_ms": 783.6765060424805,
+  "wall_generation_s": 5.688436269760132,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_055.json b/eval_out/per_prompt/cf_ffff/overall_consistency_055.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a5a13a9eec080e3207b3ab835a24787a215edb1
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_055.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 738,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 55,
+  "prompt": "A cartoon-style animated video of a cute, black-and-white panda bear sitting at a small table in a cozy Parisian caf\u00e9. The panda is holding a steaming cup of coffee with both hands, sipping gently from a ceramic mug adorned with a delicate floral pattern. The panda has expressive, curious eyes and a soft, round face. The caf\u00e9 background showcases vintage Parisian decor, with exposed brick walls, wooden tables, and chairs, and a chalkboard menu featuring French pastries. Warm, ambient lighting and the sounds of a bustling caf\u00e9 create a lively atmosphere. Medium close-up shot focusing on the panda\u2019s face and the coffee cup.",
+  "original_prompt": "A panda drinking coffee in a cafe in Paris",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/055.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3155.030830383301,
+  "excluded_context_kv_latency_ms": 785.8693084716797,
+  "wall_generation_s": 5.702409744262695,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_056.json b/eval_out/per_prompt/cf_ffff/overall_consistency_056.json
new file mode 100644
index 0000000000000000000000000000000000000000..3bb3a90af2243f4b185e3dfefdb34c62ddc11e83
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_056.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 739,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 56,
+  "prompt": "A space shuttle launching into orbit, with intense flames and thick smoke billowing out from its engines. The shuttle is seen lifting off from the launchpad, gradually ascending into the sky. The bright orange flames contrast vividly against the blue sky, creating a dramatic and awe-inspiring scene. Smoke trails behind the shuttle as it accelerates, leaving a trail of white vapor. The camera captures the entire process from a medium distance, focusing on the powerful thrust and the shuttle\u2019s journey towards space. The shot remains static, emphasizing the majesty and power of the launch.",
+  "original_prompt": "A space shuttle launching into orbit, with flames and smoke billowing out from the engines",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/056.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3156.2573013305664,
+  "excluded_context_kv_latency_ms": 785.2635192871094,
+  "wall_generation_s": 5.704127311706543,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_057.json b/eval_out/per_prompt/cf_ffff/overall_consistency_057.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d39e85c20765b01153556824b215543f7b836a5
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_057.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 740,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 57,
+  "prompt": "A vintage steam locomotive chugging along a winding track on a mountainous terrain. The train is covered in soot, with steam billowing from its smokestack as it navigates the rugged landscape. The surrounding mountains are steep and lush, with patches of snow visible at higher elevations. The train cars sway gently as they follow the curving tracks, and the scenery outside the windows shows dense forests and rocky cliffs. The camera follows the train from a medium distance, capturing the train's movement and the dramatic backdrop.",
+  "original_prompt": "A steam train moving on a mountainside",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/057.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.527931213379,
+  "excluded_context_kv_latency_ms": 785.1925201416016,
+  "wall_generation_s": 5.696570634841919,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_058.json b/eval_out/per_prompt/cf_ffff/overall_consistency_058.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae31d068c010458ee8a1a5ccf2d2aa7e4f2eb7ce
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_058.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 741,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 58,
+  "prompt": "A futuristic, towering giant robot standing in the neon-lit streets of Cyberpunk Beijing. The robot is sleek and metallic, with intricate cybernetic designs and glowing LED lights running along its body. It has a powerful, muscular build and stands atop a bustling street filled with holographic advertisements and futuristic vehicles. The cityscape behind it includes towering skyscrapers with illuminated windows and billowing smokestacks, creating a vibrant and dynamic urban environment. The robot's eyes are highlighted and emit a soft blue glow, adding to its imposing presence. Wide shot capturing the robot and the bustling cityscape below.",
+  "original_prompt": "A super cool giant robot in Cyberpunk Beijing",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/058.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3163.41170501709,
+  "excluded_context_kv_latency_ms": 787.0367431640625,
+  "wall_generation_s": 5.7087132930755615,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_059.json b/eval_out/per_prompt/cf_ffff/overall_consistency_059.json
new file mode 100644
index 0000000000000000000000000000000000000000..15684dc95e1dad2657379bdd199a2e4b34c0b117
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_059.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 742,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 59,
+  "prompt": "A serene tropical beach at sunrise, where the first rays of sunlight illuminate the golden sand and crystal-clear turquoise water. In the foreground, tall palm trees sway gently in the breeze, casting long shadows across the sand. The water is calm and inviting, reflecting the vibrant hues of the early morning sky. The scene is peaceful and tranquil, with soft waves lapping at the shore. Wide-angle shot, capturing the expansive beauty of the beach and the horizon where the sun is just beginning to rise.",
+  "original_prompt": "A tropical beach at sunrise, with palm trees and crystal-clear water in the foreground",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/059.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3188.528495788574,
+  "excluded_context_kv_latency_ms": 803.8404922485352,
+  "wall_generation_s": 5.756557464599609,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_060.json b/eval_out/per_prompt/cf_ffff/overall_consistency_060.json
new file mode 100644
index 0000000000000000000000000000000000000000..47c5504cda6b29079fbe79a43cbe182851b8dbfe
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_060.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 743,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 60,
+  "prompt": "Cinematic shot in the style of Vincent van Gogh, featuring a self-portrait of the artist himself. Van Gogh is depicted with his signature wild, curly hair and a thick, stubbly beard. His face is expressive, with deep-set eyes and a furrowed brow, conveying intense emotion. He is wearing a dark jacket and a beret, typical of his self-portraits. The background is a swirling, vibrant landscape with bold, brushstroke patterns, characteristic of Van Gogh\u2019s post-impressionist style. The lighting is dramatic, casting soft shadows across his face. The shot is a close-up, capturing the raw intensity of his gaze and the textured brushstrokes that define his artistic style.",
+  "original_prompt": "Cinematic shot of Van Gogh's selfie, Van Gogh style",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/060.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3143.5396423339844,
+  "excluded_context_kv_latency_ms": 784.1659240722656,
+  "wall_generation_s": 5.689656734466553,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_061.json b/eval_out/per_prompt/cf_ffff/overall_consistency_061.json
new file mode 100644
index 0000000000000000000000000000000000000000..f36db18e5e15b1908ede4b3bece90de2dd4f9437
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_061.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 744,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 61,
+  "prompt": "A young woman named Gwen Stacy, with shoulder-length curly auburn hair and wearing glasses, sits comfortably in a cozy armchair, engrossed in reading a book. She has fair skin and wears a casual outfit consisting of a pastel-colored blouse and jeans. Her expression is serene and focused, with a hint of concentration as she turns the pages gently. The room around her is softly lit with warm hues, featuring a wooden desk with scattered books and a small lamp. The background includes a bookshelf filled with various books and a window letting in natural light. Medium close-up shot, static scene.",
+  "original_prompt": "Gwen Stacy reading a book",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/061.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3159.944175720215,
+  "excluded_context_kv_latency_ms": 787.0594177246094,
+  "wall_generation_s": 5.709753513336182,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_062.json b/eval_out/per_prompt/cf_ffff/overall_consistency_062.json
new file mode 100644
index 0000000000000000000000000000000000000000..103e2247b8e5439e6b2c17f38d73b6a43482c453
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_062.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 745,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 62,
+  "prompt": "A high-definition, cinematic scene featuring Tony Stark as Iron Man soaring through the sky. He is clad in his iconic gold and red armored suit, which gleams under the sunlight. His arms are extended slightly forward as he flies, showcasing the intricate design and glowing arc reactor on his chest. The sky is a vivid mix of blue and orange hues, suggesting a sunset. In the background, there are distant skyscrapers and clouds, emphasizing the urban setting. Iron Man's face is partially obscured by his helmet visor, but his determined expression can be seen. The scene is captured in a medium shot, maintaining a steady camera angle as Iron Man continues to fly gracefully.",
+  "original_prompt": "Iron Man flying in the sky",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/062.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3153.995780944824,
+  "excluded_context_kv_latency_ms": 783.810546875,
+  "wall_generation_s": 5.698551893234253,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_063.json b/eval_out/per_prompt/cf_ffff/overall_consistency_063.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a3ac17876d2f4a7bee9339b7d42c174b82368e0
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_063.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 746,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 63,
+  "prompt": "Oil painting style, a panoramic view of The Bund in Shanghai at sunset. The scene features iconic buildings such as the Peace Hotel and the Customs House, with their distinctive architectural details illuminated by warm golden hues. The Huangpu River flows gracefully in the foreground, reflecting the vibrant colors of the sky. Crowds of people in modern attire stroll along the riverbank, adding life to the bustling atmosphere. In the background, skyscrapers loom over the historic district, creating a striking contrast between old and new Shanghai. Wide shot, static scene capturing the beauty of the cityscape under a serene twilight sky.",
+  "original_prompt": "The bund Shanghai, oil painting",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/063.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3154.384735107422,
+  "excluded_context_kv_latency_ms": 785.7929534912109,
+  "wall_generation_s": 5.700152635574341,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_064.json b/eval_out/per_prompt/cf_ffff/overall_consistency_064.json
new file mode 100644
index 0000000000000000000000000000000000000000..80d0e4fd81720b1b1e9f3a66cfb18dbb323d2507
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_064.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 747,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 64,
+  "prompt": "A CGI animation of Yoda, the iconic green Jedi master, playing a guitar on a stage. Yoda is dressed in his traditional Jedi robes and has a playful, focused expression as he strums the guitar strings. The stage is dimly lit with spotlights shining down on him, creating dramatic shadows. The background features a live audience with various alien species cheering him on. Yoda is sitting on a stool, leaning slightly forward, and his fingers move nimbly over the guitar. Medium close-up shot focusing on Yoda's face and hands interacting with the guitar.",
+  "original_prompt": "Yoda playing guitar on the stage",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/064.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3151.208641052246,
+  "excluded_context_kv_latency_ms": 785.4602508544922,
+  "wall_generation_s": 5.698698043823242,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_065.json b/eval_out/per_prompt/cf_ffff/overall_consistency_065.json
new file mode 100644
index 0000000000000000000000000000000000000000..406f24daf0c3b2c126c08cc31cb37143b84ad0c8
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_065.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 748,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 65,
+  "prompt": "In the style of Ukiyo-e, a beautiful coastal beach in spring, waves gently lap against the soft golden sand. The scene is serene and picturesque, with a clear blue sky dotted with fluffy clouds. A few palm trees stand tall along the shore, their leaves rustling softly in the breeze. In the background, a traditional Japanese fishing village can be seen, with thatched-roof houses and boats docked at the pier. The water is calm, reflecting the tranquil atmosphere. The composition follows the classic Ukiyo-e horizontal format, capturing the essence of nature and human interaction with the environment in a harmonious medium shot.",
+  "original_prompt": "A beautiful coastal beach in spring, waves lapping on sand by Hokusai, in the style of Ukiyo",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/065.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3158.718589782715,
+  "excluded_context_kv_latency_ms": 787.991569519043,
+  "wall_generation_s": 5.708665609359741,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_066.json b/eval_out/per_prompt/cf_ffff/overall_consistency_066.json
new file mode 100644
index 0000000000000000000000000000000000000000..a8b22b015a02a51e5a086268f6f4f2c6b814c971
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_066.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 749,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 66,
+  "prompt": "A beautiful coastal beach scene in spring, inspired by Vincent van Gogh's style. The beach is filled with soft, golden sand, and the water gently laps at the shore with serene waves. The sky is painted with vibrant hues of pink, orange, and blue, reflecting the early morning light. Palm trees sway gently in the breeze, casting dappled shadows on the sand. Seagulls fly overhead, adding to the tranquil atmosphere. The background showcases a picturesque horizon with rolling hills and a dense forest. The scene is captured in Van Gogh's distinct post-impressionist style, with bold brushstrokes and rich colors. Wide shot, capturing the expansive beauty of the coastal landscape.",
+  "original_prompt": "A beautiful coastal beach in spring, waves lapping on sand by Vincent van Gogh",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/066.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3168.00732421875,
+  "excluded_context_kv_latency_ms": 788.8528671264648,
+  "wall_generation_s": 5.715487480163574,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_067.json b/eval_out/per_prompt/cf_ffff/overall_consistency_067.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a60692f9d05c53edc51ba25259e2c0a6543df41
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_067.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 750,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 67,
+  "prompt": "A serene, picturesque scene of a small wooden boat gently gliding along the Seine River in Paris, France. The boat is rowed leisurely by a middle-aged man in a casual striped shirt and khaki pants, who rows smoothly with rhythmic strokes. The Eiffel Tower stands majestically in the background, partially visible through the misty morning air. The riverbank is lined with lush green trees and quaint buildings, reflecting off the calm waters. The overall atmosphere is peaceful and tranquil, capturing the essence of a lazy summer day. Wide shot, static camera.",
+  "original_prompt": "A boat sailing leisurely along the Seine River with the Eiffel Tower in background",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/067.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3169.9452743530273,
+  "excluded_context_kv_latency_ms": 793.0799407958984,
+  "wall_generation_s": 5.725508451461792,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_068.json b/eval_out/per_prompt/cf_ffff/overall_consistency_068.json
new file mode 100644
index 0000000000000000000000000000000000000000..9117ec8e5103cec0be22de28e83c48b1f66e4ad7
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_068.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 751,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 68,
+  "prompt": "A slow-moving car driving down an empty street during a rainy evening. The car's headlights illuminate the wet pavement, creating reflections and puddles that ripple from passing vehicles and pedestrians. The street is desolate, with only distant streetlights casting a dim glow over the scene. The rain creates a soft mist, making the surroundings appear hazy and melancholic. The camera follows the car in a smooth tracking shot, capturing the droplets hitting the windshield and the wipers swiping across. The overall atmosphere is calm yet eerie, with a slight sense of isolation. Medium shot focusing on the car and its immediate surroundings.",
+  "original_prompt": "A car moving slowly on an empty street, rainy evening",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/068.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3139.376396179199,
+  "excluded_context_kv_latency_ms": 782.4046859741211,
+  "wall_generation_s": 5.68189549446106,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_069.json b/eval_out/per_prompt/cf_ffff/overall_consistency_069.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1029223422c920a2c66bc399eeea314ba9d91ed
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_069.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 752,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 69,
+  "prompt": "A close-up shot of a fluffy gray cat with green eyes eating food from a white ceramic bowl. The cat has a curious expression and its tail is gently swishing behind it. The bowl is placed on a wooden table, and the cat's whiskers are brushing against the surface of the bowl as it eats. The lighting is soft and warm, casting gentle shadows on the table. The cat's natural movements include licking its lips and occasionally pausing to look around. Medium shot focusing on the interaction between the cat and the bowl.",
+  "original_prompt": "A cat eating food out of a bowl",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/069.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3162.203125,
+  "excluded_context_kv_latency_ms": 786.6041870117188,
+  "wall_generation_s": 5.710380554199219,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_070.json b/eval_out/per_prompt/cf_ffff/overall_consistency_070.json
new file mode 100644
index 0000000000000000000000000000000000000000..00396fbabd74357cc01ab50cfeda49199079f7b9
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_070.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 753,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 70,
+  "prompt": "A playful domestic cat lounging by a sparkling swimming pool, wearing stylish black sunglasses perched atop its head. The cat has soft, fluffy fur with distinct stripes, and its tail curls gently behind it. The cat is lying down, paws tucked under its body, with a relaxed and content expression. The pool is surrounded by lush green grass and vibrant flowers, creating a serene and sunny outdoor setting. The water sparkles in the sunlight, and there is a gentle breeze rustling the leaves. Medium close-up shot focusing on the cat and the sunglasses.",
+  "original_prompt": "A cat wearing sunglasses at a pool",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/070.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.3251190185547,
+  "excluded_context_kv_latency_ms": 783.0730514526367,
+  "wall_generation_s": 5.69368052482605,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_071.json b/eval_out/per_prompt/cf_ffff/overall_consistency_071.json
new file mode 100644
index 0000000000000000000000000000000000000000..424ffa0d73baaeb070e3cdba296835be2d311b1a
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_071.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 754,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 71,
+  "prompt": "A confused panda sitting in a classroom filled with desks and chairs, surrounded by other animated animal students taking notes. The panda is holding a pencil and staring at a complex calculus equation on a chalkboard, scratching its head with a puzzled expression. The classroom has typical school decor including posters on the walls and a teacher's desk at the front. The panda looks lost and overwhelmed, trying to understand the mathematical concepts being taught. Medium shot focusing on the panda's reaction and the chalkboard in the background.",
+  "original_prompt": "A confused panda in calculus class",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/071.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3148.1796264648438,
+  "excluded_context_kv_latency_ms": 784.0253829956055,
+  "wall_generation_s": 5.691949844360352,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_072.json b/eval_out/per_prompt/cf_ffff/overall_consistency_072.json
new file mode 100644
index 0000000000000000000000000000000000000000..92ffbd3ef4065d3876c8c001368103912805bbeb
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_072.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 755,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 72,
+  "prompt": "A cute, fluffy panda sitting at a small table in a traditional Chinese restaurant, eating Chinese cuisine. The panda has soft black patches around its eyes and ears, contrasting with its white fur. It sits comfortably in a relaxed posture, holding a pair of chopsticks with its front paws, delicately picking up pieces of dumplings from a steaming plate. The restaurant is decorated with red lanterns and bamboo accents, creating a cozy and inviting atmosphere. In the background, other diners can be seen enjoying their meals. Medium close-up shot focusing on the panda's face and hands as it enjoys its meal.",
+  "original_prompt": "A cute fluffy panda eating Chinese food in a restaurant",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/072.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3148.3328552246094,
+  "excluded_context_kv_latency_ms": 783.0498504638672,
+  "wall_generation_s": 5.692262411117554,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_073.json b/eval_out/per_prompt/cf_ffff/overall_consistency_073.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd519133a6ed3e7f7ffb93a1628c8a3051135638
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_073.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 756,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 73,
+  "prompt": "A cheerful and playful Corgi running and frolicking in a sunlit park during the golden hour of sunset. The Corgi has a fluffy tail and perky ears, wagging happily as it runs through the grassy field. The sky is painted with warm hues of orange and pink, casting a soft glow over the greenery. In the background, there are families enjoying their leisure time, children playing, and couples walking hand in hand. Medium shot capturing the joyful energy of the Corgi amidst the serene park atmosphere.",
+  "original_prompt": "A cute happy Corgi playing in park, sunset",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/073.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3155.6295166015625,
+  "excluded_context_kv_latency_ms": 786.1438369750977,
+  "wall_generation_s": 5.700620412826538,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_074.json b/eval_out/per_prompt/cf_ffff/overall_consistency_074.json
new file mode 100644
index 0000000000000000000000000000000000000000..150918425595b5b1b9effef213ab436f8c012e05
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_074.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 757,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 74,
+  "prompt": "A cute raccoon playing a guitar in a small boat on the vast ocean. The raccoon has fluffy gray fur, large black bandit-mask-like patches around its eyes, and expressive brown eyes. It sits comfortably in the boat, holding the guitar with both front paws and strumming the strings with its fingers, creating a playful and whimsical atmosphere. The boat gently rocks on the waves, surrounded by sparkling water and a clear blue sky with fluffy clouds. The camera captures the raccoon from a mid-shot angle, focusing on its charming interaction with the guitar.",
+  "original_prompt": "A cute raccoon playing guitar in a boat on the ocean",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/074.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3161.616165161133,
+  "excluded_context_kv_latency_ms": 787.6354827880859,
+  "wall_generation_s": 5.705462694168091,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_075.json b/eval_out/per_prompt/cf_ffff/overall_consistency_075.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fc54424f016463ea32bdb27022d512371345628
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_075.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 758,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 75,
+  "prompt": "A cheerful, fuzzy panda playing a guitar near a warm campfire. The panda has soft, black patches against a white fluffy coat, with large, expressive eyes filled with joy. It is sitting comfortably, strumming the strings with its front paws. Flames from the campfire flicker and dance, casting gentle shadows on the ground. In the background, a majestic snow-capped mountain rises, its peaks dusted with snow under a clear blue sky. The scene is captured in a medium shot, emphasizing the cozy, serene atmosphere of the winter landscape.",
+  "original_prompt": "A happy fuzzy panda playing guitar nearby a campfire, snow mountain in the background",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/075.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3170.2247467041016,
+  "excluded_context_kv_latency_ms": 790.0356063842773,
+  "wall_generation_s": 5.722552299499512,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_076.json b/eval_out/per_prompt/cf_ffff/overall_consistency_076.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd00d804976dd4b81c432f49b8cf1994f556f7bd
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_076.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 759,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 76,
+  "prompt": "A dramatic scene of lightning striking the top of the Eiffel Tower during a stormy night. Dark, ominous clouds fill the sky, casting shadows across the iconic Parisian landmark. The intense flash of lightning illuminates the tower momentarily, highlighting its intricate iron lattice structure. The scene is captured from a medium distance, showcasing both the tower and the turbulent sky above. The lighting is dramatic, emphasizing the contrast between the bright flashes and the dark, foreboding atmosphere. Wide shot, static scene.",
+  "original_prompt": "A lightning striking atop of eiffel tower, dark clouds in the sky",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/076.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3143.0088500976562,
+  "excluded_context_kv_latency_ms": 783.1625442504883,
+  "wall_generation_s": 5.684983491897583,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_077.json b/eval_out/per_prompt/cf_ffff/overall_consistency_077.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2a2673091dd3f691fa65c80583bdc06224f9d4c
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_077.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 760,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 77,
+  "prompt": "A modern art museum featuring a vibrant array of colorful abstract paintings. The walls are white, providing a stark contrast to the bright, expressive artworks hanging on them. Various artists' works are displayed, showcasing a mix of styles including geometric shapes, splashes of paint, and bold brushstrokes. Visitors move gracefully among the exhibits, admiring the diverse collection. The lighting is soft and diffused, enhancing the colors and textures of each piece. Wide shots capture the expansive gallery spaces, while close-ups highlight individual paintings. The atmosphere is serene and inviting, encouraging viewers to explore and appreciate the art.",
+  "original_prompt": "A modern art museum, with colorful paintings",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/077.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3159.2423934936523,
+  "excluded_context_kv_latency_ms": 787.4739532470703,
+  "wall_generation_s": 5.7093610763549805,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_078.json b/eval_out/per_prompt/cf_ffff/overall_consistency_078.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0d79bcb290431ff5644b130fbb203e6d2dfdbea
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_078.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 761,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 78,
+  "prompt": "A playful giant panda standing in a cozy kitchen, surrounded by various cooking utensils and ingredients. The panda is wearing a chef's hat and apron, holding a wooden spoon in one hand and a spatula in the other, ready to stir a pot of steaming vegetables on the stove. The kitchen has warm lighting and modern appliances, with cabinets filled with pots and pans. The panda's black patches around the eyes give it a curious and attentive look as it focuses on its culinary task. Medium shot focusing on the panda's upper body and the kitchen counter.",
+  "original_prompt": "A panda cooking in the kitchen",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/078.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3145.2320556640625,
+  "excluded_context_kv_latency_ms": 783.4574356079102,
+  "wall_generation_s": 5.689606666564941,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_079.json b/eval_out/per_prompt/cf_ffff/overall_consistency_079.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a79f0537a963866fde067868687330f4e32398e
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_079.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 762,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 79,
+  "prompt": "A cute and playful panda bear swinging back and forth on a traditional swing set in a lush bamboo forest. The panda has black patches around its eyes and on its ears, giving it an endearing and curious expression. It is holding onto the chains of the swing with both front paws while its hind legs dangle freely. The bamboo trees sway gently in the breeze, and the sunlight filters through the leaves, casting a soft glow over the scene. The panda giggles as it swings higher, enjoying the fun. Mid-shot capturing the panda mid-swing, with a slight tilt upwards to show the surrounding forest.",
+  "original_prompt": "A panda playing on a swing set",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/079.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3141.96573638916,
+  "excluded_context_kv_latency_ms": 782.3654708862305,
+  "wall_generation_s": 5.683576583862305,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_080.json b/eval_out/per_prompt/cf_ffff/overall_consistency_080.json
new file mode 100644
index 0000000000000000000000000000000000000000..0bf074e7b2a9c8384810be76523e3821d8eed595
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_080.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 763,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 80,
+  "prompt": "A playful polar bear is strumming a guitar in a snowy wilderness. The polar bear is standing upright, holding the guitar with its front paws, while its large, fluffy body contrasts against the pristine white snow. The bear's expressive face shows concentration and joy as it plays. Surrounding the bear are tall, snow-covered trees and a frozen lake with cracks in the ice. The scene is bathed in soft, warm sunlight, creating a serene and magical atmosphere. Close-up view focusing on the bear's face and paws interacting with the guitar.",
+  "original_prompt": "A polar bear is playing guitar",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/080.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3148.374687194824,
+  "excluded_context_kv_latency_ms": 784.2528228759766,
+  "wall_generation_s": 5.691818714141846,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_081.json b/eval_out/per_prompt/cf_ffff/overall_consistency_081.json
new file mode 100644
index 0000000000000000000000000000000000000000..4020e5ccb8452c06619c13f4af4ebf646ccceee9
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_081.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 764,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 81,
+  "prompt": "A raccoon dressed in a formal suit, complete with a bow tie and polished shoes, is playing a shiny brass trumpet. The raccoon stands confidently on a stage, illuminated by spotlights, with a backdrop of a vibrant stage curtain. The raccoon's expressive face shows concentration as it blows into the trumpet, creating lively musical notes. The scene is set against a colorful stage backdrop with twinkling lights and a grand curtain. Medium close-up shot focusing on the raccoon's performance.",
+  "original_prompt": "A raccoon dressed in suit playing the trumpet, stage background",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/081.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3164.0893783569336,
+  "excluded_context_kv_latency_ms": 786.2581481933594,
+  "wall_generation_s": 5.710456609725952,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_082.json b/eval_out/per_prompt/cf_ffff/overall_consistency_082.json
new file mode 100644
index 0000000000000000000000000000000000000000..995b5c988ed1cde8bd32fbab4919e1b919401f12
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_082.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 765,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 82,
+  "prompt": "In a futuristic Tokyo rooftop set during a heavy rainstorm, a robot DJ is spinning records at a cyberpunk nightclub. The robot has sleek metallic arms and a glowing LED screen for a face, expressing intense concentration as it mixes tracks. The DJ is surrounded by neon lights and holographic displays, casting colorful reflections off the wet surroundings. The rain creates a misty atmosphere, enhancing the dystopian feel. The scene includes other robots and humans dancing under umbrellas, adding dynamic movement. Close-up shots of the DJ's hands manipulating the turntables and a wide shot capturing the lively rooftop party. Sci-fi, fantasy style.",
+  "original_prompt": "A robot DJ is playing the turntable, in heavy raining futuristic tokyo rooftop cyberpunk night, sci-fi, fantasy",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/082.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3159.883834838867,
+  "excluded_context_kv_latency_ms": 788.7840805053711,
+  "wall_generation_s": 5.706385374069214,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_083.json b/eval_out/per_prompt/cf_ffff/overall_consistency_083.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9f29ce0f2876e2f4769de8d2f19cd01049c4aa6
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_083.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 766,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 83,
+  "prompt": "A large great white shark swimming gracefully through the crystal-clear waters of the Caribbean Ocean. The shark glides smoothly with its powerful tail fin moving side to side, creating gentle ripples in the water. Its sleek, streamlined body is covered in small, shiny scales, reflecting the sunlight that penetrates the ocean depths. Schools of colorful tropical fish swim around the shark, adding vibrant life to the underwater scene. The background showcases the sandy ocean floor dotted with coral reefs and patches of seaweed swaying gently with the current. The camera follows the shark from a medium underwater perspective, capturing the shark's fluid motions and the serene beauty of its surroundings.",
+  "original_prompt": "A shark swimming in clear Caribbean ocean",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/083.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3169.6701049804688,
+  "excluded_context_kv_latency_ms": 788.5969314575195,
+  "wall_generation_s": 5.7208380699157715,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_084.json b/eval_out/per_prompt/cf_ffff/overall_consistency_084.json
new file mode 100644
index 0000000000000000000000000000000000000000..59b765667a986b6745a206d5de860b16bc208b8a
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_084.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 767,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 84,
+  "prompt": "A futuristic super robot standing tall and vigilant, protecting a bustling city skyline from a looming threat. The robot has a sleek, metallic design with glowing blue energy lines running across its body. It stands in a heroic pose, arms raised, ready to defend the city below. The urban landscape features towering skyscrapers, bustling streets, and neon lights reflecting off the wet pavement after a rain shower. The scene is captured in a sweeping wide shot, showcasing the robot's imposing size and the vibrant city life behind it.",
+  "original_prompt": "A super robot protecting city",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/084.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3142.255081176758,
+  "excluded_context_kv_latency_ms": 782.5854797363281,
+  "wall_generation_s": 5.6812584400177,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_085.json b/eval_out/per_prompt/cf_ffff/overall_consistency_085.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b926962e624bbde89f83fc998f785f1564cd3f4
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_085.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 768,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 85,
+  "prompt": "A cute, soft teddy bear with brown fur and black button eyes is washing dishes in a kitchen sink. The teddy bear stands on its hind legs, holding a sponge in one paw and a dish in the other, scrubbing away as if it were a real person doing chores. Its fluffy body and friendly expression contrast with the domestic task, creating a whimsical scene. The kitchen is simply decorated with white tiles and a few utensils on the counter. The teddy bear's posture is upright and focused, emphasizing its involvement in the activity. Medium shot focusing on the teddy bear's actions.",
+  "original_prompt": "A teddy bear washing the dishes",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/085.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.4465560913086,
+  "excluded_context_kv_latency_ms": 784.8222045898438,
+  "wall_generation_s": 5.6971423625946045,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_086.json b/eval_out/per_prompt/cf_ffff/overall_consistency_086.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a62c8508bd632a3560def4b5c0dc6a0c3c4a954
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_086.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 769,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 86,
+  "prompt": "In an epic scene, a massive tornado composed of swirling smoke descends from the night sky, attacking a futuristic city bathed in neon lights and glow. The tornado is dark and ominous, with tendrils of smoke reaching out to engulf towering skyscrapers and streets below. The city glows vibrantly, with colorful lights reflecting off the storm clouds and rain. Buildings are illuminated by emergency lights and flickering street lamps as the tornado twists and turns above, casting dramatic shadows. The scene captures the chaos and intensity of nature's wrath against human civilization, with a wide-angle view to showcase the scale and destruction.",
+  "original_prompt": "An epic tornado attacking above a glowing city at night, the tornado is made of smoke",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/086.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3142.202117919922,
+  "excluded_context_kv_latency_ms": 784.6220932006836,
+  "wall_generation_s": 5.6878321170806885,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_087.json b/eval_out/per_prompt/cf_ffff/overall_consistency_087.json
new file mode 100644
index 0000000000000000000000000000000000000000..26707e2748b5744cccb1f13d72f88f9aa4d222a6
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_087.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 770,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 87,
+  "prompt": "Oil painting style, depicting a couple dressed in elegant evening attire walking home under heavy rain. The man is wearing a black tuxedo with a bow tie, while the woman is in a flowing evening gown with a fitted bodice and full skirt, adorned with intricate lace and embroidery. They are holding umbrellas, but the rain is so intense that water droplets are visible around them. The background showcases a dimly lit city street with blurred lights from distant buildings. Both figures are positioned close together, sharing an umbrella, with a slightly hunched posture due to the rain. The scene captures the romantic yet challenging atmosphere of a sudden downpour. Medium shot, focusing on the couple's interaction and the surrounding environment.",
+  "original_prompt": "An oil painting of a couple in formal evening wear going home get caught in a heavy downpour with umbrellas",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/087.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3152.4812927246094,
+  "excluded_context_kv_latency_ms": 785.1999740600586,
+  "wall_generation_s": 5.697200775146484,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_088.json b/eval_out/per_prompt/cf_ffff/overall_consistency_088.json
new file mode 100644
index 0000000000000000000000000000000000000000..1de6c2e5419837e1282d8beea91e2af0ac6c2ae3
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_088.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 771,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 88,
+  "prompt": "A vibrant underwater scene featuring several clownfish swimming gracefully through a colorful coral reef. The clownfish have distinctive orange bodies with white bars and black outlines, darting among the intricate and diverse coral formations. The corals are a mix of soft and hard varieties, showcasing various shapes and hues such as pink, green, and purple. The water is clear, with sunlight filtering through, creating a serene and lively atmosphere. The camera remains static, capturing the continuous motion of the clownfish as they explore their environment. Close-up view.",
+  "original_prompt": "Clown fish swimming through the coral reef",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/088.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3147.5651321411133,
+  "excluded_context_kv_latency_ms": 784.3589401245117,
+  "wall_generation_s": 5.692220211029053,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_089.json b/eval_out/per_prompt/cf_ffff/overall_consistency_089.json
new file mode 100644
index 0000000000000000000000000000000000000000..acb8343ba15df2e7d24634566ab759bc137f9478
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_089.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 772,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 89,
+  "prompt": "A hyper-realistic depiction of a sleek, metallic spaceship descending onto the rugged surface of Mars. The spaceship, with intricate details like aerodynamic panels and glowing engines, touches down amidst swirling clouds of red dust. The Martian landscape features jagged rocks, vast plains, and distant craters under a starry sky. The camera captures the dramatic moment from a low-angle view, emphasizing the scale and detail of the spacecraft as it lands softly on the alien terrain. Wide shot, static scene.",
+  "original_prompt": "Hyper-realistic spaceship landing on Mars",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/089.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3154.380599975586,
+  "excluded_context_kv_latency_ms": 784.8455352783203,
+  "wall_generation_s": 5.701015949249268,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_090.json b/eval_out/per_prompt/cf_ffff/overall_consistency_090.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb94405bf2343618c6317c034f89e0e6a82e9421
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_090.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 773,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 90,
+  "prompt": "A bustling scene from The Bund in Shanghai, featuring vibrant colors and lively activity. The video showcases a mix of traditional and modern architecture, including historic buildings and contemporary skyscrapers. Brightly lit storefronts, colorful advertisements, and energetic crowds fill the streets. The Huangpu River flows in the background, reflecting the city lights. People walk briskly, shop at street vendors, and take in the scenic views. The camera captures the dynamic energy of the area in a wide shot, emphasizing the blend of cultures and the vibrant atmosphere.",
+  "original_prompt": "The bund Shanghai, vibrant color",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/090.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3170.5878372192383,
+  "excluded_context_kv_latency_ms": 790.0417404174805,
+  "wall_generation_s": 5.7179388999938965,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_091.json b/eval_out/per_prompt/cf_ffff/overall_consistency_091.json
new file mode 100644
index 0000000000000000000000000000000000000000..40aee733889f273ec7399ae7810a586b449e075b
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_091.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 774,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 91,
+  "prompt": "A realistic oil painting style depiction of Vincent van Gogh standing in his studio, mid-stroke as he paints on a large canvas. Van Gogh is wearing his iconic mustard yellow shirt and has a focused, intense expression. His palette and brushes are visible on an easel beside him. The room is filled with various paintings and sketches, giving it a cluttered yet artistic atmosphere. Soft sunlight filters through the window, casting a warm glow over the scene. The camera is positioned at a medium distance, capturing Van Gogh in a three-quarter profile view, emphasizing his dedication and passion for his work.",
+  "original_prompt": "Vincent van Gogh is painting in the room",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/091.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3173.3430786132812,
+  "excluded_context_kv_latency_ms": 790.9329986572266,
+  "wall_generation_s": 5.727795124053955,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/overall_consistency_092.json b/eval_out/per_prompt/cf_ffff/overall_consistency_092.json
new file mode 100644
index 0000000000000000000000000000000000000000..085c12727154aee04c500bb6cbc1e9bf6216f605
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/overall_consistency_092.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 775,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 92,
+  "prompt": "A serene landscape featuring vibrant yellow flowers swaying gently in the breeze. The flowers are arranged in a field with patches of green grass, creating a soft and inviting backdrop. The sun is shining brightly, casting dappled shadows on the ground. A light wind causes the petals to flutter gracefully. The sky is clear and blue, with fluffy white clouds drifting by. The camera starts at a wide angle to capture the expansive field, then slowly zooms in to focus on the individual flowers as they dance in the wind. Medium close-up shot.",
+  "original_prompt": "Yellow flowers swing in the wind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/overall_consistency/092.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3151.0361328125,
+  "excluded_context_kv_latency_ms": 784.1807327270508,
+  "wall_generation_s": 5.692576169967651,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_000.json b/eval_out/per_prompt/cf_ffff/scene_000.json
new file mode 100644
index 0000000000000000000000000000000000000000..775081b08691f406c3e13f96a6e6e2794d40caf8
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_000.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 776,
+  "prompt_suite": "scene",
+  "suite_index": 0,
+  "prompt": "A dimly lit alleyway at night, filled with shadows and graffiti-covered walls. The ground is covered in wet cobblestones reflecting the faint glow of distant streetlights. In the background, there are tall buildings with their windows barely illuminated. A lone figure walks cautiously down the center of the alley, casting long shadows as they move. The atmosphere is tense and mysterious, with a slight mist hanging in the air. The camera follows the figure closely, maintaining a medium shot as they continue walking.",
+  "original_prompt": "alley",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/000.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3151.8164825439453,
+  "excluded_context_kv_latency_ms": 784.7634658813477,
+  "wall_generation_s": 5.697428464889526,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_001.json b/eval_out/per_prompt/cf_ffff/scene_001.json
new file mode 100644
index 0000000000000000000000000000000000000000..090b3e5291e8c7f8eddec5329398172760738a26
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_001.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 777,
+  "prompt_suite": "scene",
+  "suite_index": 1,
+  "prompt": "A vibrant and bustling amusement park during the daytime, featuring colorful rides and attractions. The scene includes a large Ferris wheel, a roller coaster, bumper cars, and a carousel. People of various ages and ethnicities are enjoying themselves, smiling and laughing as they ride the attractions or walk around the park. The sun is shining brightly, casting warm light over the area. The background shows lush greenery and bright banners advertising different games and food stalls. Wide-angle shot capturing the entire lively atmosphere of the amusement park.",
+  "original_prompt": "amusement park",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/001.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3146.6573181152344,
+  "excluded_context_kv_latency_ms": 784.2839279174805,
+  "wall_generation_s": 5.690237283706665,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_002.json b/eval_out/per_prompt/cf_ffff/scene_002.json
new file mode 100644
index 0000000000000000000000000000000000000000..6859340a5c1ee4603363f25f51b82d1f1812d73d
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_002.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 778,
+  "prompt_suite": "scene",
+  "suite_index": 2,
+  "prompt": "A serene underwater scene in an aquarium, featuring a variety of colorful fish swimming gracefully among vibrant coral reefs and seaweed. Schools of small tropical fish dart around larger, more majestic creatures like angelfish and clownfish. In the background, soft sunlight filters through the water, creating gentle rays that illuminate the diverse marine life. The camera remains static, capturing the tranquil and peaceful atmosphere of the aquarium. Close-up underwater perspective.",
+  "original_prompt": "aquarium",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/002.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3152.380172729492,
+  "excluded_context_kv_latency_ms": 785.4411697387695,
+  "wall_generation_s": 5.696011543273926,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_003.json b/eval_out/per_prompt/cf_ffff/scene_003.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3de473c10b61d07b5ef49ae9c183bd36d428e2c
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_003.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 779,
+  "prompt_suite": "scene",
+  "suite_index": 3,
+  "prompt": "A grand architectural structure, showcasing intricate Gothic elements. The building features towering spires, detailed stone carvings, and large stained-glass windows depicting religious scenes. The exterior is bathed in warm evening sunlight, casting long shadows across the cobblestone street below. A gentle breeze causes the windows to sway slightly. The scene is captured from a mid-shot perspective, emphasizing the vertical lines and height of the structure.",
+  "original_prompt": "arch",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/003.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3140.8467025756836,
+  "excluded_context_kv_latency_ms": 781.994026184082,
+  "wall_generation_s": 5.682688474655151,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_004.json b/eval_out/per_prompt/cf_ffff/scene_004.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcd6ec62a5a3d65edd4f4c745f86577897110eb7
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_004.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 780,
+  "prompt_suite": "scene",
+  "suite_index": 4,
+  "prompt": "A beautifully lit art gallery featuring a variety of modern artworks displayed on pristine white walls. The gallery is moderately filled with visitors who are quietly admiring the pieces, some standing in front of paintings, others taking notes. Soft, ambient lighting casts a warm glow over the room, highlighting the textures and colors of the artwork. The floor is covered in sleek hardwood, and there are elegant wooden frames surrounding each piece. A few sculptures are also scattered throughout the space, adding depth and dimension to the gallery. Wide shots capturing the full expanse of the gallery, interspersed with close-ups focusing on individual artworks and the expressions of the visitors.",
+  "original_prompt": "art gallery",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/004.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3147.8220977783203,
+  "excluded_context_kv_latency_ms": 785.9429550170898,
+  "wall_generation_s": 5.693715810775757,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_005.json b/eval_out/per_prompt/cf_ffff/scene_005.json
new file mode 100644
index 0000000000000000000000000000000000000000..8349dd5c6e0d0e3ace6e81d002db2d775f77ec89
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_005.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 781,
+  "prompt_suite": "scene",
+  "suite_index": 5,
+  "prompt": "A cozy, modern bathroom with warm lighting and sleek fixtures. The room features a large glass shower enclosure, a freestanding bathtub, and a double vanity with brushed nickel faucets. Soft, plush towels hang from a chrome towel rack. The walls are a calming light gray, and the floor is covered in elegant marble tiles. A frosted glass window lets in natural light, creating a bright and inviting atmosphere. Static wide shot showcasing the entire bathroom interior.",
+  "original_prompt": "bathroom",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/005.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3153.4116134643555,
+  "excluded_context_kv_latency_ms": 784.9077529907227,
+  "wall_generation_s": 5.694644451141357,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_006.json b/eval_out/per_prompt/cf_ffff/scene_006.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4c8efb2346bdc3439818efd2f2aafd67f08c122
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_006.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 782,
+  "prompt_suite": "scene",
+  "suite_index": 6,
+  "prompt": "A cozy bakery shop interior with warm, inviting lighting. The space is filled with shelves displaying an array of freshly baked goods such as bread, pastries, and cakes. The counter is lined with cupcakes and cookies, while a glass case showcases artisanal bread loaves. A friendly baker in an apron is seen kneading dough at a large wooden table. Customers mill about, browsing and purchasing items. The walls are adorned with vintage posters and the scent of baking fills the air. Soft, ambient music plays in the background. Medium shot capturing the bustling atmosphere of the bakery.",
+  "original_prompt": "bakery shop",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/006.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3176.1035919189453,
+  "excluded_context_kv_latency_ms": 791.478385925293,
+  "wall_generation_s": 5.730269193649292,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_007.json b/eval_out/per_prompt/cf_ffff/scene_007.json
new file mode 100644
index 0000000000000000000000000000000000000000..380b009dfc67e73b5af96f95ab1a0f96eb365312
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_007.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 783,
+  "prompt_suite": "scene",
+  "suite_index": 7,
+  "prompt": "A beautifully lit ballroom scene set during a grand ball. The room is filled with elegantly dressed guests, all engaged in graceful waltzing. The floor is polished hardwood, reflecting the chandeliers hanging from the ceiling. Ornate gold and white decorations adorn the walls, and lush curtains frame the large windows. Couples move smoothly across the dance floor, their dresses and tuxedos flowing as they twirl. The camera remains static, capturing the grandeur and elegance of the scene from a wide shot perspective.",
+  "original_prompt": "ballroom",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/007.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3144.4450912475586,
+  "excluded_context_kv_latency_ms": 782.5393295288086,
+  "wall_generation_s": 5.684668302536011,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_008.json b/eval_out/per_prompt/cf_ffff/scene_008.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c7705c0d38cf16d7df73173147cede4814027a2
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_008.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 784,
+  "prompt_suite": "scene",
+  "suite_index": 8,
+  "prompt": "A lively bar scene set during nighttime with warm, ambient lighting. The interior is decorated with dimly lit neon signs, wooden tables, and chairs, and a long polished bar counter with various bottles of alcohol neatly arranged behind it. Customers are engaged in conversations, some laughing, others quietly sipping their drinks. The bartender, a middle-aged man with a friendly smile, is attentively serving customers. The scene includes various races and ages of patrons, creating a diverse atmosphere. Medium shot capturing the bustling environment from a static perspective.",
+  "original_prompt": "bar",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/008.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3160.9751510620117,
+  "excluded_context_kv_latency_ms": 787.3163146972656,
+  "wall_generation_s": 5.7097487449646,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_009.json b/eval_out/per_prompt/cf_ffff/scene_009.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1d90f8e64549944ba56ea9a6a627a14a5694d8b
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_009.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 785,
+  "prompt_suite": "scene",
+  "suite_index": 9,
+  "prompt": "A serene countryside barn at sunset, surrounded by lush green fields and tall golden wheat stalks swaying gently in the breeze. The barn has a rustic wooden exterior with a red roof and white trim, showcasing classic American farm architecture. The scene includes a few old farming tools leaning against the side of the barn. Soft sunlight filters through the clouds, casting a warm glow over the entire area. The background features rolling hills and distant trees. Static medium shot capturing the peaceful ambiance of the barn.",
+  "original_prompt": "barn",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/009.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3140.075408935547,
+  "excluded_context_kv_latency_ms": 784.9956588745117,
+  "wall_generation_s": 5.684957504272461,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_010.json b/eval_out/per_prompt/cf_ffff/scene_010.json
new file mode 100644
index 0000000000000000000000000000000000000000..5374be3cfe12636cc65f27eba82aaeb72483bc6a
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_010.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 786,
+  "prompt_suite": "scene",
+  "suite_index": 10,
+  "prompt": "A dimly lit basement interior with exposed brick walls and pipes running along the ceiling. The space is cluttered with old furniture, boxes, and various household items scattered around. A flickering fluorescent light casts eerie shadows across the room. The floor is covered with a mix of tiles and exposed concrete, adding to the gloomy atmosphere. The camera captures the entire room in a wide shot, focusing on the messiness and the general desolate feel of the basement.",
+  "original_prompt": "basement",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/010.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.1663360595703,
+  "excluded_context_kv_latency_ms": 784.4190979003906,
+  "wall_generation_s": 5.693525075912476,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_011.json b/eval_out/per_prompt/cf_ffff/scene_011.json
new file mode 100644
index 0000000000000000000000000000000000000000..0731d0ec5c1da2bc8a9f81ae8c7c6082b6e318cb
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_011.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 787,
+  "prompt_suite": "scene",
+  "suite_index": 11,
+  "prompt": "A serene beach scene in vibrant, high-definition cinematography. The video captures the vast expanse of golden sand stretching towards the horizon, with gentle waves lapping at the shore. Palm trees sway gently in the breeze, their leaves rustling softly. Seagulls fly overhead, occasionally diving down to the water. The sun is setting, casting a warm, orange glow over the beach and reflecting off the calm sea. In the foreground, a lone figure walks along the shoreline, kicking up sand with each step. The background showcases a stunning array of pastel hues as the sky transitions from bright blue to shades of pink and purple. Wide shot, static camera capturing the panoramic beauty of the beach during sunset.",
+  "original_prompt": "beach",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/011.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.579948425293,
+  "excluded_context_kv_latency_ms": 784.1475067138672,
+  "wall_generation_s": 5.694924592971802,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_012.json b/eval_out/per_prompt/cf_ffff/scene_012.json
new file mode 100644
index 0000000000000000000000000000000000000000..4412ebfde0763bf4bf96314ddde0d4fdaa0df46d
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_012.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 788,
+  "prompt_suite": "scene",
+  "suite_index": 12,
+  "prompt": "A cozy bedroom designed in a modern Scandinavian style. The room is softly lit with warm, ambient lighting from a bedside lamp. The walls are painted a calming light blue, and there is a plush, full-sized bed with a white duvet cover and soft pillows. A wooden nightstand holds the lamp and a small vase of fresh flowers. On the opposite wall, there is a large window with sheer curtains, allowing natural light to stream in during the day. The floor is covered with a soft, beige carpet. The scene is a medium shot, capturing the essence of a serene sleeping space.",
+  "original_prompt": "bedroom",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/012.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3155.5529174804688,
+  "excluded_context_kv_latency_ms": 785.4213790893555,
+  "wall_generation_s": 5.702077627182007,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_013.json b/eval_out/per_prompt/cf_ffff/scene_013.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c344d883aaddc8ebcad62d9613aa0af4f3261d1
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_013.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 789,
+  "prompt_suite": "scene",
+  "suite_index": 13,
+  "prompt": "A serene daytime view of a modern suspension bridge stretching across a wide river. The bridge is bustling with cars and pedestrians moving steadily along its pathways. The water below reflects the bridge's elegant curves and the surrounding green hills. Soft sunlight glints off the water, casting gentle ripples and highlighting the bridge's structural beauty. Wide shot, static scene focusing on the bridge's grandeur and the vibrant activity on and around it.",
+  "original_prompt": "bridge",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/013.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3212.637046813965,
+  "excluded_context_kv_latency_ms": 797.5737380981445,
+  "wall_generation_s": 5.7681028842926025,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_014.json b/eval_out/per_prompt/cf_ffff/scene_014.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b3d9b170558adada6d16b72fcef1bcbce7ea72c
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_014.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 790,
+  "prompt_suite": "scene",
+  "suite_index": 14,
+  "prompt": "A serene botanical garden filled with a diverse array of vibrant flowers and lush greenery. The scene showcases various blooming flowers such as roses, lilies, and tulips, along with tall palm trees and dense shrubbery. Soft sunlight filters through the canopy, casting dappled shadows on the winding paths. A gentle breeze causes the leaves to rustle softly. In the background, there are quaint benches and water fountains adding to the tranquil atmosphere. The camera pans slowly across the garden, capturing the intricate details of each plant. Close-up shots of individual flowers highlight their colors and textures. Mid-shot of the garden path leading towards a beautiful fountain.",
+  "original_prompt": "botanical garden",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/014.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3165.0078887939453,
+  "excluded_context_kv_latency_ms": 787.1283874511719,
+  "wall_generation_s": 5.713864803314209,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_015.json b/eval_out/per_prompt/cf_ffff/scene_015.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1245beb35f0b5412453aa778eacaac173096324
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_015.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 791,
+  "prompt_suite": "scene",
+  "suite_index": 15,
+  "prompt": "A bustling cafeteria scene in a modern school setting. Students and teachers are seen moving about, carrying trays and chatting. The cafeteria is brightly lit with large windows allowing natural sunlight to pour in. Various food stations are visible, including a salad bar, hot entrees, and a dessert area. The walls are painted in cheerful colors, adorned with posters and motivational quotes. In the background, a few students sit at round tables, enjoying their meals. The scene captures a lively atmosphere with a mix of diverse individuals, emphasizing natural interactions and movements. Wide shot, capturing the full environment.",
+  "original_prompt": "cafeteria",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/015.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3136.7785263061523,
+  "excluded_context_kv_latency_ms": 782.8102111816406,
+  "wall_generation_s": 5.676118850708008,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_016.json b/eval_out/per_prompt/cf_ffff/scene_016.json
new file mode 100644
index 0000000000000000000000000000000000000000..45b74f70135d85fa72d23daf1e3cb71ff5ca354f
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_016.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 792,
+  "prompt_suite": "scene",
+  "suite_index": 16,
+  "prompt": "A serene campsite nestled in a dense forest at sunset. The scene includes several tents pitched around a central campfire, where a group of diverse friends gather, laughing and sharing stories. The tents are brightly colored and varied in design, with camping gear scattered nearby. The sky is painted with warm hues of orange and pink, casting a gentle glow over the campsite. The ground is covered with soft green grass and fallen leaves. The atmosphere is cozy and inviting, capturing the essence of a perfect camping experience. Medium shot, static view.",
+  "original_prompt": "campsite",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/016.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3155.1621704101562,
+  "excluded_context_kv_latency_ms": 786.5263366699219,
+  "wall_generation_s": 5.703082084655762,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_017.json b/eval_out/per_prompt/cf_ffff/scene_017.json
new file mode 100644
index 0000000000000000000000000000000000000000..235bc384086bd11a7bf0d8a2bf1c078cb3148225
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_017.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 793,
+  "prompt_suite": "scene",
+  "suite_index": 17,
+  "prompt": "A vibrant college campus during a sunny afternoon, filled with students engaged in various activities. Young adults are walking between colorful buildings adorned with banners and posters, some are chatting while others are studying outdoors at picnic tables under large shade trees. The atmosphere is lively and energetic, with laughter and conversation filling the air. The scene includes a central quad with a fountain, surrounded by lush green lawns and blooming flowers. A few bicycles are parked near benches where students are relaxing. The background showcases modern architectural designs mixed with classic brick facades. Medium shot capturing the bustling environment of a typical university campus.",
+  "original_prompt": "campus",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/017.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.4547271728516,
+  "excluded_context_kv_latency_ms": 784.2892303466797,
+  "wall_generation_s": 5.692590236663818,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_018.json b/eval_out/per_prompt/cf_ffff/scene_018.json
new file mode 100644
index 0000000000000000000000000000000000000000..50578d2f9c74aacb68a3f0e12ce5562eccc39614
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_018.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 794,
+  "prompt_suite": "scene",
+  "suite_index": 18,
+  "prompt": "A vintage carousel at an amusement park, featuring brightly colored horses and other animals that move up and down as the carousel spins. The carousel is set against a backdrop of twinkling lights and festive decorations, creating a magical atmosphere. The horses have detailed designs, including intricate patterns and shimmering fabrics. Children and adults alike are seen riding the carousel, laughing and enjoying themselves. The scene is captured in a warm, nostalgic style, with soft lighting and a gentle camera pan following the rotation of the carousel. Medium shot focusing on the central action of the carousel in motion.",
+  "original_prompt": "carrousel",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/018.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3160.553665161133,
+  "excluded_context_kv_latency_ms": 786.545539855957,
+  "wall_generation_s": 5.707885503768921,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_019.json b/eval_out/per_prompt/cf_ffff/scene_019.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ee4b5e6122b91c02ae5d48da39173ce3bd9b084
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_019.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 795,
+  "prompt_suite": "scene",
+  "suite_index": 19,
+  "prompt": "A majestic medieval castle standing tall against a dramatic sky filled with storm clouds. The castle is made of dark stone with towering turrets, intricate carvings, and banners fluttering from the walls. The moat surrounding the castle is calm and reflective, with a small bridge leading up to the entrance. The drawbridge is raised, and the castle gates are closed, emphasizing a sense of mystery and security. In the background, rolling hills covered in lush greenery can be seen. The scene is captured in a sweeping wide shot, capturing the grandeur and scale of the castle.",
+  "original_prompt": "castle",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/019.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3146.652442932129,
+  "excluded_context_kv_latency_ms": 783.8748474121094,
+  "wall_generation_s": 5.690608978271484,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_020.json b/eval_out/per_prompt/cf_ffff/scene_020.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cae2d4e0bc84b43fdd0cacdd90120f47623ace5
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_020.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 796,
+  "prompt_suite": "scene",
+  "suite_index": 20,
+  "prompt": "A somber, misty cemetery at dusk, featuring tall tombstones covered in ivy and moss. The graves are evenly spaced, surrounded by weathered iron fences and overgrown grass. A single path winds through the center, leading the viewer deeper into the graveyard. The sky is a deep shade of orange and purple, with a few stars beginning to twinkle. In the distance, a lone tree casts long shadows across the ground. The atmosphere is quiet and reflective, with a soft, eerie glow from the setting sun casting long shadows. Static wide shot capturing the entire scene.",
+  "original_prompt": "cemetery",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/020.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.093048095703,
+  "excluded_context_kv_latency_ms": 785.7421188354492,
+  "wall_generation_s": 5.694653034210205,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_021.json b/eval_out/per_prompt/cf_ffff/scene_021.json
new file mode 100644
index 0000000000000000000000000000000000000000..60c32837033a9cdda34da11020d2a7eb2af152c0
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_021.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 797,
+  "prompt_suite": "scene",
+  "suite_index": 21,
+  "prompt": "A realistic classroom scene set during a typical school day. The classroom has rows of desks facing a chalkboard at the front. Students are engaged in various activities; some are reading books, others are writing in notebooks, and a few are quietly talking. The teacher stands at the front of the class, holding a book and addressing the students. The room is well-lit with sunlight streaming in from large windows, casting soft shadows across the desks. The walls are adorned with educational posters and motivational quotes. Medium shot capturing the full classroom environment.",
+  "original_prompt": "classroom",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/021.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3158.28475189209,
+  "excluded_context_kv_latency_ms": 786.3014144897461,
+  "wall_generation_s": 5.701161861419678,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_022.json b/eval_out/per_prompt/cf_ffff/scene_022.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e9b3650504398c00001b1eed13e11598510a92e
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_022.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 798,
+  "prompt_suite": "scene",
+  "suite_index": 22,
+  "prompt": "A dramatic, panoramic view of a rugged cliff face overlooking the ocean. The cliff is covered in layers of weathered rock, with deep crevices and moss-covered boulders scattered along its surface. Jagged cliffs rise up from the water, creating a dramatic silhouette against the sky. Waves crash against the base of the cliff, sending sprays of water into the air. The sky is filled with dramatic clouds casting shadows across the rocky terrain. Wide shot, static scene focusing on the vastness and power of nature.",
+  "original_prompt": "cliff",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/022.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3173.5338973999023,
+  "excluded_context_kv_latency_ms": 791.2625427246094,
+  "wall_generation_s": 5.726343631744385,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_023.json b/eval_out/per_prompt/cf_ffff/scene_023.json
new file mode 100644
index 0000000000000000000000000000000000000000..e8190353d1c267838e02b4d72db36eeed00e49a0
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_023.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 799,
+  "prompt_suite": "scene",
+  "suite_index": 23,
+  "prompt": "A bustling city street intersection at rush hour, featuring a well-worn crosswalk painted in bright white stripes. Pedestrians of various ages and ethnicities move across the crosswalk, some in a hurry, others leisurely walking their pets or talking on phones. Cars and buses stop at the curb, waiting patiently for the pedestrians to clear before proceeding. The background showcases tall buildings with neon signs flickering in the evening light. The scene is captured from a mid-shot perspective, focusing on the dynamic interactions between pedestrians and vehicles.",
+  "original_prompt": "crosswalk",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/023.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3141.3040161132812,
+  "excluded_context_kv_latency_ms": 781.8927993774414,
+  "wall_generation_s": 5.681682348251343,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_024.json b/eval_out/per_prompt/cf_ffff/scene_024.json
new file mode 100644
index 0000000000000000000000000000000000000000..3acd45efa62accf1021d884f25bbc88ce3f12080
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_024.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 800,
+  "prompt_suite": "scene",
+  "suite_index": 24,
+  "prompt": "A bustling construction site during daytime, featuring multiple cranes lifting heavy materials, workers in bright orange safety vests and hard hats operating machinery and tools. The site includes tall steel beams, concrete mixers, and piles of bricks and gravel. Dust rises from various activities, giving the scene a gritty, industrial feel. The background shows partially constructed buildings and a skyline of modern skyscrapers. Wide shot capturing the entire lively construction area, with a focus on the dynamic motion of workers and machines.",
+  "original_prompt": "construction site",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/024.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3162.9885482788086,
+  "excluded_context_kv_latency_ms": 787.1581802368164,
+  "wall_generation_s": 5.712391376495361,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_025.json b/eval_out/per_prompt/cf_ffff/scene_025.json
new file mode 100644
index 0000000000000000000000000000000000000000..e444ef0bf9dd5bca3d1bf03dc593d05c2eb98677
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_025.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 801,
+  "prompt_suite": "scene",
+  "suite_index": 25,
+  "prompt": "A long, dimly lit corridor in a gothic-style building, with high ceilings and arched windows letting in soft, diffused sunlight. The walls are lined with ornate wooden panels and old oil paintings in gold frames. The floor is covered in worn-out marble tiles, and there are flickering sconces providing additional lighting along the sides. Shadows dance across the walls as the camera slowly pans down the corridor, revealing various doorways leading to unknown rooms. The atmosphere is eerie yet intriguing, inviting viewers to explore further. Static shot, medium distance.",
+  "original_prompt": "corridor",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/025.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3152.64933013916,
+  "excluded_context_kv_latency_ms": 785.373161315918,
+  "wall_generation_s": 5.699479818344116,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_026.json b/eval_out/per_prompt/cf_ffff/scene_026.json
new file mode 100644
index 0000000000000000000000000000000000000000..5816a97970cc3fc00747810b7f25f586b917bc33
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_026.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 802,
+  "prompt_suite": "scene",
+  "suite_index": 26,
+  "prompt": "A serene courtyard during early morning, featuring a well-manicured lawn with dew-covered grass. The courtyard includes a central fountain with water gently flowing, surrounded by neatly arranged flower beds filled with vibrant blooms. Stone pathways wind through the area, leading to a small seating area with wooden benches. Tall trees provide shade, their leaves rustling softly in the breeze. The sky is a soft pastel hue, with sunlight filtering through the branches. The scene is calm and peaceful, captured in a medium shot that showcases the entire courtyard.",
+  "original_prompt": "courtyard",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/026.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3155.146255493164,
+  "excluded_context_kv_latency_ms": 784.8243942260742,
+  "wall_generation_s": 5.699636220932007,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_027.json b/eval_out/per_prompt/cf_ffff/scene_027.json
new file mode 100644
index 0000000000000000000000000000000000000000..328a1fc1d9b4696c27e4ef9684ed31ee047c9eb9
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_027.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 803,
+  "prompt_suite": "scene",
+  "suite_index": 27,
+  "prompt": "A vast, arid desert landscape under a scorching sun. Rolling sand dunes stretch as far as the eye can see, their peaks catching the sunlight and casting deep shadows. Sparse patches of dry vegetation dot the sandy terrain. In the distance, rugged rocky formations rise from the sea of sand. The sky is a clear, intense blue with wisps of clouds. A gentle breeze stirs the fine grains of sand, creating subtle waves across the dune slopes. Wide shot capturing the expansive and desolate beauty of the desert.",
+  "original_prompt": "desert",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/027.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.0771255493164,
+  "excluded_context_kv_latency_ms": 783.6145477294922,
+  "wall_generation_s": 5.693362474441528,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_028.json b/eval_out/per_prompt/cf_ffff/scene_028.json
new file mode 100644
index 0000000000000000000000000000000000000000..7170b9eb0ef3e7b5373637df0b21e44caa250f1b
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_028.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 804,
+  "prompt_suite": "scene",
+  "suite_index": 28,
+  "prompt": "A bustling downtown area during the daytime, featuring tall skyscrapers with reflective glass facades, pedestrians walking along busy sidewalks, and vehicles moving through crowded streets. Include details such as street vendors, advertising billboards, and people in various postures and expressions. The scene captures the vibrant energy and diversity of urban life. Use a realistic documentary style with medium shots to capture the interactions between people and their environment. Static scene with no camera movement.",
+  "original_prompt": "downtown",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/028.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3152.3250885009766,
+  "excluded_context_kv_latency_ms": 785.1222229003906,
+  "wall_generation_s": 5.699235677719116,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_029.json b/eval_out/per_prompt/cf_ffff/scene_029.json
new file mode 100644
index 0000000000000000000000000000000000000000..8407726fb3f53a6448541947e7d131bca784ffff
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_029.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 805,
+  "prompt_suite": "scene",
+  "suite_index": 29,
+  "prompt": "A serene morning scene of a suburban driveway, lined with neatly trimmed bushes and flower beds. A cobblestone path leads up to a two-story house with a white picket fence in the background. The driveway is empty except for a single parked car, casting a shadow under the bright sun. The camera starts with a wide shot, then slowly zooms in to focus on the textured surface of the driveway, highlighting the subtle play of light and shadow. The background features a clear blue sky and lush greenery. Medium-long shot.",
+  "original_prompt": "driveway",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/029.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3158.5976638793945,
+  "excluded_context_kv_latency_ms": 789.1670989990234,
+  "wall_generation_s": 5.7048163414001465,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_030.json b/eval_out/per_prompt/cf_ffff/scene_030.json
new file mode 100644
index 0000000000000000000000000000000000000000..d981fffd6358bc044e7e2695eee4fb5d18d22d44
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_030.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 806,
+  "prompt_suite": "scene",
+  "suite_index": 30,
+  "prompt": "A serene rural farm scene during the golden hour. The farm includes a large red barn with white trim, a few scattered hay bales, and lush green fields dotted with grazing cows. In the foreground, a farmer in overalls and a straw hat is working diligently, tending to crops. The sky is painted with soft hues of orange and pink, casting a warm glow over the landscape. The background features rolling hills and distant forests. Mid-shot capturing the farmer and the immediate farm environment.",
+  "original_prompt": "farm",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/030.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3160.5057830810547,
+  "excluded_context_kv_latency_ms": 788.1089019775391,
+  "wall_generation_s": 5.719225168228149,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_031.json b/eval_out/per_prompt/cf_ffff/scene_031.json
new file mode 100644
index 0000000000000000000000000000000000000000..961a40d8627e4d4283fa1d69c906101bb9b19feb
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_031.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 807,
+  "prompt_suite": "scene",
+  "suite_index": 31,
+  "prompt": "A bustling food court in a modern shopping mall during the lunch rush. Multiple food stalls are visible, each with unique signage and colorful displays of various cuisines such as pizza, sushi, burgers, and noodles. Customers are walking around, browsing, and queuing up at different counters. Some sit at round tables scattered throughout the area, enjoying their meals. The environment is vibrant with bright lighting, tiled floors, and glass partitions separating the seating from the food stalls. Medium shots capturing the energy and variety of the food court from multiple angles.",
+  "original_prompt": "food court",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/031.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.6450424194336,
+  "excluded_context_kv_latency_ms": 785.6710739135742,
+  "wall_generation_s": 5.694759130477905,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_032.json b/eval_out/per_prompt/cf_ffff/scene_032.json
new file mode 100644
index 0000000000000000000000000000000000000000..6517027930cbc41eb2ceb60bb78ff9193ac6ef4b
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_032.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 808,
+  "prompt_suite": "scene",
+  "suite_index": 32,
+  "prompt": "A panoramic view of a well-maintained football field under clear blue skies. The grass is lush and green, with white sidelines marking the boundaries. A goal post stands at each end, and the midfield line runs across, dividing the field into two equal halves. Players in vibrant jerseys are scattered across the field, engaged in various natural motions such as running, passing the ball, and defending. Spectators fill the stands, cheering loudly. The camera captures the expansive field from a high angle, showcasing the entirety of the playing area. Wide shot, static scene.",
+  "original_prompt": "football field",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/032.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3168.9451904296875,
+  "excluded_context_kv_latency_ms": 789.9489974975586,
+  "wall_generation_s": 5.721789598464966,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_033.json b/eval_out/per_prompt/cf_ffff/scene_033.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc5f0eb75b6ac157fb53e0f23958655c6b077791
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_033.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 809,
+  "prompt_suite": "scene",
+  "suite_index": 33,
+  "prompt": "A serene forest road winding through a dense woodland, covered in soft moss and fallen leaves. The path is flanked by towering trees with gnarled trunks and lush green canopies above. Sunlight filters through the leaves, casting dappled shadows on the ground. A gentle mist rises from the forest floor, adding to the mystical atmosphere. In the background, the road stretches into the distance, inviting viewers to explore further. The scene is captured in a medium shot, with a static camera to emphasize the tranquil beauty of nature.",
+  "original_prompt": "forest road",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/033.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3153.007095336914,
+  "excluded_context_kv_latency_ms": 785.2140350341797,
+  "wall_generation_s": 5.698161602020264,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_034.json b/eval_out/per_prompt/cf_ffff/scene_034.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d15c7bbe40c4451c2369940a846fe4fb5916497
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_034.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 810,
+  "prompt_suite": "scene",
+  "suite_index": 34,
+  "prompt": "A serene daytime scene of a classic European fountain in a bustling city square, surrounded by cobblestone pathways and lined with blooming flowers. The fountain features intricate stone carvings and a central spout from which water cascades gracefully into a basin below. The water sparkles in the sunlight, creating a tranquil atmosphere. People walk past the fountain, some pausing to admire the water flow. The background includes tall buildings and passersby, adding to the lively urban environment. Medium shot, static scene.",
+  "original_prompt": "fountain",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/034.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3151.227912902832,
+  "excluded_context_kv_latency_ms": 785.3756408691406,
+  "wall_generation_s": 5.695085525512695,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_035.json b/eval_out/per_prompt/cf_ffff/scene_035.json
new file mode 100644
index 0000000000000000000000000000000000000000..352059ceade46a90b55b80be6fd9055e1ec6e087
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_035.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 811,
+  "prompt_suite": "scene",
+  "suite_index": 35,
+  "prompt": "A realistic daytime scene at a gas station, featuring a typical American-style convenience store with bright neon signs and pumps. The store has large glass windows and a green roof, surrounded by paved parking lots with cars parked nearby. Inside the store, various products are displayed on shelves, including snacks, drinks, and cigarettes. A middle-aged man in a blue work uniform stands at the counter, smiling warmly as he interacts with a customer. Outside, a woman fills up her car with gasoline at one of the fuel pumps. The background shows a few trees and a clear blue sky. Wide shot, static camera.",
+  "original_prompt": "gas station",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/035.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3146.683639526367,
+  "excluded_context_kv_latency_ms": 783.2593612670898,
+  "wall_generation_s": 5.692968368530273,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_036.json b/eval_out/per_prompt/cf_ffff/scene_036.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a87ba3fd879497d6bc6ba16ef4b43796c5b01ce
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_036.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 812,
+  "prompt_suite": "scene",
+  "suite_index": 36,
+  "prompt": "Aerial time-lapse footage of a massive glacier in a stunning mountain range. The glacier is covered in layers of snow and ice, with deep blue crevices and towering ice walls. Ice chunks break off and fall into a calm, crystal-clear glacial lake below, creating small ripples that spread across the surface. The surrounding area is filled with lush greenery and tall, majestic peaks. The sky transitions from bright daylight to the soft hues of twilight, casting a serene glow over the landscape. Wide shot, static scene capturing the vastness and beauty of the natural environment.",
+  "original_prompt": "glacier",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/036.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.7514038085938,
+  "excluded_context_kv_latency_ms": 785.4472961425781,
+  "wall_generation_s": 5.694228172302246,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_037.json b/eval_out/per_prompt/cf_ffff/scene_037.json
new file mode 100644
index 0000000000000000000000000000000000000000..eae8f189e4d64438b0dbe9ecbaa2145ee8ce2abe
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_037.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 813,
+  "prompt_suite": "scene",
+  "suite_index": 37,
+  "prompt": "A serene midday scene on a lush golf course with rolling green hills and pristine fairways. The grass is neatly trimmed, and there are tall palm trees scattered throughout the landscape. In the foreground, a group of three golfers, two men and a woman, are standing beside a golf ball tee-up area, each holding a golf club. They wear casual golf attire, including polo shirts and khaki pants. The man on the left is addressing the ball, preparing to swing, while the other two observe him intently. The background showcases a clear blue sky with fluffy clouds, and the distant horizon reveals more of the expansive golf course. The scene is captured in a wide-angle shot, emphasizing the vastness and beauty of the course.",
+  "original_prompt": "golf course",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/037.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3156.1569061279297,
+  "excluded_context_kv_latency_ms": 786.1616287231445,
+  "wall_generation_s": 5.698972940444946,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_038.json b/eval_out/per_prompt/cf_ffff/scene_038.json
new file mode 100644
index 0000000000000000000000000000000000000000..1454ffae7bdee778e1865773d09f084e799d7700
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_038.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 814,
+  "prompt_suite": "scene",
+  "suite_index": 38,
+  "prompt": "An indoor gymnasium filled with various exercise equipment and athletes in mid-action. The space is bright with ample lighting, featuring parallel bars, weightlifting stations, and a running track. Athletes are seen performing natural motions such as lifting weights, running, and stretching. The background includes spectators sitting on bleachers, cheering for the athletes. The gymnasium has a modern design with large windows and sleek architecture. Wide shot capturing the entire gymnasium from an elevated angle to showcase the layout and activities.",
+  "original_prompt": "indoor gymnasium",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/038.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3174.7876358032227,
+  "excluded_context_kv_latency_ms": 790.5590133666992,
+  "wall_generation_s": 5.729406118392944,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_039.json b/eval_out/per_prompt/cf_ffff/scene_039.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b3943410b4ec359027202fdc09cd584dca61cd3
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_039.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 815,
+  "prompt_suite": "scene",
+  "suite_index": 39,
+  "prompt": "A serene harbor scene filmed in a documentary style. The foreground showcases a large cargo ship with its anchor down, gently swaying with the tide. In the middle ground, smaller fishing boats are docked along the pier, with fishermen preparing their nets and ropes. Seagulls fly overhead and perch on the boats, adding to the lively atmosphere. The background features expansive blue waters blending into a clear, sunny sky, with distant sailboats gliding across the horizon. The scene includes various people moving about, such as tourists taking photos and locals going about their daily routines. Medium to wide shot, capturing the full expanse of the harbor.",
+  "original_prompt": "harbor",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/039.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3153.5188598632812,
+  "excluded_context_kv_latency_ms": 787.6665878295898,
+  "wall_generation_s": 5.700763940811157,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_040.json b/eval_out/per_prompt/cf_ffff/scene_040.json
new file mode 100644
index 0000000000000000000000000000000000000000..475e429bfbeff0ce48d3751b2c7e223148b4682f
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_040.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 816,
+  "prompt_suite": "scene",
+  "suite_index": 40,
+  "prompt": "A serene highway scene during sunset, featuring multiple lanes of cars moving smoothly in opposite directions. The road stretches far into the distance, merging with the horizon. The sky is painted with vibrant hues of orange and pink, casting warm shadows on the asphalt. Tall trees line the sides of the highway, their silhouettes standing against the colorful backdrop. The camera captures the vastness of the scene from a high angle, focusing on the continuous flow of vehicles. The overall atmosphere is calm and reflective, with a soft glow illuminating the surroundings. Wide shot, static scene.",
+  "original_prompt": "highway",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/040.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3162.24893951416,
+  "excluded_context_kv_latency_ms": 788.4463043212891,
+  "wall_generation_s": 5.712225437164307,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_041.json b/eval_out/per_prompt/cf_ffff/scene_041.json
new file mode 100644
index 0000000000000000000000000000000000000000..ceafea2dc77aed622924e643ba0563634f9ac3f8
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_041.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 817,
+  "prompt_suite": "scene",
+  "suite_index": 41,
+  "prompt": "A realistic hospital scene set in a modern facility. The room is spacious with clean, white walls and floors. Multiple hospital beds are arranged neatly, each with a patient lying quietly. Medical equipment such as heart monitors and IV stands are visible beside each bed. Nurses in crisp white uniforms move purposefully between the beds, checking on patients and making notes. The lighting is soft and warm, creating a comforting atmosphere. Static wide shot capturing the entire room.",
+  "original_prompt": "hospital",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/041.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3151.846260070801,
+  "excluded_context_kv_latency_ms": 785.7995223999023,
+  "wall_generation_s": 5.697311639785767,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_042.json b/eval_out/per_prompt/cf_ffff/scene_042.json
new file mode 100644
index 0000000000000000000000000000000000000000..e099936edaebfb7844cdd90b282c4b77911701e1
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_042.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 818,
+  "prompt_suite": "scene",
+  "suite_index": 42,
+  "prompt": "A cozy, suburban house with a well-maintained garden in front, featuring a picket fence and colorful flowers. The house has a white exterior with green shutters and a red roof. A small pathway leads up to the front door, which is adorned with a brass knocker. In the background, there are a few trees and a blue sky with fluffy clouds. The scene is calm and serene, capturing the essence of a peaceful home environment. Medium shot focusing on the front facade of the house.",
+  "original_prompt": "house",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/042.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3153.8598556518555,
+  "excluded_context_kv_latency_ms": 784.2633972167969,
+  "wall_generation_s": 5.69646954536438,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_043.json b/eval_out/per_prompt/cf_ffff/scene_043.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b52d872ce780bd689fb5870f34e2bc3bf49cd43
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_043.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 819,
+  "prompt_suite": "scene",
+  "suite_index": 43,
+  "prompt": "A large iceberg floating in the icy Arctic Ocean under a clear blue sky. The iceberg is massive, with jagged edges and smooth surfaces, showing various shades of blue and white due to compressed snow and ice. It has several crevices and cracks visible, adding to its dramatic appearance. The water around the iceberg is calm, reflecting the pristine beauty of the surrounding landscape. The camera captures the iceberg from a medium distance, providing a panoramic view of its towering presence amidst the vast ocean. Static scene, no camera movement.",
+  "original_prompt": "iceberg",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/043.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3160.0121841430664,
+  "excluded_context_kv_latency_ms": 785.5351486206055,
+  "wall_generation_s": 5.7055065631866455,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_044.json b/eval_out/per_prompt/cf_ffff/scene_044.json
new file mode 100644
index 0000000000000000000000000000000000000000..8030618d1657822932513c61e839d6590a089f40
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_044.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 820,
+  "prompt_suite": "scene",
+  "suite_index": 44,
+  "prompt": "A bustling industrial area at sunset, featuring tall smokestacks emitting wisps of smoke into the dusky sky. The scene includes several large factories with their characteristic brick and steel structures, conveyor belts moving goods, and workers in orange safety vests operating machinery. The ground is covered with gravel and puddles reflecting the fading sunlight. A lone crane stands idle amidst the activity, casting long shadows across the landscape. The overall atmosphere is one of productivity and industry under the warm glow of the setting sun. Wide shot, static scene capturing the expansive area.",
+  "original_prompt": "industrial area",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/044.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3152.8849334716797,
+  "excluded_context_kv_latency_ms": 784.8795623779297,
+  "wall_generation_s": 5.699608325958252,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_045.json b/eval_out/per_prompt/cf_ffff/scene_045.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b4dfa6ad120765aad3519ea5cffb5b4767dee6e
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_045.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 821,
+  "prompt_suite": "scene",
+  "suite_index": 45,
+  "prompt": "A gritty, realistic depiction of a jail cell. The cell is small and cramped, with concrete walls and a steel door with a barred window. Inside, a single bunk bed is pushed against one wall, covered with a thin blanket. A small metal desk with a stool sits near the other wall. The floor is bare concrete. In the center of the cell, a prisoner stands with their back to the camera, looking over their shoulder, with a somber expression. They are dressed in standard prison issue clothing, a dull grey jumpsuit. The lighting is dim and harsh, casting deep shadows. Static medium shot.",
+  "original_prompt": "jail cell",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/045.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3160.0402221679688,
+  "excluded_context_kv_latency_ms": 785.9224243164062,
+  "wall_generation_s": 5.703079700469971,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_046.json b/eval_out/per_prompt/cf_ffff/scene_046.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3f59f9bdf9d6d19247bab9a78be4ccec4cdb141
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_046.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 822,
+  "prompt_suite": "scene",
+  "suite_index": 46,
+  "prompt": "A wide-shot view of a bustling junkyard under a bright, sunny day. The scene is filled with various discarded items such as old cars, rusted machinery, and scattered tools. In the foreground, a worker in a blue overalls and a safety helmet is sorting through scrap metal with a large magnet attached to a crane. The background shows a towering pile of junked vehicles and industrial waste, with a dilapidated fence running along the perimeter. The atmosphere is gritty and industrious, capturing the essence of a chaotic yet organized junkyard environment.",
+  "original_prompt": "junkyard",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/046.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3167.6294708251953,
+  "excluded_context_kv_latency_ms": 789.6755294799805,
+  "wall_generation_s": 5.719446182250977,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_047.json b/eval_out/per_prompt/cf_ffff/scene_047.json
new file mode 100644
index 0000000000000000000000000000000000000000..c60960554e1259ade961d52cc61b4ee2b37a3b27
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_047.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 823,
+  "prompt_suite": "scene",
+  "suite_index": 47,
+  "prompt": "A cozy, modern kitchen with warm wooden cabinets and stainless steel appliances. The countertops are clutter-free, but there are a few utensils hanging from a rack above. A large window lets in natural light, casting shadows across the room. In the background, a small dining table is set for two, with plates and glasses arranged neatly. The floor is covered in light-colored tiles, and there are plants in the corners adding a touch of greenery. The scene is static, focusing on the kitchen's inviting atmosphere. Medium shot capturing the full length of the kitchen.",
+  "original_prompt": "kitchen",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/047.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3154.8533477783203,
+  "excluded_context_kv_latency_ms": 784.9092559814453,
+  "wall_generation_s": 5.69978404045105,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_048.json b/eval_out/per_prompt/cf_ffff/scene_048.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd4a7d80b388031b9002a932878a5d27e2b1ae6d
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_048.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 824,
+  "prompt_suite": "scene",
+  "suite_index": 48,
+  "prompt": "An indoor library scene in a warm and inviting atmosphere. The room is filled with tall wooden bookshelves reaching up to the ceiling, overflowing with books of various sizes and colors. Soft ambient lighting from antique lamps creates a cozy ambiance. A large wooden desk sits near a window, covered with a few scattered books, a quill pen, and a candle. The walls are adorned with vintage posters and framed prints. In the center of the room, a comfortable reading nook with plush armchairs and a small table invites visitors to relax and read. The floor is carpeted with a rich, deep brown rug. Static wide shot capturing the entire library interior.",
+  "original_prompt": "indoor library",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/048.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3164.4091567993164,
+  "excluded_context_kv_latency_ms": 787.4208068847656,
+  "wall_generation_s": 5.715465784072876,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_049.json b/eval_out/per_prompt/cf_ffff/scene_049.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf9cb90492e9964b43ff6f0b0df5ae739c23a13a
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_049.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 825,
+  "prompt_suite": "scene",
+  "suite_index": 49,
+  "prompt": "A vintage black-and-white film style, panoramic view of a lighthouse standing tall against a stormy sea at sunset. The lighthouse is surrounded by rocky cliffs, with waves crashing against the shore. The sky is filled with dark clouds and streaks of orange and purple, creating a dramatic atmosphere. The lighthouse emits a bright beam of light that cuts through the storm, guiding ships safely through the treacherous waters. Wide shot, capturing the grandeur and power of nature.",
+  "original_prompt": "lighthouse",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/049.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3146.5728302001953,
+  "excluded_context_kv_latency_ms": 783.8357849121094,
+  "wall_generation_s": 5.689122676849365,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_050.json b/eval_out/per_prompt/cf_ffff/scene_050.json
new file mode 100644
index 0000000000000000000000000000000000000000..c22cb5914215befe0af09ec85b4615f01a0394a1
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_050.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 826,
+  "prompt_suite": "scene",
+  "suite_index": 50,
+  "prompt": "A high-tech laboratory setting with sleek, modern equipment and monitors displaying complex data. In the center of the room, a scientist in a white lab coat and safety goggles is conducting an experiment, carefully mixing chemicals in a beaker. The scientist has short curly hair and is focused intently on the task. Various test tubes, microscopes, and other scientific tools are arranged neatly on workbenches around the room. The background shows rows of glass cabinets filled with vials and samples. The lighting is bright and clinical, casting sharp shadows. Medium shot capturing the dynamic interaction between the scientist and the equipment.",
+  "original_prompt": "laboratory",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/050.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3151.1097564697266,
+  "excluded_context_kv_latency_ms": 784.4774932861328,
+  "wall_generation_s": 5.6966447830200195,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_051.json b/eval_out/per_prompt/cf_ffff/scene_051.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e1d654ad8e80a6ac3db85832a7f80591f4d6fae
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_051.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 827,
+  "prompt_suite": "scene",
+  "suite_index": 51,
+  "prompt": "A grand Victorian mansion at sunset, with tall turrets and intricate stone carvings. The exterior is covered in lush ivy, giving it a mysterious and timeless feel. The sky is painted with warm oranges and purples, casting long shadows across the cobblestone driveway. The front door is slightly ajar, and the windows are dimly lit, hinting at life inside. The scene is bathed in a soft, golden glow, emphasizing the elegance and history of the mansion. Wide shot, static scene.",
+  "original_prompt": "mansion",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/051.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3159.0705947875977,
+  "excluded_context_kv_latency_ms": 785.9960784912109,
+  "wall_generation_s": 5.706053256988525,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_052.json b/eval_out/per_prompt/cf_ffff/scene_052.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2b62427faa7cd230a839e723a4603106bab9aea
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_052.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 828,
+  "prompt_suite": "scene",
+  "suite_index": 52,
+  "prompt": "A serene, misty morning in a vast marshland. The sun begins to rise, casting a warm golden glow over the landscape. Reeds sway gently in the breeze, creating a soft rustling sound. A family of ducks swims gracefully across the water, their reflections shimmering on the calm surface. Frogs jump from lily pad to lily pad, while dragonflies hover over the marsh grass. In the background, tall trees border the marsh, their branches silhouetted against the sky. The scene is captured in a wide shot, showcasing the expansive beauty of the marsh at dawn.",
+  "original_prompt": "marsh",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/052.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.7294158935547,
+  "excluded_context_kv_latency_ms": 785.9443511962891,
+  "wall_generation_s": 5.696755886077881,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_053.json b/eval_out/per_prompt/cf_ffff/scene_053.json
new file mode 100644
index 0000000000000000000000000000000000000000..b90b84bbd18105872824b085ccc5f2f962faf168
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_053.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 829,
+  "prompt_suite": "scene",
+  "suite_index": 53,
+  "prompt": "A serene, panoramic view of majestic mountains under a clear blue sky. The mountains have snow-capped peaks and rugged terrain covered in lush green forests and rocky cliffs. Soft shadows cast by the sun create a dynamic interplay of light and shadow across the slopes. In the distance, wispy clouds drift lazily across the horizon. The scene is captured in a sweeping wide shot, emphasizing the vastness and beauty of the mountain range.",
+  "original_prompt": "mountain",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/053.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3168.754020690918,
+  "excluded_context_kv_latency_ms": 788.2403259277344,
+  "wall_generation_s": 5.713490962982178,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_054.json b/eval_out/per_prompt/cf_ffff/scene_054.json
new file mode 100644
index 0000000000000000000000000000000000000000..c51cbc5fe5c1cfef4ba066880c7d9bddb63c5eb8
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_054.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 830,
+  "prompt_suite": "scene",
+  "suite_index": 54,
+  "prompt": "An indoor movie theater setting with rows of seats facing a large screen. The space is dimly lit with spotlights highlighting the popcorn stands and ticket counters. Comfortable leather seats are arranged in neat rows, each with cup holders. The walls are adorned with classic movie posters and the air carries a faint scent of butter and popcorn. In the foreground, a couple is settling into their seats, while in the background, people are walking up and down the aisles. The scene is captured in a medium-wide shot, focusing on the atmosphere and details of the theater interior.",
+  "original_prompt": "indoor movie theater",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/054.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3171.0747451782227,
+  "excluded_context_kv_latency_ms": 789.103515625,
+  "wall_generation_s": 5.724751949310303,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_055.json b/eval_out/per_prompt/cf_ffff/scene_055.json
new file mode 100644
index 0000000000000000000000000000000000000000..3fa2cc25445e124bc44473a21b8dcf62cc33d295
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_055.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 831,
+  "prompt_suite": "scene",
+  "suite_index": 55,
+  "prompt": "An indoor museum setting, featuring tall glass display cases filled with ancient artifacts such as pottery, sculptures, and jewelry. The lighting is soft and warm, casting gentle shadows on the polished wooden floors. Visitors walk quietly through the space, admiring the exhibits. In the background, there are grand columns and detailed ceiling frescoes adding to the historical ambiance. The scene is captured in a medium shot, with a static camera focusing on the interaction between visitors and exhibits.",
+  "original_prompt": "indoor museum",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/055.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3133.496162414551,
+  "excluded_context_kv_latency_ms": 780.8851470947266,
+  "wall_generation_s": 5.671170234680176,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_056.json b/eval_out/per_prompt/cf_ffff/scene_056.json
new file mode 100644
index 0000000000000000000000000000000000000000..771f91f6f0a0cf0f959bb55dc0ea491512da178e
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_056.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 832,
+  "prompt_suite": "scene",
+  "suite_index": 56,
+  "prompt": "A professional music studio setup with modern equipment. The room is filled with large glass windows allowing natural light to stream in, creating a bright and inviting atmosphere. The central focus is a recording booth with soundproof walls, featuring a comfortable chair, microphone stand, and various musical instruments including a guitar and keyboard. Outside the booth, there are mixing desks, monitors, and speakers arranged neatly. A producer sits at the mixing desk, focused intently on the controls, while an artist stands near the microphone, singing passionately. The background shows shelves filled with vinyl records, CDs, and sheet music. Medium shot capturing the interaction between the producer and the artist.",
+  "original_prompt": "music studio",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/056.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3176.6023483276367,
+  "excluded_context_kv_latency_ms": 790.0523147583008,
+  "wall_generation_s": 5.732136964797974,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_057.json b/eval_out/per_prompt/cf_ffff/scene_057.json
new file mode 100644
index 0000000000000000000000000000000000000000..347bb549bbad67853daed1d31a24c81a7e89ac1e
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_057.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 833,
+  "prompt_suite": "scene",
+  "suite_index": 57,
+  "prompt": "A cozy nursery designed in pastel colors with soft lighting. The room features a white wooden crib with a light blue blanket and a plush teddy bear inside. A changing table adorned with colorful baby clothes and a mobile hanging above, displaying animated baby toys that gently spin. Soft pastel wallpaper with playful cloud and star patterns covers the walls. A small rocking chair with a pink cushion sits near the window, where sunlight filters through sheer curtains. The floor is covered with a fluffy, light yellow carpet. The nursery is warm and inviting, capturing a serene atmosphere suitable for a newborn. Medium close-up view focusing on the crib and the surrounding area.",
+  "original_prompt": "nursery",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/057.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3156.400115966797,
+  "excluded_context_kv_latency_ms": 785.3993225097656,
+  "wall_generation_s": 5.702460527420044,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_058.json b/eval_out/per_prompt/cf_ffff/scene_058.json
new file mode 100644
index 0000000000000000000000000000000000000000..82ce723ebe8f0c2e1860117ce2b2d3633feb1f12
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_058.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 834,
+  "prompt_suite": "scene",
+  "suite_index": 58,
+  "prompt": "A serene ocean vista captured in a sweeping landscape shot, showcasing vast expanses of shimmering blue water meeting the horizon. The surface of the ocean gently ripples under the soft caress of a breeze, with occasional waves breaking softly along the shore. The sky above is a gradient of pastel hues, transitioning from a clear azure at the zenith to a warm orange-pink near the horizon as the sun sets. Seagulls glide gracefully over the waves, adding a sense of tranquility to the scene. Wide shot, static scene.",
+  "original_prompt": "ocean",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/058.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3165.3251037597656,
+  "excluded_context_kv_latency_ms": 787.3823699951172,
+  "wall_generation_s": 5.712364673614502,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_059.json b/eval_out/per_prompt/cf_ffff/scene_059.json
new file mode 100644
index 0000000000000000000000000000000000000000..16a0760e7efe2c49d56fd5fd2551eb283cb1fd1e
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_059.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 835,
+  "prompt_suite": "scene",
+  "suite_index": 59,
+  "prompt": "A modern office environment with employees engaged in their daily tasks. The room features large windows allowing natural light to pour in, creating a bright and airy atmosphere. Employees are sitting at cubicles equipped with computers, taking notes, and talking on phones. A few individuals are standing near a meeting table discussing project plans. The space is decorated with motivational posters and green plants, adding a touch of vibrancy. The background includes rows of desks, filing cabinets, and a water cooler. The scene captures a typical morning workflow in a bustling office setting. Medium shot capturing the entire office layout.",
+  "original_prompt": "office",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/059.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3152.677215576172,
+  "excluded_context_kv_latency_ms": 785.8514862060547,
+  "wall_generation_s": 5.699877023696899,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_060.json b/eval_out/per_prompt/cf_ffff/scene_060.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b8b12781fe2dfe22b3bc2db815717934f3b1850
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_060.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 836,
+  "prompt_suite": "scene",
+  "suite_index": 60,
+  "prompt": "A grand palace set against a backdrop of lush gardens and rolling hills. The palace features intricate Gothic architecture with towering spires, ornate balconies, and expansive windows. The exterior is adorned with detailed sculptures and frescoes depicting historical events and mythical creatures. A large courtyard with a fountain at its center is visible, surrounded by well-manicured lawns and flower beds. The scene captures the essence of a majestic royal residence. Wide shot, static scene.",
+  "original_prompt": "palace",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/060.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3159.987434387207,
+  "excluded_context_kv_latency_ms": 788.5537872314453,
+  "wall_generation_s": 5.709807634353638,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_061.json b/eval_out/per_prompt/cf_ffff/scene_061.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5575f7b4d3f3f91324972fd4b37dcd5a3c7785a
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_061.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 837,
+  "prompt_suite": "scene",
+  "suite_index": 61,
+  "prompt": "A wide-angle view of a bustling parking lot during a sunny afternoon. The scene includes multiple rows of neatly parked cars, various makes and models, with people walking between them. A few individuals are getting into their vehicles, while others are locking their car doors and heading towards nearby buildings. The ground is covered with asphalt, and there are visible lines and signs guiding the traffic flow. The background features tall office buildings and trees lining the edges of the lot. The video captures the dynamic activity and movement within the parking lot. Wide shot.",
+  "original_prompt": "parking lot",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/061.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3161.404884338379,
+  "excluded_context_kv_latency_ms": 786.3043899536133,
+  "wall_generation_s": 5.704405307769775,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_062.json b/eval_out/per_prompt/cf_ffff/scene_062.json
new file mode 100644
index 0000000000000000000000000000000000000000..92865d0e287fc9b444101db9b158b1c5a90d7356
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_062.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 838,
+  "prompt_suite": "scene",
+  "suite_index": 62,
+  "prompt": "A realistic, modern pharmacy interior with various shelves filled with medicines, vitamins, and health products. A pharmacist in a white lab coat and glasses stands behind the counter, attentively filling a prescription. Customers browse the aisles, holding shopping baskets. Natural daylight streams through large windows, casting soft shadows across the clean, organized space. The counter displays a variety of colorful pill bottles and informational pamphlets. Wide shot capturing the bustling atmosphere of the pharmacy.",
+  "original_prompt": "pharmacy",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/062.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3178.9726638793945,
+  "excluded_context_kv_latency_ms": 791.1944961547852,
+  "wall_generation_s": 5.7337634563446045,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_063.json b/eval_out/per_prompt/cf_ffff/scene_063.json
new file mode 100644
index 0000000000000000000000000000000000000000..db28f63831bb94b036c18e327592c4f20c7c3c1d
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_063.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 839,
+  "prompt_suite": "scene",
+  "suite_index": 63,
+  "prompt": "A vintage phone booth in a quiet suburban street, set against a backdrop of neatly trimmed hedges and small houses. The phone booth has a classic red exterior with a glass door and a traditional payphone inside. The booth is slightly weathered, with small cracks and peeling paint, giving it an authentic, nostalgic feel. A person, wearing a casual outfit, stands outside the booth, looking at their smartphone, while another figure walks by in the background. The scene is captured in a medium shot, emphasizing the booth and the surrounding environment. The camera remains static, capturing the serene atmosphere of the neighborhood.",
+  "original_prompt": "phone booth",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/063.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3133.4393615722656,
+  "excluded_context_kv_latency_ms": 780.1096649169922,
+  "wall_generation_s": 5.67103123664856,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_064.json b/eval_out/per_prompt/cf_ffff/scene_064.json
new file mode 100644
index 0000000000000000000000000000000000000000..071673a48d306304c0e1442924c8f1f5926c064e
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_064.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 840,
+  "prompt_suite": "scene",
+  "suite_index": 64,
+  "prompt": "A high-speed raceway at sunset, featuring sleek, modern racing cars zooming around the track. The cars have vibrant colors and aerodynamic designs, reflecting sunlight as they move. Spectators are cheering from grandstands, waving flags. The track is surrounded by lush greenery and tall fences. The sky is painted with warm hues of orange and pink. Wide shot capturing the entire raceway, with a focus on the dynamic movement of the cars.",
+  "original_prompt": "raceway",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/064.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3166.8869018554688,
+  "excluded_context_kv_latency_ms": 789.6573867797852,
+  "wall_generation_s": 5.716693639755249,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_065.json b/eval_out/per_prompt/cf_ffff/scene_065.json
new file mode 100644
index 0000000000000000000000000000000000000000..86db7ec249b07080cf956c3b61f54b901c54ee80
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_065.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 841,
+  "prompt_suite": "scene",
+  "suite_index": 65,
+  "prompt": "A cozy, rustic Italian restaurant interior during the evening. The space is warmly lit with soft ambient lighting and vintage chandeliers hanging from the ceiling. The walls are adorned with wooden paneling and framed artwork depicting scenic landscapes. Tables are set with crisp white tablecloths, elegant silverware, and delicate glassware. Patrons are engaged in conversation, enjoying their meals. The kitchen is bustling with chefs preparing dishes, steam rising from pots and pans. Warm, inviting atmosphere with a focus on authentic cuisine. Wide shot capturing the entire restaurant interior.",
+  "original_prompt": "restaurant",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/065.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3153.204849243164,
+  "excluded_context_kv_latency_ms": 784.9914169311523,
+  "wall_generation_s": 5.697089195251465,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_066.json b/eval_out/per_prompt/cf_ffff/scene_066.json
new file mode 100644
index 0000000000000000000000000000000000000000..c12a70d5755bc785abc56d4c76a6ea700d690255
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_066.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 842,
+  "prompt_suite": "scene",
+  "suite_index": 66,
+  "prompt": "A serene river flowing through a lush green landscape, surrounded by tall grass and wildflowers. The water is clear and calm, reflecting the vibrant blue sky above. In the distance, a few trees sway gently in the breeze. The riverbank is lined with smooth stones and small patches of moss. The scene captures the tranquility and beauty of nature, with a focus on the gentle flow of the river. Wide shot, static scene, capturing the peacefulness of the environment.",
+  "original_prompt": "river",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/066.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3154.114097595215,
+  "excluded_context_kv_latency_ms": 785.853874206543,
+  "wall_generation_s": 5.698699951171875,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_067.json b/eval_out/per_prompt/cf_ffff/scene_067.json
new file mode 100644
index 0000000000000000000000000000000000000000..042cb13f1c8a9a02b95880ee884a0dab400683e7
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_067.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 843,
+  "prompt_suite": "scene",
+  "suite_index": 67,
+  "prompt": "A vibrant science museum interior, featuring interactive exhibits and educational displays. The space is bright and modern, with sleek glass cases showcasing various scientific instruments and models. Visitors, including children and adults, are engaged in experiments and discussions, demonstrating curiosity and excitement. The environment is filled with informative posters, diagrams, and digital screens providing educational content. The camera captures the bustling atmosphere from a wide angle, emphasizing the dynamic interactions between visitors and exhibits.",
+  "original_prompt": "science museum",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/067.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.5888748168945,
+  "excluded_context_kv_latency_ms": 783.9615631103516,
+  "wall_generation_s": 5.694695949554443,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_068.json b/eval_out/per_prompt/cf_ffff/scene_068.json
new file mode 100644
index 0000000000000000000000000000000000000000..159c69919786f08efaf84d9053994c8b723c9b2a
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_068.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 844,
+  "prompt_suite": "scene",
+  "suite_index": 68,
+  "prompt": "A realistic, cinematic scene of someone taking a shower in a modern bathroom. The person, a young adult with wet hair and soap suds on their body, is standing under the warm water from the showerhead. They are gently scrubbing their skin with a loofah sponge. The shower curtain is partially drawn, creating a sense of privacy. Steam rises from the tiles and mirror, indicating the warmth and humidity of the room. The scene captures the serene and relaxing atmosphere of a morning shower. Medium close-up shot focusing on the person's face and upper body.",
+  "original_prompt": "shower",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/068.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3152.4927368164062,
+  "excluded_context_kv_latency_ms": 785.419677734375,
+  "wall_generation_s": 5.698832988739014,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_069.json b/eval_out/per_prompt/cf_ffff/scene_069.json
new file mode 100644
index 0000000000000000000000000000000000000000..e57b7bf8b05bb466edd5a0d297c6d73858f23ddd
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_069.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 845,
+  "prompt_suite": "scene",
+  "suite_index": 69,
+  "prompt": "A scenic winter landscape featuring a steep ski slope covered in fresh snow under a clear blue sky. Several skiers and snowboarders are gliding down the slope, their bodies leaning forward and poles extended. Trees line the edges of the slope, their branches heavy with snow. The background showcases a range of snowy mountains. The camera captures a wide shot from a high angle, emphasizing the slope's incline and the serene winter atmosphere.",
+  "original_prompt": "ski slope",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/069.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3163.691230773926,
+  "excluded_context_kv_latency_ms": 786.7971420288086,
+  "wall_generation_s": 5.707109689712524,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_070.json b/eval_out/per_prompt/cf_ffff/scene_070.json
new file mode 100644
index 0000000000000000000000000000000000000000..251073ae7b16708dce31fc991482db24e4f65fab
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_070.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 846,
+  "prompt_suite": "scene",
+  "suite_index": 70,
+  "prompt": "A serene, expansive sky at sunset, transitioning from vibrant oranges and pinks to deep purples and blues. Wispy clouds drift lazily across the canvas, casting soft shadows as the sun begins to set behind them. The sky gradually darkens, stars starting to twinkle faintly in the distance. A wide-angle shot capturing the vastness of the sky, with no visible horizon to emphasize the boundless nature of the heavens.",
+  "original_prompt": "sky",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/070.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3170.0669860839844,
+  "excluded_context_kv_latency_ms": 788.0656967163086,
+  "wall_generation_s": 5.719401836395264,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_071.json b/eval_out/per_prompt/cf_ffff/scene_071.json
new file mode 100644
index 0000000000000000000000000000000000000000..409c1a8508ef09d3c95c6a4b4b91f180234b88f7
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_071.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 847,
+  "prompt_suite": "scene",
+  "suite_index": 71,
+  "prompt": "A panoramic view of a towering skyscraper at sunset, showcasing its sleek glass facade and modern architecture. The building stands majestically against a backdrop of orange and pink hues, with city lights beginning to twinkle below. The camera starts from a wide shot, gradually zooming in to capture reflections on the skyscraper's windows as evening traffic flows beneath. The scene emphasizes the verticality and grandeur of the structure, highlighting its presence in the urban skyline. Wide shot transitioning to medium close-up.",
+  "original_prompt": "skyscraper",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/071.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3146.7435607910156,
+  "excluded_context_kv_latency_ms": 784.6196441650391,
+  "wall_generation_s": 5.690089464187622,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_072.json b/eval_out/per_prompt/cf_ffff/scene_072.json
new file mode 100644
index 0000000000000000000000000000000000000000..711fb8f5ed31b9bcc46a4cb990ded13366b4f1f7
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_072.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 848,
+  "prompt_suite": "scene",
+  "suite_index": 72,
+  "prompt": "A vibrant baseball stadium filled with enthusiastic fans cheering during a sunny afternoon game. The field is lush green, with players in their respective uniforms running, catching, and throwing the ball. The grandstands are packed with spectators waving flags and holding up cameras. In the background, the scoreboard displays the current score and upcoming plays. The atmosphere is electric, with the smell of hot dogs and popcorn filling the air. Wide shot capturing the entire stadium from an elevated angle.",
+  "original_prompt": "baseball stadium",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/072.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3163.7925338745117,
+  "excluded_context_kv_latency_ms": 790.4052886962891,
+  "wall_generation_s": 5.7156982421875,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_073.json b/eval_out/per_prompt/cf_ffff/scene_073.json
new file mode 100644
index 0000000000000000000000000000000000000000..3fcffd86af2cd9c2440f7a8ecfd3ca952d794bcd
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_073.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 849,
+  "prompt_suite": "scene",
+  "suite_index": 73,
+  "prompt": "A beautifully crafted wooden staircase winding upwards in a dimly lit hallway. The staircase has intricate carvings along the banister and each step is polished to perfection. Soft ambient lighting casts gentle shadows on the walls and the floor, adding depth and warmth to the scene. The background features a partially visible door at the end of the hallway, hinting at what lies beyond. The scene is captured in a medium shot from a slightly tilted angle to highlight the verticality and elegance of the staircase. Static shot.",
+  "original_prompt": "staircase",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/073.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3145.1914291381836,
+  "excluded_context_kv_latency_ms": 782.4200897216797,
+  "wall_generation_s": 5.687128305435181,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_074.json b/eval_out/per_prompt/cf_ffff/scene_074.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8751bce52c0279ed0a7138c19978f9a28ead3a2
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_074.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 850,
+  "prompt_suite": "scene",
+  "suite_index": 74,
+  "prompt": "A bustling city street during the daytime, featuring a diverse crowd of people going about their daily activities. The street is lined with shops and cafes, with colorful awnings and signs. Cars and bicycles weave through the narrow lanes, while pedestrians walk along the sidewalks. The background showcases tall buildings with varied architectural styles, creating a vibrant urban landscape. The scene captures the energy and diversity of a lively city street, with a medium shot that includes various elements of the environment and people in motion.",
+  "original_prompt": "street",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/074.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3151.901969909668,
+  "excluded_context_kv_latency_ms": 784.8312911987305,
+  "wall_generation_s": 5.697065591812134,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_075.json b/eval_out/per_prompt/cf_ffff/scene_075.json
new file mode 100644
index 0000000000000000000000000000000000000000..8add1e60e20f9a1b3e85dd404e848aae26c7e40e
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_075.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 851,
+  "prompt_suite": "scene",
+  "suite_index": 75,
+  "prompt": "A bustling supermarket interior during peak hours, featuring various aisles filled with colorful products and neatly arranged shelves. Customers of diverse ages and ethnicities browse the aisles, pushing shopping carts and examining items. The lighting is bright, with overhead fluorescent lights casting a clean and organized atmosphere. In the background, employees stock shelves and assist customers at checkout counters. The scene captures the vibrant energy and daily life within a typical supermarket. Wide shot, static camera.",
+  "original_prompt": "supermarket",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/075.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3147.449661254883,
+  "excluded_context_kv_latency_ms": 783.5512161254883,
+  "wall_generation_s": 5.690483093261719,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_076.json b/eval_out/per_prompt/cf_ffff/scene_076.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6d4978c2ca50d30ae4a7762874ecf81578e1760
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_076.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 852,
+  "prompt_suite": "scene",
+  "suite_index": 76,
+  "prompt": "An elegant indoor swimming pool scene with a modern design. The pool is spacious and filled with crystal-clear water, reflecting soft ambient lighting from the ceiling. The walls are made of sleek glass, allowing natural light to filter in, creating a serene atmosphere. The floor tiles are polished and extend seamlessly around the pool. A few floating swim rings gently bob in the water, adding a touch of liveliness. The shot is a medium-wide angle to capture the entirety of the pool and its surroundings, emphasizing the tranquil ambiance.",
+  "original_prompt": "indoor swimming pool",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/076.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3154.8562240600586,
+  "excluded_context_kv_latency_ms": 785.1132965087891,
+  "wall_generation_s": 5.70116662979126,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_077.json b/eval_out/per_prompt/cf_ffff/scene_077.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d8dfacc9f5912296e390d3e006cdc80e6833e0b
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_077.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 853,
+  "prompt_suite": "scene",
+  "suite_index": 77,
+  "prompt": "A tall, imposing medieval stone tower standing against a stormy sky, surrounded by dense fog. The tower has several levels with narrow windows and a pointed roof. The walls are covered in intricate carvings and moss. A small flag with tattered edges waves at the top of the tower. The scene is set in the early evening, with dim lighting and dramatic shadows cast by the clouds. Static shot, medium scale to capture the entire structure.",
+  "original_prompt": "tower",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/077.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.2115783691406,
+  "excluded_context_kv_latency_ms": 785.2911376953125,
+  "wall_generation_s": 5.690937757492065,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_078.json b/eval_out/per_prompt/cf_ffff/scene_078.json
new file mode 100644
index 0000000000000000000000000000000000000000..b769d70a7f95befe2328593bf7eaf5621e2472b5
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_078.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 854,
+  "prompt_suite": "scene",
+  "suite_index": 78,
+  "prompt": "An outdoor running track set against a bright sunny day, surrounded by lush green grass and tall trees. The track is a standard oval shape with a red surface and white markings. In the background, there are spectators seated in bleachers and a few runners warming up on the sidelines. The camera focuses on the empty track from a high angle, capturing the entirety of the track and its surroundings. The scene is peaceful and serene, with a slight breeze blowing through the trees. Wide shot.",
+  "original_prompt": "outdoor track",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/078.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3175.770133972168,
+  "excluded_context_kv_latency_ms": 790.3464889526367,
+  "wall_generation_s": 5.728172302246094,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_079.json b/eval_out/per_prompt/cf_ffff/scene_079.json
new file mode 100644
index 0000000000000000000000000000000000000000..01ab0226f055026a6d2cba3fc56d033a193fdf78
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_079.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 855,
+  "prompt_suite": "scene",
+  "suite_index": 79,
+  "prompt": "A serene landscape featuring a single train moving along a railway track under a clear blue sky. The train consists of several passenger cars connected by gleaming silver couplings, with large windows reflecting sunlight. The locomotive at the front emits steam from its chimney as it pulls the train forward. The railway tracks stretch far into the distance, disappearing into the horizon, with green fields and rolling hills on either side. The scene is captured in a mid-shot, emphasizing the train's movement and the expansive natural scenery surrounding it. Static shot.",
+  "original_prompt": "train railway",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/079.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3153.8225860595703,
+  "excluded_context_kv_latency_ms": 786.7693099975586,
+  "wall_generation_s": 5.698368310928345,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_080.json b/eval_out/per_prompt/cf_ffff/scene_080.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef5a78d3f877e9a53d45b8388fe3fc2dc9ef7814
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_080.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 856,
+  "prompt_suite": "scene",
+  "suite_index": 80,
+  "prompt": "A bustling train station platform in the early morning, with passengers hurrying about their day. The platform is lined with people waiting for their trains, some reading newspapers, others talking on their phones. The scene includes several diverse individuals\u2014elderly couples, business professionals, and families with children. The background showcases a modern train station with glass canopies, illuminated signs, and distant tracks. The atmosphere is vibrant and full of motion, capturing the essence of urban life. Medium shot focusing on the center of the platform, maintaining a static perspective.",
+  "original_prompt": "train station platform",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/080.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3161.1890258789062,
+  "excluded_context_kv_latency_ms": 787.27880859375,
+  "wall_generation_s": 5.710850238800049,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_081.json b/eval_out/per_prompt/cf_ffff/scene_081.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b0ded5c7540cd08069914904ddc2d3894268f0e
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_081.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 857,
+  "prompt_suite": "scene",
+  "suite_index": 81,
+  "prompt": "A vibrant underwater coral reef teeming with life. The corals are in various shapes and colors, ranging from bright pinks and purples to soft greens and yellows. Schools of colorful fish swim gracefully among the corals, while sea turtles lazily glide by. The water is clear, allowing sunlight to filter through, creating a mesmerizing play of light and shadow. Small bubbles rise gently to the surface. Wide shot, capturing the vastness and beauty of the coral reef ecosystem.",
+  "original_prompt": "underwater coral reef",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/081.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3154.503662109375,
+  "excluded_context_kv_latency_ms": 785.3280944824219,
+  "wall_generation_s": 5.701355695724487,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_082.json b/eval_out/per_prompt/cf_ffff/scene_082.json
new file mode 100644
index 0000000000000000000000000000000000000000..d07db43d4332779876ce5aaa05a4e796cbfcce11
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_082.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 858,
+  "prompt_suite": "scene",
+  "suite_index": 82,
+  "prompt": "A serene valley landscape captured in a picturesque, realistic style. The valley is lush and green, filled with rolling hills and dense forests. A winding river meanders through the center, reflecting the vibrant colors of the surrounding flora. In the distance, snow-capped mountains rise majestically against a clear blue sky. Soft sunlight filters through the trees, casting dappled shadows on the ground. The scene is tranquil, with no visible human activity. Wide shot, showcasing the expansive beauty of the valley from a high vantage point.",
+  "original_prompt": "valley",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/082.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.3919830322266,
+  "excluded_context_kv_latency_ms": 784.3123321533203,
+  "wall_generation_s": 5.693794012069702,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_083.json b/eval_out/per_prompt/cf_ffff/scene_083.json
new file mode 100644
index 0000000000000000000000000000000000000000..94330ea2bf077145e932544a7cf85f1237ce1524
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_083.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 859,
+  "prompt_suite": "scene",
+  "suite_index": 83,
+  "prompt": "A dramatic and intense scene featuring an erupting volcano. The volcano is spewing lava and ash into the air, creating a vivid orange glow against a dark night sky filled with billowing smoke clouds. The ground trembles as molten rock flows down the sides of the volcano, lighting up the surrounding landscape. In the foreground, a few scattered trees and rocks are illuminated by the fiery eruption. The camera remains fixed on the volcano, capturing the powerful motion and scale of the event. Nighttime, wide shot.",
+  "original_prompt": "volcano",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/083.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3148.750289916992,
+  "excluded_context_kv_latency_ms": 784.8779602050781,
+  "wall_generation_s": 5.692052841186523,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_084.json b/eval_out/per_prompt/cf_ffff/scene_084.json
new file mode 100644
index 0000000000000000000000000000000000000000..8048aa703299781302cca1bf65ce73c8461707b4
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_084.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 860,
+  "prompt_suite": "scene",
+  "suite_index": 84,
+  "prompt": "A majestic waterfall cascading down a rocky cliff face, surrounded by lush greenery and vibrant flowers. The water flows rapidly, creating a misty spray at the bottom where it meets a tranquil pool. Sunlight filters through the dense foliage, casting dappled shadows on the rocks and water. The scene is serene and peaceful, with the sound of rushing water filling the air. Wide shot, capturing the full height and width of the waterfall and its surroundings.",
+  "original_prompt": "waterfall",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/084.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3157.319061279297,
+  "excluded_context_kv_latency_ms": 786.5674362182617,
+  "wall_generation_s": 5.704646348953247,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/scene_085.json b/eval_out/per_prompt/cf_ffff/scene_085.json
new file mode 100644
index 0000000000000000000000000000000000000000..07a1ccf5617d58733d39bbc9ab0f81ebb43b60c5
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/scene_085.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 861,
+  "prompt_suite": "scene",
+  "suite_index": 85,
+  "prompt": "A serene landscape featuring a picturesque windmill standing tall against a clear blue sky. The windmill's wooden blades slowly rotate in the gentle breeze. The structure is surrounded by rolling green hills and scattered wildflowers. In the background, a quaint village can be seen in the distance. The scene is captured in a peaceful, realistic style with soft lighting. Wide shot, static scene focusing on the windmill and its surroundings.",
+  "original_prompt": "windmill",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/scene/085.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3179.1800689697266,
+  "excluded_context_kv_latency_ms": 793.2877807617188,
+  "wall_generation_s": 5.728803873062134,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_000.json b/eval_out/per_prompt/cf_ffff/subject_consistency_000.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3eaa783b4ecf6031554c834133c78dafe3bf842
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_000.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 257,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 0,
+  "prompt": "A person swimming in the ocean, with waves gently crashing around them. The swimmer is fully submerged, with only their head breaking the water's surface, taking deep breaths between strokes. They are wearing a black swimsuit and have wavy, shoulder-length brown hair that floats around their face. The sun is setting, casting a warm golden glow over the water, and the sky is filled with hues of orange and pink. The ocean is vast and serene, with a few seagulls flying overhead. The scene is captured in a medium close-up, focusing on the swimmer's determined facial expressions and fluid arm movements.",
+  "original_prompt": "a person swimming in ocean",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/000.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3152.767646789551,
+  "excluded_context_kv_latency_ms": 784.7675018310547,
+  "wall_generation_s": 5.699521064758301,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_001.json b/eval_out/per_prompt/cf_ffff/subject_consistency_001.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e113cfe4d0e8cd883ee51708f9f1ce0c7dd0b92
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_001.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 258,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 1,
+  "prompt": "A professional setting where a person is giving a presentation to a room full of colleagues. The presenter stands confidently at the front of the room, holding a laser pointer and gesturing towards a large projection screen displaying slides. They wear a well-fitted suit with a neat tie, exuding professionalism. The audience sits attentively in rows of chairs, some taking notes, others engaged in thoughtful expressions. The room has a modern feel with clean lines, ample lighting, and a professional atmosphere. The camera captures the scene from a medium shot, focusing on the presenter and the audience reaction.",
+  "original_prompt": "a person giving a presentation to a room full of colleagues",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/001.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3154.0244064331055,
+  "excluded_context_kv_latency_ms": 784.7757949829102,
+  "wall_generation_s": 5.700160503387451,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_002.json b/eval_out/per_prompt/cf_ffff/subject_consistency_002.json
new file mode 100644
index 0000000000000000000000000000000000000000..088e4fb4514eaf9ff392721837949862f9253612
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_002.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 259,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 2,
+  "prompt": "A person in a cozy kitchen setting is washing dishes at a sink filled with sudsy water. The individual, who appears to be middle-aged with casual attire, is scrubbing a plate with a sponge. Water droplets splash and cling to the dishes as they are washed. The kitchen is warmly lit, with sunlight streaming in from a window nearby. The background shows other kitchen appliances and cabinets. The person is standing with a focused expression, moving the sponge in circular motions across the dish. Medium close-up shot, static scene.",
+  "original_prompt": "a person washing the dishes",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/002.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3169.5755920410156,
+  "excluded_context_kv_latency_ms": 789.1503677368164,
+  "wall_generation_s": 5.718042373657227,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_003.json b/eval_out/per_prompt/cf_ffff/subject_consistency_003.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc5e4d6afcb7fa38bd30c0740a8c96867cef23ea
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_003.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 260,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 3,
+  "prompt": "A person enjoying a juicy burger, with a satisfied smile on their face. They are seated at a casual dining table, surrounded by napkins and a drink. The burger is topped with lettuce, tomato, and cheese, and the person is taking a bite, showcasing the delicious layers inside. The scene has a warm, inviting atmosphere with soft lighting and a cozy background. Medium close-up shot focusing on the person's hand holding the burger and their facial expressions as they savor each bite.",
+  "original_prompt": "a person eating a burger",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/003.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3157.9859924316406,
+  "excluded_context_kv_latency_ms": 786.5830383300781,
+  "wall_generation_s": 5.707451820373535,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_004.json b/eval_out/per_prompt/cf_ffff/subject_consistency_004.json
new file mode 100644
index 0000000000000000000000000000000000000000..9017f71aa539d1e384f36bc248b74b46324cbcd9
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_004.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 261,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 4,
+  "prompt": "A lone figure, wearing a heavy winter coat with a fur-lined hood, walks through a dense snowstorm. The person is bundled up with gloves and a scarf wrapped tightly around their face, only their eyes visible. Snowflakes swirl around them as they trudge forward, their footsteps muffled by the thick layer of snow. The background shows a dimly lit forest with tall pine trees barely visible through the heavy snowfall. The scene is captured in a medium shot, focusing on the person's determined walk against the harsh conditions.",
+  "original_prompt": "a person walking in the snowstorm",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/004.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3148.059638977051,
+  "excluded_context_kv_latency_ms": 784.4033966064453,
+  "wall_generation_s": 5.700949192047119,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_005.json b/eval_out/per_prompt/cf_ffff/subject_consistency_005.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ca65a5ec2f91f2aff55e09eeb80fd65ea74f2aa
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_005.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 262,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 5,
+  "prompt": "A cozy, warm caf\u00e9 setting with soft ambient lighting and wooden furnishings. A young adult, casually dressed in a sweater and jeans, sits at a small round table. They hold a steaming cup of coffee in their hand, taking a sip while looking pensively out the window. The caf\u00e9 is moderately busy with other patrons engaged in conversations. The background showcases various coffee drinks and pastries displayed on a counter. The person\u2019s expression is relaxed and content. Medium shot focusing on the person\u2019s face and the coffee cup, capturing the intimate atmosphere of the caf\u00e9.",
+  "original_prompt": "a person drinking coffee in a cafe",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/005.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3157.301544189453,
+  "excluded_context_kv_latency_ms": 784.6223449707031,
+  "wall_generation_s": 5.706239938735962,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_006.json b/eval_out/per_prompt/cf_ffff/subject_consistency_006.json
new file mode 100644
index 0000000000000000000000000000000000000000..aaf6d9e378c511dc25f94e732ba03a2a06ee1e42
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_006.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 263,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 6,
+  "prompt": "A close-up of a young adult playing a classic acoustic guitar, with their fingers deftly plucking the strings. They sit in a cozy, dimly lit room, with soft ambient lighting casting gentle shadows across their face. The person has tousled brown hair, a relaxed expression, and wears a casual outfit consisting of a vintage t-shirt and jeans. Their posture is casual yet focused, leaning slightly forward as they play. The guitar's wooden body reflects the warm glow from a nearby lamp. The scene captures the intimate atmosphere of a musical performance, with the focus on the person's expressive face and skilled hands moving over the fretboard.",
+  "original_prompt": "a person playing guitar",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/006.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3139.094169616699,
+  "excluded_context_kv_latency_ms": 781.6851806640625,
+  "wall_generation_s": 5.680756092071533,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_007.json b/eval_out/per_prompt/cf_ffff/subject_consistency_007.json
new file mode 100644
index 0000000000000000000000000000000000000000..8412eae24a03a2ab6817bd5b1838c0e4eec39a93
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_007.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 264,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 7,
+  "prompt": "A vintage black bicycle leaning gently against a large, gnarled oak tree in a serene forest clearing. The bicycle has a classic frame with a round handlebar and a single rear mudguard. Its tires are slightly deflated, giving it a slightly neglected yet charming appearance. The tree has lush green leaves and several low branches that gracefully arch over the bike. The forest floor is covered with soft, brown autumn leaves and patches of moss. The scene is bathed in warm, natural sunlight filtering through the canopy, casting dappled shadows. Medium shot capturing the bicycle and the lower part of the tree trunk.",
+  "original_prompt": "a bicycle leaning against a tree",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/007.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3153.355209350586,
+  "excluded_context_kv_latency_ms": 784.683349609375,
+  "wall_generation_s": 5.6984703540802,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_008.json b/eval_out/per_prompt/cf_ffff/subject_consistency_008.json
new file mode 100644
index 0000000000000000000000000000000000000000..e30175916f4cf206e90fd1bdd3b873fc55632a58
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_008.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 265,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 8,
+  "prompt": "A bicycle glides smoothly through a vast, snowy field under a clear blue sky. The bicycle has a classic design with black tires, a silver frame, and a small white basket attached to the front. The rider, a young adult wearing a red winter coat, black gloves, and a woolen hat, pedals effortlessly with a slight forward lean. Snowflakes gently fall around them, creating a serene and tranquil atmosphere. The background showcases rolling hills covered in pristine snow, with distant pine trees adding a touch of greenery. The scene is captured in a medium shot, focusing on the bicycle and the rider as they move gracefully across the snowy landscape.",
+  "original_prompt": "a bicycle gliding through a snowy field",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/008.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3156.5203552246094,
+  "excluded_context_kv_latency_ms": 785.6575241088867,
+  "wall_generation_s": 5.707424879074097,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_009.json b/eval_out/per_prompt/cf_ffff/subject_consistency_009.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cc80198d88678f1c4d0c4c45ff5170f5fb6f2c7
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_009.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 266,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 9,
+  "prompt": "A cyclist riding a classic black bicycle slows down gradually as they approach a stop sign. The cyclist has a helmet on, and their posture is upright with one hand on the brake handle, applying gentle pressure. The bicycle's wheels spin slightly slower, creating small dust clouds as they decelerate on a gravel path. The surroundings feature a quiet suburban street lined with green trees and parked cars. The scene transitions from a medium shot to a close-up focusing on the cyclist's face, which shows concentration and determination. Static shot, emphasizing the motion of the bicycle slowing down.",
+  "original_prompt": "a bicycle slowing down to stop",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/009.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3145.6470108032227,
+  "excluded_context_kv_latency_ms": 784.4557952880859,
+  "wall_generation_s": 5.69211483001709,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_010.json b/eval_out/per_prompt/cf_ffff/subject_consistency_010.json
new file mode 100644
index 0000000000000000000000000000000000000000..d43804437d40aa909fd68f787985b701a7882a45
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_010.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 267,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 10,
+  "prompt": "A bicycle accelerating to gain speed, captured in a smooth time-lapse sequence. The bicycle is a classic red road bike with sleek aerodynamic handlebars and reflective wheels. The rider, a focused individual in cycling gear, leans forward, pedaling vigorously. The background shows a winding asphalt road leading into a forest, with trees and bushes blurring past as the bike speeds up. The camera starts from a mid-shot and gradually zooms in to focus on the rider's determined face and the spinning wheels, emphasizing the acceleration.",
+  "original_prompt": "a bicycle accelerating to gain speed",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/010.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3168.970863342285,
+  "excluded_context_kv_latency_ms": 789.1633987426758,
+  "wall_generation_s": 5.716347694396973,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_011.json b/eval_out/per_prompt/cf_ffff/subject_consistency_011.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef7860d757a0eba276084cca5a819fb173b75f07
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_011.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 268,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 11,
+  "prompt": "A realistic depiction of a car stuck in heavy traffic during rush hour. The scene shows multiple cars lined up on a busy urban highway, each vehicle emitting exhaust fumes. The driver in the front car, a middle-aged man with a stressed expression, is leaning forward in his seat, peering ahead through the windshield. The sun is setting, casting a warm golden glow over the scene. The background features tall buildings and billboards. The camera focuses on the car from a medium shot, capturing the interior and exterior details, emphasizing the stationary nature of the vehicles.",
+  "original_prompt": "a car stuck in traffic during rush hour",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/011.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3175.697998046875,
+  "excluded_context_kv_latency_ms": 790.6824035644531,
+  "wall_generation_s": 5.729771137237549,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_012.json b/eval_out/per_prompt/cf_ffff/subject_consistency_012.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f59fb9cd8238e1f40b7af400839efe48cffb80b
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_012.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 269,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 12,
+  "prompt": "A sleek, modern sedan driving down a city street, approaching a sharp corner. As the car begins to turn, it smoothly navigates the bend, with the driver maintaining control. The exterior of the vehicle is polished and gleaming, reflecting the surrounding urban environment. In the background, there are tall buildings and street signs, adding to the bustling atmosphere. The scene is captured from a dynamic camera angle that follows the car as it turns, providing a sense of movement and speed. Wide shot, focusing on the car as it makes the turn.",
+  "original_prompt": "a car turning a corner",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/012.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3138.3996810913086,
+  "excluded_context_kv_latency_ms": 781.0489273071289,
+  "wall_generation_s": 5.678090572357178,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_013.json b/eval_out/per_prompt/cf_ffff/subject_consistency_013.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4d3ebcb3c0f1abe5cbc0358591b1eb978f02757
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_013.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 270,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 13,
+  "prompt": "A sleek, modern sedan gradually slows down as it approaches a stop sign. The car's brake lights illuminate, casting a soft red glow through the rear window. Inside, the driver maintains a calm and focused expression, gently pressing the brake pedal. The wheels slow their rotation, and the vehicle comes to a smooth stop. The background shows a quiet suburban street with a few parked cars and neatly trimmed hedges. The scene is captured from a mid-shot perspective, focusing on the front half of the car.",
+  "original_prompt": "a car slowing down to stop",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/013.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3164.0435485839844,
+  "excluded_context_kv_latency_ms": 787.87646484375,
+  "wall_generation_s": 5.717328310012817,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_014.json b/eval_out/per_prompt/cf_ffff/subject_consistency_014.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c049835799b4580c62d5c74b5d57fe131971d1f
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_014.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 271,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 14,
+  "prompt": "A sleek, modern sports car accelerating rapidly down a straight, empty road, gaining speed with each passing second. The car's engine roars as it speeds up, tires leaving occasional smoke trails on the asphalt. The exterior of the car is a shiny metallic silver with minimalistic design elements. The background showcases a scenic countryside with rolling hills and a clear blue sky. The camera follows the car from a slight distance, capturing the intense acceleration and speed from a dynamic tracking shot.",
+  "original_prompt": "a car accelerating to gain speed",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/014.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3157.67529296875,
+  "excluded_context_kv_latency_ms": 785.1785736083984,
+  "wall_generation_s": 5.702629804611206,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_015.json b/eval_out/per_prompt/cf_ffff/subject_consistency_015.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ad4fb5da2634334e4b2f3cf96926bdb1f3e68f0
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_015.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 272,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 15,
+  "prompt": "A sleek black motorcycle cruising along a scenic coastal highway during sunset. The motorcycle has a polished chrome finish and tinted windows on the helmet. The rider, wearing a black leather jacket and jeans, has their hands firmly on the handlebars and is leaning slightly forward, maintaining a steady posture. Waves crash against the rocky shoreline on one side of the highway, while lush green hills roll into the distance on the other. The sky is painted with vibrant hues of orange and pink, casting a warm glow over the entire scene. The camera follows the motorcycle from behind, capturing the wind-swept road and the dramatic coastal landscape in a wide shot.",
+  "original_prompt": "a motorcycle cruising along a coastal highway",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/015.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3142.230812072754,
+  "excluded_context_kv_latency_ms": 782.4028167724609,
+  "wall_generation_s": 5.68352198600769,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_016.json b/eval_out/per_prompt/cf_ffff/subject_consistency_016.json
new file mode 100644
index 0000000000000000000000000000000000000000..da3423b704bf3fdc42971328b6d91da894991fb9
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_016.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 273,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 16,
+  "prompt": "A motorcycle turning a corner on a narrow urban street at night. The bike is black with sleek, aerodynamic features, and the rider is wearing a black leather jacket, jeans, and a helmet. The rider leans into the turn, with one hand gripping the handlebars and the other clutching the side of the motorcycle. The streetlights cast a soft glow, illuminating the wet asphalt and creating reflections. In the background, there are dimly lit buildings and parked cars. The scene is captured from a mid-shot perspective, focusing on the motorcycle and the rider as they navigate the corner.",
+  "original_prompt": "a motorcycle turning a corner",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/016.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.519371032715,
+  "excluded_context_kv_latency_ms": 784.7359313964844,
+  "wall_generation_s": 5.695968389511108,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_017.json b/eval_out/per_prompt/cf_ffff/subject_consistency_017.json
new file mode 100644
index 0000000000000000000000000000000000000000..885a25a384b910fd7494b947f3d2fcc6aebaebb8
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_017.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 274,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 17,
+  "prompt": "A motorcycle gradually slows down as it approaches a stop. The rider, wearing a black helmet and leather jacket, leans slightly forward with one hand on the brake lever and the other on the handlebar. The bike's engine revs decrease steadily, and the rear wheel begins to gently skid on the asphalt. In the background, there are blurred images of urban street signs and parked cars. The scene is captured in a slow-motion shot from a low-angle perspective, focusing on the motorcycle's front wheel and the rider's determined face.",
+  "original_prompt": "a motorcycle slowing down to stop",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/017.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3159.267189025879,
+  "excluded_context_kv_latency_ms": 786.7487335205078,
+  "wall_generation_s": 5.707341909408569,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_018.json b/eval_out/per_prompt/cf_ffff/subject_consistency_018.json
new file mode 100644
index 0000000000000000000000000000000000000000..d53e72a3bb8d045564146e746ef8296a21f02421
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_018.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 275,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 18,
+  "prompt": "A sleek, black motorcycle gliding smoothly through a vast snowy field under a clear winter sky. The motorcycle's headlights cast a soft glow, illuminating the pristine snow as it moves. The rider is dressed in full winter gear, including a black helmet and jacket, with gloves and goggles. The landscape is serene, with occasional patches of untouched snow and distant pine trees. The camera follows the motorcycle in a smooth tracking shot, capturing the fluid motion and the gentle flurry of snow kicked up by the tires. Medium to wide shot, emphasizing the expansive snowy backdrop and the seamless glide of the motorcycle.",
+  "original_prompt": "a motorcycle gliding through a snowy field",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/018.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3161.7891387939453,
+  "excluded_context_kv_latency_ms": 788.3150787353516,
+  "wall_generation_s": 5.7074055671691895,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_019.json b/eval_out/per_prompt/cf_ffff/subject_consistency_019.json
new file mode 100644
index 0000000000000000000000000000000000000000..9cf86935acbf618d5d6a80d0512595be6c5d9148
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_019.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 276,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 19,
+  "prompt": "A high-speed action scene featuring a sleek black motorcycle accelerating down a winding asphalt road. The motorcycle's engine roars as it gains speed, smoke trailing from the tires. The rider, wearing a black leather jacket and helmet, leans forward with intense focus. The background shows blurred trees and distant hills, emphasizing the speed. The camera follows the motorcycle closely, capturing every detail of the bike and rider as they accelerate. Close-up shot, dynamic camera movement tracking the motorcycle.",
+  "original_prompt": "a motorcycle accelerating to gain speed",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/019.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3169.566696166992,
+  "excluded_context_kv_latency_ms": 788.7490692138672,
+  "wall_generation_s": 5.721464157104492,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_020.json b/eval_out/per_prompt/cf_ffff/subject_consistency_020.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d70db0672aa2cf38e1639b5ac54582130399c72
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_020.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 277,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 20,
+  "prompt": "A sleek commercial airplane flying through a clear blue sky, with fluffy white clouds scattered in the background. The airplane is shown from a slightly angled perspective, emphasizing its aerodynamic shape and the smooth curvature of its wings. The sun is casting a gentle glow over the plane, highlighting its metallic surface. The scene transitions from a wide shot of the plane against the vast sky to a closer medium shot focusing on the plane's streamlined design as it soars gracefully through the air.",
+  "original_prompt": "an airplane soaring through a clear blue sky",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/020.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3142.7687911987305,
+  "excluded_context_kv_latency_ms": 782.6991577148438,
+  "wall_generation_s": 5.6839494705200195,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_021.json b/eval_out/per_prompt/cf_ffff/subject_consistency_021.json
new file mode 100644
index 0000000000000000000000000000000000000000..85bc8fe4edd026b3ea60e69511fb61a208caf883
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_021.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 278,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 21,
+  "prompt": "A large commercial airplane taking off from a busy airport runway. The airplane is a Boeing 747 with distinctive white and blue livery. It is surrounded by tarmac and lined up with other planes, creating a sense of scale. The engines are roaring, and there is a trail of smoke and dust as it accelerates down the runway. The ground crew stands at a safe distance, watching the plane take flight. The camera captures the moment of lift-off from a low angle, showcasing the power and size of the aircraft as it ascends into the sky. Wide shot, starting from a static view of the runway and panning upwards as the plane lifts off.",
+  "original_prompt": "an airplane taking off",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/021.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3162.7322158813477,
+  "excluded_context_kv_latency_ms": 787.5732803344727,
+  "wall_generation_s": 5.717639446258545,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_022.json b/eval_out/per_prompt/cf_ffff/subject_consistency_022.json
new file mode 100644
index 0000000000000000000000000000000000000000..9220d2e7271738a595a5da9fa6a7b5769b2137b9
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_022.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 279,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 22,
+  "prompt": "A commercial airliner landing smoothly on a well-maintained runway at sunset. The aircraft touches down gently, its wheels making contact with the tarmac, leaving a trail of smoke. The wings are fully extended, and the plane slows down gradually as it taxis towards the terminal area. The sky is painted with warm hues of orange and pink, casting a beautiful glow over the scene. The camera follows the plane from a medium distance, maintaining a static shot to capture the entirety of the smooth landing process. Wide shot.",
+  "original_prompt": "an airplane landing smoothly on a runway",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/022.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.690872192383,
+  "excluded_context_kv_latency_ms": 784.0277709960938,
+  "wall_generation_s": 5.693792343139648,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_023.json b/eval_out/per_prompt/cf_ffff/subject_consistency_023.json
new file mode 100644
index 0000000000000000000000000000000000000000..7de20da285590f0bb9fa5cbd19d8a5f18ce7f293
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_023.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 280,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 23,
+  "prompt": "A Boeing 747 commercial airliner accelerating down a runway to gain speed for takeoff. The plane's engines emit powerful bursts of exhaust smoke as it speeds up. The tarmac is smooth and empty, reflecting sunlight. The camera captures the front third of the aircraft from a low angle, emphasizing the plane's massive size and the intense acceleration. The tires leave dark marks on the runway as the plane gathers momentum. Wide shot, focusing on the plane's forward motion and the blur of the tarmac behind it.",
+  "original_prompt": "an airplane accelerating to gain speed",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/023.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3159.0432662963867,
+  "excluded_context_kv_latency_ms": 786.1670608520508,
+  "wall_generation_s": 5.704589128494263,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_024.json b/eval_out/per_prompt/cf_ffff/subject_consistency_024.json
new file mode 100644
index 0000000000000000000000000000000000000000..516838c4417f7d7d75b5cfaa4797ece4144b89c0
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_024.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 281,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 24,
+  "prompt": "A city bus making a turn at a street corner. The bus is painted in bright yellow with large rectangular windows and a door at the front. It has the typical urban bus design with multiple wheels and a high chassis. As the bus navigates the corner, it smoothly turns right, revealing a glimpse of the bustling cityscape beyond, including other vehicles and pedestrians. The camera captures the scene from a medium distance, focusing on the bus as it completes the turn. The environment is vibrant with a mix of modern buildings and green spaces. Static shot.",
+  "original_prompt": "a bus turning a corner",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/024.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3142.9217224121094,
+  "excluded_context_kv_latency_ms": 783.2482757568359,
+  "wall_generation_s": 5.687726020812988,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_025.json b/eval_out/per_prompt/cf_ffff/subject_consistency_025.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ff24ce01cb165c286925cd59f166b859bbe6b2b
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_025.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 282,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 25,
+  "prompt": "A busy city street during rush hour, with multiple lanes of traffic filled with cars and buses. Focus on a large yellow school bus stuck in the middle lane, its passengers visible through the windows, looking impatient and occasionally glancing at their phones or talking amongst themselves. The bus is surrounded by honking vehicles, adding to the chaotic atmosphere. The background shows tall buildings and bustling sidewalks. The camera captures the scene from a mid-shot angle, emphasizing the congestion and frustration on the road.",
+  "original_prompt": "a bus stuck in traffic during rush hour",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/025.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3147.8247451782227,
+  "excluded_context_kv_latency_ms": 784.7124481201172,
+  "wall_generation_s": 5.691598176956177,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_026.json b/eval_out/per_prompt/cf_ffff/subject_consistency_026.json
new file mode 100644
index 0000000000000000000000000000000000000000..be06f5a81be65174c48dd2ac6fbe627f81cae011
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_026.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 283,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 26,
+  "prompt": "A large city bus accelerating down a busy street, gaining speed as it moves forward. The bus is painted in bright yellow with black stripes and displays advertisements on its sides. Inside, passengers are visible through the windows, their faces blurred for privacy. The camera focuses on the front of the bus, capturing the wheels spinning rapidly and the tires gripping the road. The exterior view shows the bus passing other vehicles, with the surroundings blurring slightly due to the increasing speed. Wide shot, static camera focusing on the acceleration process.",
+  "original_prompt": "a bus accelerating to gain speed",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/026.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3165.8006439208984,
+  "excluded_context_kv_latency_ms": 789.236572265625,
+  "wall_generation_s": 5.7122087478637695,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_027.json b/eval_out/per_prompt/cf_ffff/subject_consistency_027.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb4f0bd3250c61251f354e573da2246feafdb260
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_027.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 284,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 27,
+  "prompt": "A high-speed train rushes down the railway tracks, its sleek body gleaming under the bright sunlight. The train moves with great momentum, leaving a trail of steam behind as it passes through the landscape. The camera follows the train from a distance, capturing the powerful motion and speed. Surrounding the tracks are lush green fields and tall trees, creating a picturesque backdrop. The video should emphasize the train's velocity and the dynamic motion of the scenery passing by. Wide shot, showing the entirety of the train and the expansive environment surrounding it.",
+  "original_prompt": "a train speeding down the tracks",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/027.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3167.52791595459,
+  "excluded_context_kv_latency_ms": 792.5377883911133,
+  "wall_generation_s": 5.72153639793396,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_028.json b/eval_out/per_prompt/cf_ffff/subject_consistency_028.json
new file mode 100644
index 0000000000000000000000000000000000000000..9111d098467b72857da7d404f28086cbe45fcb8a
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_028.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 285,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 28,
+  "prompt": "A realistic, cinematic scene featuring a long-distance passenger train crossing over a tall steel bridge. The train consists of multiple carriages connected seamlessly, moving steadily across the bridge. The bridge spans a vast, green valley below, with lush forests and rolling hills visible in the distance. The train\u2019s wheels clatter rhythmically as it crosses the bridge, and the camera captures the full length of the train from a mid-shot perspective, showcasing the height of the bridge and the expansive landscape beneath. Static shot.",
+  "original_prompt": "a train crossing over a tall bridge",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/028.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3144.6164932250977,
+  "excluded_context_kv_latency_ms": 785.1758651733398,
+  "wall_generation_s": 5.68903660774231,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_029.json b/eval_out/per_prompt/cf_ffff/subject_consistency_029.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3fb6792e9c8378ed460f230938824bd7ed5e0a5
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_029.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 286,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 29,
+  "prompt": "A high-speed train accelerating on a straight track, gaining speed rapidly. The train consists of several sleek, modern carriages with aerodynamic designs. As the train accelerates, the wheels spin faster, and the scenery outside blurs into streaks of color. Smoke billows from the engine as it works hard to propel the train forward. The camera starts from a mid-shot of the train's front section, gradually zooming in to focus on the powerful engine, emphasizing the intense acceleration. The background shows a passing landscape, with trees and buildings quickly receding into the distance.",
+  "original_prompt": "a train accelerating to gain speed",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/029.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3166.321464538574,
+  "excluded_context_kv_latency_ms": 790.0537033081055,
+  "wall_generation_s": 5.721407651901245,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_030.json b/eval_out/per_prompt/cf_ffff/subject_consistency_030.json
new file mode 100644
index 0000000000000000000000000000000000000000..773125b8dccac27cf59a599f0a004e7aa650dac2
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_030.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 287,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 30,
+  "prompt": "A large semi-truck turning a corner on a busy city street during rush hour. The truck has a typical design with multiple mirrors, a distinctive grill, and large tires. It slowly navigates the turn, signaling with its blinker. The truck driver sits attentively at the wheel, looking focused. Surrounding vehicles and pedestrians move around the truck, maintaining their own paths. The environment includes tall buildings and road signs. The scene captures the truck from a mid-shot perspective, emphasizing the truck's size and the dynamics of the turn.",
+  "original_prompt": "a truck turning a corner",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/030.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3160.0730743408203,
+  "excluded_context_kv_latency_ms": 789.5567398071289,
+  "wall_generation_s": 5.709918260574341,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_031.json b/eval_out/per_prompt/cf_ffff/subject_consistency_031.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b766ccede9551d5777285735e724ef17e3f66a2
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_031.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 288,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 31,
+  "prompt": "A serene coastal bay at sunset, with gentle waves lapping against the shore. In the center of the frame, a large cargo truck is partially submerged and anchored in the calm waters, its front end resting on the sandy bottom. The truck is surrounded by clear water, with sunlight reflecting off the surface, creating a peaceful yet surreal atmosphere. The sky is painted with soft hues of orange and pink, casting a warm glow over the tranquil scene. The camera is positioned at a medium shot to capture the entirety of the truck and the surrounding bay.",
+  "original_prompt": "a truck anchored in a tranquil bay",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/031.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.280807495117,
+  "excluded_context_kv_latency_ms": 783.9185791015625,
+  "wall_generation_s": 5.695955991744995,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_032.json b/eval_out/per_prompt/cf_ffff/subject_consistency_032.json
new file mode 100644
index 0000000000000000000000000000000000000000..67c14a57370abf32249ea89469e1fb7f2b085060
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_032.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 289,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 32,
+  "prompt": "A realistic daytime scene of a large semi-truck stuck in heavy rush hour traffic on a busy highway. The truck is surrounded by other vehicles, including cars and smaller trucks, all moving slowly. The road is congested with multiple lanes of traffic, and there are tall buildings and skyscrapers visible in the background. The sun is bright, casting shadows on the road and vehicles. The truck driver is visible through the window, looking slightly frustrated but patient. The camera captures a mid-shot view of the truck and surrounding vehicles, emphasizing the slow-moving traffic and the congested environment.",
+  "original_prompt": "a truck stuck in traffic during rush hour",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/032.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3162.004653930664,
+  "excluded_context_kv_latency_ms": 787.2593078613281,
+  "wall_generation_s": 5.712387561798096,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_033.json b/eval_out/per_prompt/cf_ffff/subject_consistency_033.json
new file mode 100644
index 0000000000000000000000000000000000000000..474df660588f14fd80e6d3d7ff50eb9d116ac765
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_033.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 290,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 33,
+  "prompt": "A large semi-truck gradually slows down as it approaches a stop sign. The truck has a classic red color with a silver undercarriage and large tires. The driver is visible through the window, maintaining control of the vehicle with a focused expression. The truck's lights and mirrors reflect the surroundings, indicating an urban street environment with other vehicles and pedestrians nearby. The scene captures the smooth deceleration of the truck, emphasizing the gradual reduction in speed until it comes to a complete stop. Wide shot, static camera, focusing on the truck and its interaction with the surrounding traffic.",
+  "original_prompt": "a truck slowing down to stop",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/033.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3152.497573852539,
+  "excluded_context_kv_latency_ms": 785.8853378295898,
+  "wall_generation_s": 5.699469089508057,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_034.json b/eval_out/per_prompt/cf_ffff/subject_consistency_034.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec5f36c8423ffb4f670256b68d517e7bc140b620
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_034.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 291,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 34,
+  "prompt": "A large, modern semi-truck accelerating down a straight, rural highway to gain speed. The truck's engine roars as it moves forward, smoke billowing from the tires. The truck's body is painted in a sleek, metallic gray with the company logo prominently displayed on both sides. The driver is seen in the cab, focused on the road ahead, pressing the accelerator pedal. The camera follows the truck from behind, capturing the dust kicked up by the rear wheels and the surrounding landscape whizzing past. Wide shot, dynamic camera movement following the truck as it accelerates.",
+  "original_prompt": "a truck accelerating to gain speed",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/034.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3158.0858612060547,
+  "excluded_context_kv_latency_ms": 787.0851287841797,
+  "wall_generation_s": 5.701395511627197,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_035.json b/eval_out/per_prompt/cf_ffff/subject_consistency_035.json
new file mode 100644
index 0000000000000000000000000000000000000000..1008dd1f42071cb7b07ca3d5971d86611931028e
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_035.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 292,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 35,
+  "prompt": "A serene, picturesque scene of a small wooden boat gently sailing across a calm, tranquil lake under a clear blue sky. The boat moves smoothly with the gentle breeze, creating only minimal ripples on the water\u2019s surface. The background showcases lush green hills and a few scattered trees reflecting in the crystal-clear water. The camera focuses on the boat from a medium distance, capturing the peaceful atmosphere of the lake. The scene remains static, emphasizing the calmness and tranquility of the environment.",
+  "original_prompt": "a boat sailing smoothly on a calm lake",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/035.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3161.9852294921875,
+  "excluded_context_kv_latency_ms": 787.6050262451172,
+  "wall_generation_s": 5.710262298583984,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_036.json b/eval_out/per_prompt/cf_ffff/subject_consistency_036.json
new file mode 100644
index 0000000000000000000000000000000000000000..9019dbe8ae7d4025a7e4f7a4055b50de2dce7409
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_036.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 293,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 36,
+  "prompt": "A small wooden sailboat gradually slows down as it approaches a dock, with the water gently lapping against its sides. The boat's sails are partially furled, and the crew, consisting of two people, are adjusting the ropes and preparing to moor the vessel. The sun is setting, casting a warm golden glow over the scene, reflecting off the calm waters. The background shows a picturesque harbor with other boats at anchor and distant buildings. The camera captures the motion of the boat decelerating smoothly from a moving shot to a static scene as it comes to a halt. Medium shot focusing on the boat and immediate surroundings.",
+  "original_prompt": "a boat slowing down to stop",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/036.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3135.145088195801,
+  "excluded_context_kv_latency_ms": 780.4463272094727,
+  "wall_generation_s": 5.673482179641724,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_037.json b/eval_out/per_prompt/cf_ffff/subject_consistency_037.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec3f597569cf3a3410b892e180a51e6059a21453
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_037.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 294,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 37,
+  "prompt": "A sleek, modern boat accelerating across the water to gain speed. The boat's hull slices through the waves, creating a trail of white foam behind it. The sun glints off the water, casting shimmering reflections. The boat's engine roars as it speeds up, and the spray from the bow sprays upwards. Focus on the dynamic motion of the boat as it accelerates, with a medium shot capturing the entirety of the boat and the surrounding water. No camera movement, just a static yet action-packed scene.",
+  "original_prompt": "a boat accelerating to gain speed",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/037.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3166.011688232422,
+  "excluded_context_kv_latency_ms": 789.1155548095703,
+  "wall_generation_s": 5.719066143035889,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_038.json b/eval_out/per_prompt/cf_ffff/subject_consistency_038.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a35631096f350d8b1ac82d714d4c319beabf13d
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_038.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 295,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 38,
+  "prompt": "A majestic bird soaring gracefully through the clear blue sky, its wings spread wide as it glides effortlessly on the thermal currents. The bird's feathers shimmer in the sunlight, creating a striking contrast against the bright blue backdrop. The scene is captured from a mid-shot perspective, focusing on the bird's elegant flight path. The camera remains static, allowing viewers to appreciate the bird's fluid movements and the serene beauty of the sky.",
+  "original_prompt": "a bird soaring gracefully in the sky",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/038.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.8788986206055,
+  "excluded_context_kv_latency_ms": 785.7465667724609,
+  "wall_generation_s": 5.696178674697876,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_039.json b/eval_out/per_prompt/cf_ffff/subject_consistency_039.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4b3f56bb6a9d7397091d56f02ba3945f043351c
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_039.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 296,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 39,
+  "prompt": "A close-up, slow-motion video of a small brown bird meticulously building a nest using twigs and leaves. The bird skillfully arranges each piece, using its beak and feet to weave together the materials. The camera focuses on the intricate process, capturing the bird\u2019s determined expression and the gradual formation of the nest. The background is a blurred green forest, emphasizing the bird's focused activity. The scene is serene, with gentle ambient sounds of nature providing a tranquil atmosphere.",
+  "original_prompt": "a bird building a nest from twigs and leaves",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/039.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.4613647460938,
+  "excluded_context_kv_latency_ms": 784.2564544677734,
+  "wall_generation_s": 5.694360256195068,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_040.json b/eval_out/per_prompt/cf_ffff/subject_consistency_040.json
new file mode 100644
index 0000000000000000000000000000000000000000..c75301dc10d12937b8702f56bc7e89cbd78cc0b8
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_040.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 297,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 40,
+  "prompt": "A majestic eagle soaring gracefully over a vast, snowy forest. The bird has striking golden feathers with black wingtips, and it is in full flight, wings spread wide as it glides effortlessly through the crisp winter air. The forest below is covered in pristine snow, with tall pine trees reaching towards the sky. The sun casts a soft, warm glow through the branches, creating a serene and tranquil atmosphere. The scene is captured from a medium-high angle, emphasizing the bird's flight path and the expansive landscape beneath.",
+  "original_prompt": "a bird flying over a snowy forest",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/040.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3158.2410888671875,
+  "excluded_context_kv_latency_ms": 786.5659027099609,
+  "wall_generation_s": 5.706871747970581,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_041.json b/eval_out/per_prompt/cf_ffff/subject_consistency_041.json
new file mode 100644
index 0000000000000000000000000000000000000000..f027700d916bf6b85da45b24e5f05f956abb2e38
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_041.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 298,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 41,
+  "prompt": "A close-up, detailed shot of a sleek, black cat grooming itself meticulously with its tongue. The cat is lying on its side, its fur glossy and soft. It uses its front paw to gently scratch behind its ear before continuing to lick itself clean, focusing intently. The scene is set indoors, perhaps in a cozy bedroom or living room, with warm, ambient lighting casting gentle shadows. The camera remains static, emphasizing the cat's smooth and repetitive grooming motions.",
+  "original_prompt": "a cat grooming itself meticulously with its tongue",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/041.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3157.581901550293,
+  "excluded_context_kv_latency_ms": 786.0660552978516,
+  "wall_generation_s": 5.70421290397644,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_042.json b/eval_out/per_prompt/cf_ffff/subject_consistency_042.json
new file mode 100644
index 0000000000000000000000000000000000000000..aa8f1efe428982ef050eb20768c31a02c08a19bb
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_042.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 299,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 42,
+  "prompt": "A playful cat exploring a sunny park. The cat is brown with white spots, running and jumping between patches of grass and under a large oak tree. It occasionally stops to sniff at flowers or chase after butterflies. The park is filled with lush greenery, including various bushes and tall trees, creating a vibrant and lively environment. The background shows children playing on a playground and people walking their dogs. The scene captures the cat in various playful postures, from a curious crouch to a joyful leap. Medium shot, capturing the cat's dynamic movements and interactions with the park environment.",
+  "original_prompt": "a cat playing in park",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/042.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3157.390625,
+  "excluded_context_kv_latency_ms": 787.6590347290039,
+  "wall_generation_s": 5.703485012054443,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_043.json b/eval_out/per_prompt/cf_ffff/subject_consistency_043.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca118f5224d40ed570d909a5a3c3f6d247461828
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_043.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 300,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 43,
+  "prompt": "A close-up of a sleek black cat drinking water from a clear glass bowl. The cat has bright green eyes and fluffy fur, its tail curled gently behind it. The camera focuses on the cat's focused expression as it laps up the water, showing droplets clinging to its whiskers and nose. The background is a soft blur of a cozy kitchen, with sunlight streaming in through a window, casting a warm glow. The cat continues to drink calmly, emphasizing its relaxed posture and contentment. Medium close-up shot, static scene.",
+  "original_prompt": "a cat drinking water",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/043.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3173.9391174316406,
+  "excluded_context_kv_latency_ms": 789.6082992553711,
+  "wall_generation_s": 5.725158452987671,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_044.json b/eval_out/per_prompt/cf_ffff/subject_consistency_044.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe3f1a22648337e9a2cb12262a1a1056bf2aff96
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_044.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 301,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 44,
+  "prompt": "A playful domestic cat running joyfully across a green grassy field, with a bright sunny day in the background. The cat has soft fur, bright green eyes, and a striped coat. It is leaping and twisting as it runs, tail held high and ears perked up, conveying pure happiness and energy. The scene is captured from a medium shot, focusing on the cat's dynamic movements against a serene backdrop of rolling hills and blue skies.",
+  "original_prompt": "a cat running happily",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/044.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3136.6131134033203,
+  "excluded_context_kv_latency_ms": 781.2886962890625,
+  "wall_generation_s": 5.674852609634399,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_045.json b/eval_out/per_prompt/cf_ffff/subject_consistency_045.json
new file mode 100644
index 0000000000000000000000000000000000000000..80690a926eb8aa72b1f2c7af4dda3aeccd09cd78
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_045.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 302,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 45,
+  "prompt": "A calm and serene outdoor scene featuring a happy golden retriever walking leisurely on a grassy path. The dog has a playful expression, wagging its tail and sniffing the air curiously. It is on a leash held gently by an unseen owner. The background showcases a lush green landscape with tall trees and a clear blue sky. The camera follows the dog from a medium distance, capturing the peaceful atmosphere of the walk. The scene is static, emphasizing the tranquil nature of the stroll.",
+  "original_prompt": "a dog enjoying a peaceful walk",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/045.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3166.5966262817383,
+  "excluded_context_kv_latency_ms": 788.8864974975586,
+  "wall_generation_s": 5.7192559242248535,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_046.json b/eval_out/per_prompt/cf_ffff/subject_consistency_046.json
new file mode 100644
index 0000000000000000000000000000000000000000..883047b43750216ac7009b98831d0924aaa93883
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_046.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 303,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 46,
+  "prompt": "A playful golden retriever running and playing in a sunny park. The dog is bounding through a lush green field filled with tall grass and scattered wildflowers. It is chasing a red ball, leaping into the air and catching it mid-jump. In the background, there are families enjoying a picnic, children riding bicycles, and people walking their dogs. The sun is shining brightly, casting warm rays over the park. Medium shot capturing the joyful activity from a side angle.",
+  "original_prompt": "a dog playing in park",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/046.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3141.0682678222656,
+  "excluded_context_kv_latency_ms": 782.253791809082,
+  "wall_generation_s": 5.682309865951538,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_047.json b/eval_out/per_prompt/cf_ffff/subject_consistency_047.json
new file mode 100644
index 0000000000000000000000000000000000000000..487620e2152b16350703068ca1d6d993511acf21
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_047.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 304,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 47,
+  "prompt": "A realistic animated scene of a friendly golden retriever puppy drinking water from a blue bowl. The puppy has a wet nose and licks its lips after taking a sip. It sits next to the bowl with its tail wagging gently. The water splashes slightly as the puppy drinks, showing droplets clinging to its muzzle. The background includes a cozy kitchen with wooden floors and a rustic table nearby. The scene focuses on the close-up of the dog's face and the water bowl, capturing the natural motion of the dog's head and neck as it drinks.",
+  "original_prompt": "a dog drinking water",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/047.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3157.2923583984375,
+  "excluded_context_kv_latency_ms": 786.8073272705078,
+  "wall_generation_s": 5.703914403915405,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_048.json b/eval_out/per_prompt/cf_ffff/subject_consistency_048.json
new file mode 100644
index 0000000000000000000000000000000000000000..10d7486f47ef1119135481c8af173d3e212be0ad
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_048.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 305,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 48,
+  "prompt": "A joyful, energetic golden retriever running freely across a lush green meadow. The dog has a playful expression, tongue hanging out, tail wagging enthusiastically as it runs. The sun shines brightly overhead, casting a warm glow over the scene. The grass sways gently in the breeze, adding to the serene and happy atmosphere. The camera follows the dog from a low angle, capturing its exuberant movement in a wide shot.",
+  "original_prompt": "a dog running happily",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/048.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3153.853759765625,
+  "excluded_context_kv_latency_ms": 785.7778549194336,
+  "wall_generation_s": 5.700623035430908,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_049.json b/eval_out/per_prompt/cf_ffff/subject_consistency_049.json
new file mode 100644
index 0000000000000000000000000000000000000000..14e44b36f7143dbcbe8e4c33d9f7a17b049c9459
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_049.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 306,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 49,
+  "prompt": "A realistic, serene scene of a majestic brown horse bending down to drink water from a calm river. The horse has a flowing mane and tail, and its muscular body is clearly visible. It stands near the riverbank, with its front legs slightly bent and its muzzle touching the water surface. The river reflects the gentle sunlight, creating a tranquil atmosphere. The background showcases lush green grass and trees along the riverbank, adding depth to the scene. The camera focuses on a close-up of the horse\u2019s face and neck as it drinks, capturing the serene moment in a static shot.",
+  "original_prompt": "a horse bending down to drink water from a river",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/049.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3149.7897567749023,
+  "excluded_context_kv_latency_ms": 786.1751174926758,
+  "wall_generation_s": 5.695858716964722,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_050.json b/eval_out/per_prompt/cf_ffff/subject_consistency_050.json
new file mode 100644
index 0000000000000000000000000000000000000000..947e5f8d732e05cd3f749e71d24fc4f53a5e8966
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_050.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 307,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 50,
+  "prompt": "A majestic brown horse galloping across an expansive green field with rolling hills in the distance. The horse's mane and tail flow freely in the wind as it runs at full speed. Its legs move powerfully under a sleek, muscular body, creating a sense of dynamic motion. The sun is setting, casting a warm golden glow over the landscape. The background shows vibrant wildflowers and tall grass swaying gently. The scene is captured from a mid-shot angle, focusing on the horse's powerful gallop without any camera movement, emphasizing the natural beauty and freedom of the moment.",
+  "original_prompt": "a horse galloping across an open field",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/050.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3169.010154724121,
+  "excluded_context_kv_latency_ms": 787.3258819580078,
+  "wall_generation_s": 5.722430229187012,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_051.json b/eval_out/per_prompt/cf_ffff/subject_consistency_051.json
new file mode 100644
index 0000000000000000000000000000000000000000..027d8f58b3dcb244a59a4bfbd4bf3f2ab85e4a00
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_051.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 308,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 51,
+  "prompt": "A tranquil scene of a majestic brown horse walking peacefully through a serene meadow. The horse has a flowing mane and tail, and its gait is smooth and rhythmic. The sun casts a warm glow over the lush green grass, and the sky is a clear blue with soft white clouds. The horse's eyes are calm, and it carries itself with grace and ease. In the background, there are rolling hills and a few scattered wildflowers adding to the picturesque landscape. The camera follows the horse from a medium distance, maintaining a static shot as the horse continues its leisurely stroll.",
+  "original_prompt": "a horse taking a peaceful walk",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/051.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3162.9098510742188,
+  "excluded_context_kv_latency_ms": 788.8630676269531,
+  "wall_generation_s": 5.712062835693359,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_052.json b/eval_out/per_prompt/cf_ffff/subject_consistency_052.json
new file mode 100644
index 0000000000000000000000000000000000000000..493c8181f5dea60cc7d8e040350d9dfaef3c42a3
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_052.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 309,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 52,
+  "prompt": "A wild mustang gallops across an open grassland, kicking up dust as it runs towards a herd of horses. The herd is scattered in the distance, grazing peacefully under a bright blue sky dotted with fluffy clouds. The mustang\u2019s coat gleams in the sunlight, showcasing its muscular build and powerful legs. It arches its neck and prances with determination, its mane flowing freely behind it. As it approaches, the herd begins to notice, turning their heads curiously. The scene captures the mustang\u2019s journey from solitude to unity with its kin, conveying a sense of belonging and community. Wide shot, focusing on the mustang\u2019s movement and the expansive landscape.",
+  "original_prompt": "a horse running to join a herd of its kind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/052.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3146.304443359375,
+  "excluded_context_kv_latency_ms": 783.2473983764648,
+  "wall_generation_s": 5.689451217651367,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_053.json b/eval_out/per_prompt/cf_ffff/subject_consistency_053.json
new file mode 100644
index 0000000000000000000000000000000000000000..86f241343053ef2157385ebc1d69f9c51ca4376c
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_053.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 310,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 53,
+  "prompt": "A single white sheep bending down to drink water from a calm river. The sheep has fluffy wool, long curved horns, and soft brown eyes. It is positioned near the riverbank, with its front legs partially submerged in the clear water. The river flows gently, reflecting the surrounding greenery and blue sky. The background shows lush grass and trees along the riverbank, creating a serene pastoral landscape. The sheep's body is slightly tilted as it bends down to drink, emphasizing a natural and tranquil motion. Medium close-up shot focusing on the sheep and the river.",
+  "original_prompt": "a sheep bending down to drink water from a river",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/053.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3165.6625442504883,
+  "excluded_context_kv_latency_ms": 788.0014877319336,
+  "wall_generation_s": 5.7176642417907715,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_054.json b/eval_out/per_prompt/cf_ffff/subject_consistency_054.json
new file mode 100644
index 0000000000000000000000000000000000000000..a96f250d7ab1e2a8a33fd9d14587778974bab1db
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_054.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 311,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 54,
+  "prompt": "A serene countryside landscape with a single sheep leisurely walking through a lush green field. The sheep has fluffy white wool, long curved horns, and a gentle expression. It moves gracefully, occasionally pausing to graze on the tender grass. The sky above is clear with soft clouds, casting a warm glow over the scene. In the background, there are rolling hills and a few scattered trees. The camera captures the sheep from a medium shot, maintaining a static view to emphasize the tranquility of the environment.",
+  "original_prompt": "a sheep taking a peaceful walk",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/054.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3143.83390045166,
+  "excluded_context_kv_latency_ms": 782.4494171142578,
+  "wall_generation_s": 5.685765504837036,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_055.json b/eval_out/per_prompt/cf_ffff/subject_consistency_055.json
new file mode 100644
index 0000000000000000000000000000000000000000..512156749d060d56e305ab842ce7e41e798d62fa
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_055.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 312,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 55,
+  "prompt": "A lone sheep running towards a herd of other sheep on a grassy hillside. The sheep is depicted with fluffy white wool and brown hooves, moving energetically with its legs stretched out. The herd is scattered across the landscape, grazing peacefully. The background showcases a serene countryside with rolling hills, dotted with wildflowers and trees. The sheep's body language conveys determination and joy as it joins its flock. Medium shot focusing on the sheep running towards the herd.",
+  "original_prompt": "a sheep running to join a herd of its kind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/055.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3153.3882369995117,
+  "excluded_context_kv_latency_ms": 785.4102783203125,
+  "wall_generation_s": 5.697572946548462,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_056.json b/eval_out/per_prompt/cf_ffff/subject_consistency_056.json
new file mode 100644
index 0000000000000000000000000000000000000000..63c546c31a31424100ccdc177bfbbc5178089bdc
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_056.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 313,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 56,
+  "prompt": "A serene countryside scene featuring a large brown cow bending down to drink water from a gently flowing river. The cow has a calm and content expression, with its head lowered towards the water. The river is clear, reflecting the surrounding greenery and the cloudy sky above. The landscape includes lush grasslands, tall trees, and a few distant hills creating a peaceful backdrop. The cow\u2019s fur is soft and well-groomed, and its posture is relaxed as it drinks. The scene is captured in a medium close-up shot, focusing on the cow and the river, with minimal camera movement to maintain tranquility.",
+  "original_prompt": "a cow bending down to drink water from a river",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/056.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3155.3978118896484,
+  "excluded_context_kv_latency_ms": 785.4108428955078,
+  "wall_generation_s": 5.702377557754517,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_057.json b/eval_out/per_prompt/cf_ffff/subject_consistency_057.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0f666fd8d09d9a1fb827b857e9fcafdaf2e2df9
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_057.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 314,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 57,
+  "prompt": "A peaceful, tranquil barn interior with a single cow resting in the foreground. The cow is lying down, chewing its cud slowly and steadily, with a calm and content expression. The barn has wooden walls and a rustic wooden floor, with hay bales and farm tools scattered around. Soft natural light filters through small windows, casting gentle shadows. The background includes a few other sleeping animals and a cozy corner with a feeding trough. Medium shot, static scene focusing on the cow\u2019s relaxed posture and rhythmic chewing motion.",
+  "original_prompt": "a cow chewing cud while resting in a tranquil barn",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/057.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3160.4578247070312,
+  "excluded_context_kv_latency_ms": 787.2777709960938,
+  "wall_generation_s": 5.70806884765625,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_058.json b/eval_out/per_prompt/cf_ffff/subject_consistency_058.json
new file mode 100644
index 0000000000000000000000000000000000000000..d15d81feb27f90eca87dc3d4880b6fb9341798fd
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_058.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 315,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 58,
+  "prompt": "A lone cow running towards a herd of cows grazing in a lush green pasture. The cow has a sleek brown coat and a determined expression as it sprints across the grassy field. The herd is spread out, with some cows facing the approaching cow, their heads upturned to watch. The background shows rolling hills and a clear blue sky with fluffy white clouds. The camera starts with a medium shot of the lone cow running and then smoothly pans right to show the entire herd as the cow joins them. Close-up shots of the cow's face and the herd's reaction are interspersed with wider shots of the pasture.",
+  "original_prompt": "a cow running to join a herd of its kind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/058.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3167.8263092041016,
+  "excluded_context_kv_latency_ms": 788.2398529052734,
+  "wall_generation_s": 5.71354079246521,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_059.json b/eval_out/per_prompt/cf_ffff/subject_consistency_059.json
new file mode 100644
index 0000000000000000000000000000000000000000..460a3d83e12009d1e532d6fe91a9232b80db9807
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_059.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 316,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 59,
+  "prompt": "A large African elephant standing in a watering hole, using its long trunk to spray water over its body to cool down on a hot day. The elephant's skin is wrinkled and gray, with patches of mud drying on its back. It stands calmly, with its ears spread wide and its trunk raised, spraying water onto its head and back. The environment is a lush savanna with tall grasses and scattered trees. The scene includes a gentle breeze blowing through the grass, and the sound of water splashing can be heard. Medium close-up shot, focusing on the elephant's face and trunk as it sprays water.",
+  "original_prompt": "an elephant spraying itself with water using its trunk to cool down",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/059.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3171.5374069213867,
+  "excluded_context_kv_latency_ms": 790.1428756713867,
+  "wall_generation_s": 5.722414016723633,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_060.json b/eval_out/per_prompt/cf_ffff/subject_consistency_060.json
new file mode 100644
index 0000000000000000000000000000000000000000..6da254d95c276a80edb743688153f223b663e4f8
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_060.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 317,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 60,
+  "prompt": "A majestic African elephant walking gracefully through a lush savannah. The elephant moves slowly and calmly, swinging its trunk gently from side to side as it takes in its surroundings. Its skin is wrinkled and gray, and the grasses and small bushes of the savannah sway softly in the breeze around it. The background shows a vast landscape with tall trees and rolling hills under a clear blue sky. The scene is captured in a medium shot, emphasizing the elephant's gentle and peaceful demeanor.",
+  "original_prompt": "an elephant taking a peaceful walk",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/060.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3147.142234802246,
+  "excluded_context_kv_latency_ms": 782.8269729614258,
+  "wall_generation_s": 5.68768572807312,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_061.json b/eval_out/per_prompt/cf_ffff/subject_consistency_061.json
new file mode 100644
index 0000000000000000000000000000000000000000..558370be7bf3de061767e7ade8f42f1d7b478250
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_061.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 318,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 61,
+  "prompt": "A majestic African elephant running towards a herd of elephants in the savanna. The elephant is moving gracefully with its trunk held high, showcasing its powerful legs and smooth tanned skin. The herd is scattered across the grassy plains, some walking and others pausing to observe the newcomer. The landscape features tall golden grasses swaying gently in the breeze and distant acacia trees. The camera follows the elephant as it runs, maintaining a mid-shot perspective to capture both the individual and the expansive herd behind it.",
+  "original_prompt": "an elephant running to join a herd of its kind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/061.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3163.4433059692383,
+  "excluded_context_kv_latency_ms": 787.6290664672852,
+  "wall_generation_s": 5.714470148086548,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_062.json b/eval_out/per_prompt/cf_ffff/subject_consistency_062.json
new file mode 100644
index 0000000000000000000000000000000000000000..ccca1817ec78dec59fc9f4da475dd628e145421f
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_062.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 319,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 62,
+  "prompt": "A large brown bear, with thick fur and powerful muscles, crouches at the edge of a fast-flowing river. The bear\u2019s sharp claws grip the damp earth as it lunges forward, opening its massive jaws to catch a shimmering salmon mid-air. The salmon struggles violently, but the bear\u2019s jaw closes firmly around it. The water splashes around them, creating ripples that disturb the tranquil surface. The background shows dense forest and mist-covered rocks. The scene is captured from a low-angle perspective, emphasizing the bear\u2019s strength and dominance. The motion is fluid and dynamic, focusing on the moment of the catch.",
+  "original_prompt": "a bear catching a salmon in its powerful jaws",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/062.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3135.9421463012695,
+  "excluded_context_kv_latency_ms": 782.3146362304688,
+  "wall_generation_s": 5.678276300430298,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_063.json b/eval_out/per_prompt/cf_ffff/subject_consistency_063.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a2427d6bea26301cb775dbdd2161ab51b3f4d1f
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_063.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 320,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 63,
+  "prompt": "A realistic, close-up view of a large brown bear standing on all fours in a dense forest. The bear's fur is shaggy and brown, with patches of lighter color around its muzzle. It sniffs the air intently, its nostrils flaring as it searches for scents of food. Its ears are perked up, and its body language conveys a sense of alertness and curiosity. The background shows tall trees and lush greenery, adding to the immersive forest atmosphere. The camera remains static, capturing the bear's focused and natural behavior.",
+  "original_prompt": "a bear sniffing the air for scents of food",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/063.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3159.4157104492188,
+  "excluded_context_kv_latency_ms": 787.6481704711914,
+  "wall_generation_s": 5.706860542297363,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_064.json b/eval_out/per_prompt/cf_ffff/subject_consistency_064.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae45f2fa3dc616a6c93c32f7f35ca70fa221a316
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_064.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 321,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 64,
+  "prompt": "A brown bear climbing a tall pine tree in a dense forest. The bear uses its strong claws to grip the rough bark as it ascends, with muscles flexing visibly. Its fur is shaggy and brown, contrasting with the green foliage. The camera focuses closely on the bear's determined face and paws as it climbs higher. The forest floor is covered in fallen leaves and underbrush, with sunlight filtering through the canopy. The scene is calm and natural, capturing the bear's effort and surroundings in detail. Close-up view, focusing on the bear's climb.",
+  "original_prompt": "a bear climbing a tree",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/064.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3150.7064361572266,
+  "excluded_context_kv_latency_ms": 784.566535949707,
+  "wall_generation_s": 5.696310997009277,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_065.json b/eval_out/per_prompt/cf_ffff/subject_consistency_065.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c9dc1e35fb2983c3a604ad125ab4a3f3c36998e
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_065.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 322,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 65,
+  "prompt": "A wild brown bear prowling through a dense forest, searching intently for prey. The bear has a muscular build, shaggy fur, and keen eyes that scan the surroundings. It moves stealthily on all fours, sniffing the air and listening carefully for any signs of movement. The forest is lush and green, with tall trees and underbrush creating a natural habitat for various animals. The bear pauses occasionally, stopping to investigate potential tracks or sounds. The scene captures the bear\u2019s focused determination and powerful presence as it hunts. Wide shot, capturing the vastness of the forest and the bear\u2019s movements.",
+  "original_prompt": "a bear hunting for prey",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/065.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3157.3565673828125,
+  "excluded_context_kv_latency_ms": 786.7302474975586,
+  "wall_generation_s": 5.70526123046875,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_066.json b/eval_out/per_prompt/cf_ffff/subject_consistency_066.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9173763c52c66dade42fdcd0e445f420886c8ec
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_066.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 323,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 66,
+  "prompt": "A zebra bending down gracefully to drink water from a serene river. The zebra has distinctive black and white stripes, and its posture is relaxed as it lowers its head towards the water. The surrounding environment includes lush green grass and trees, reflecting a peaceful African savanna. The zebra's reflection can be seen in the calm river waters, creating a harmonious visual balance. The scene is captured in a medium close-up, focusing on the zebra's head and the river, emphasizing the natural interaction between the animal and its habitat.",
+  "original_prompt": "a zebra bending down to drink water from a river",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/066.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3168.5790405273438,
+  "excluded_context_kv_latency_ms": 788.4037704467773,
+  "wall_generation_s": 5.714884996414185,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_067.json b/eval_out/per_prompt/cf_ffff/subject_consistency_067.json
new file mode 100644
index 0000000000000000000000000000000000000000..20bd954c4ec6604b256cf636cecd28208b7cc49d
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_067.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 324,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 67,
+  "prompt": "A zebra sprinting towards a herd of zebras in a vast African savanna. The zebra is mid-stride, with its legs extended as it accelerates towards the group. It has a sleek black and white striped coat, and its mane flows freely behind it. The herd is scattered across the grasslands, grazing peacefully, with a few zebras lifting their heads to watch the newcomer. The sun is setting, casting a warm golden glow over the landscape. The background includes tall grasses and distant acacia trees. The scene is captured from a low-angle perspective to emphasize the zebra's speed and the expansive environment.",
+  "original_prompt": "a zebra running to join a herd of its kind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/067.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3170.8379287719727,
+  "excluded_context_kv_latency_ms": 790.0506286621094,
+  "wall_generation_s": 5.7237772941589355,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_068.json b/eval_out/per_prompt/cf_ffff/subject_consistency_068.json
new file mode 100644
index 0000000000000000000000000000000000000000..562e653d47b2aa825ae109df71baf1b21ccea3e7
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_068.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 325,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 68,
+  "prompt": "A serene African savanna landscape featuring a single zebra calmly walking through tall grass. The zebra has distinctive black and white stripes, with a gentle, relaxed expression as it moves gracefully. The environment is lush and vibrant, with scattered acacia trees and distant rolling hills visible in the background. The sun casts a warm glow over the scene, creating soft shadows and highlighting the zebra's fluid movement. Wide shot, capturing the expansive savanna and the zebra's peaceful stroll.",
+  "original_prompt": "a zebra taking a peaceful walk",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/068.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3133.6141204833984,
+  "excluded_context_kv_latency_ms": 780.9501419067383,
+  "wall_generation_s": 5.673032760620117,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_069.json b/eval_out/per_prompt/cf_ffff/subject_consistency_069.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd1a5bffe495b617d420aaaa9d11e9581a982c39
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_069.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 326,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 69,
+  "prompt": "A serene African savanna scene with tall grasses and scattered trees. A tall giraffe, with distinctive brown spots on its creamy white coat, bends its long neck gracefully to drink from a calm river. The giraffe's gaze is focused intently on the water as it lowers its head, revealing its long eyelashes and gentle expression. The river reflects the golden hues of the late afternoon sun, casting a warm glow over the scene. The background shows the vast expanse of the savanna with distant hills. The video is a medium close-up, capturing the giraffe's elegant movement and the tranquil environment.",
+  "original_prompt": "a giraffe bending down to drink water from a river",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/069.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3165.9585189819336,
+  "excluded_context_kv_latency_ms": 788.7025604248047,
+  "wall_generation_s": 5.718325853347778,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_070.json b/eval_out/per_prompt/cf_ffff/subject_consistency_070.json
new file mode 100644
index 0000000000000000000000000000000000000000..06da4c1d7527898206f1eeb1a2aeff4924f87f2c
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_070.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 327,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 70,
+  "prompt": "A serene African savanna setting with tall grasses and scattered acacia trees. A lone giraffe, with distinctive brown spots on its pale coat and long neck, is walking peacefully. The giraffe moves gracefully, swaying its head from side to side as it takes slow, deliberate steps. The scene captures the giraffe's calm demeanor and natural habitat. Mid-shot focusing on the giraffe's body and surroundings.",
+  "original_prompt": "a giraffe taking a peaceful walk",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/070.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3145.654800415039,
+  "excluded_context_kv_latency_ms": 784.6833267211914,
+  "wall_generation_s": 5.6911537647247314,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_ffff/subject_consistency_071.json b/eval_out/per_prompt/cf_ffff/subject_consistency_071.json
new file mode 100644
index 0000000000000000000000000000000000000000..f33ac4e403dcbde6d6f4888bc815b8dcbe7aa818
--- /dev/null
+++ b/eval_out/per_prompt/cf_ffff/subject_consistency_071.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_ffff",
+  "base_model": "causal_forcing",
+  "method": "none",
+  "param": null,
+  "param_value": null,
+  "target_speedup": 1.0,
+  "global_index": 328,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 71,
+  "prompt": "A lone giraffe sprinting towards a herd of other giraffes in the vast African savanna. The giraffe has a slender neck and spots on its coat, with a determined and excited expression as it runs. In the background, the herd of giraffes is scattered but moving in unison across the grassland. The environment features tall acacia trees, dry grass, and rocky terrain. The scene captures the giraffe accelerating from a distance, gradually closing the gap between itself and the herd, with a sense of urgency and joy. Mid-shot, focusing on the giraffe running towards the herd, maintaining a dynamic perspective.",
+  "original_prompt": "a giraffe running to join a herd of its kind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_ffff/subject_consistency/071.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3142.0424194335938,
+  "excluded_context_kv_latency_ms": 783.4716796875,
+  "wall_generation_s": 5.684518098831177,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 1e-12,
+    "psnr": 120.0,
+    "ssim": 1.0,
+    "lpips": 0.0,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 28.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 14.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_008.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_008.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbe3bffa42dc918dfa26ff696e63b0bfb03359c6
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_008.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 691,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 8,
+  "prompt": "A koala bear playing a grand piano in a lush, dense forest. The koala has soft, grey fur and large, round ears. It sits upright on the piano bench, paws delicately placed on the keys, creating gentle melodies. The forest background is filled with tall eucalyptus trees, dappled sunlight filtering through the leaves, and a carpet of green moss beneath the piano. The scene is calm and serene, with the koala focused intently on its performance. Medium close-up shot, capturing the koala and part of the forest surroundings.",
+  "original_prompt": "A koala bear playing piano in the forest.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/008.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2970.406093597412,
+  "excluded_context_kv_latency_ms": 784.8303070068359,
+  "wall_generation_s": 5.513160228729248,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03885427862405777,
+    "psnr": 14.10561203956604,
+    "ssim": 0.45656684041023254,
+    "lpips": 0.2917446494102478,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 25.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 11.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_011.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_011.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9be02897d733a0783c4e33fb3d70309ff85ad39
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_011.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 694,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 11,
+  "prompt": "Animated watercolor painting, soft and fluffy white clouds drifting across a bright blue sky. The clouds move gracefully, changing shape as they float, creating a serene and tranquil atmosphere. The sky is clear with gentle sunlight filtering through, casting a warm glow over the scene. The clouds are rendered with delicate brush strokes, giving them a dreamy, almost ethereal quality. Close-up view focusing on the movement and transformation of the clouds.",
+  "original_prompt": "An animated painting of fluffy white clouds moving in sky.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/011.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2467.979299902916,
+  "excluded_context_kv_latency_ms": 789.0798797607422,
+  "wall_generation_s": 5.0326313972473145,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.030811619013547897,
+    "psnr": 15.112854242324829,
+    "ssim": 0.7698989510536194,
+    "lpips": 0.3954366445541382,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_014.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_014.json
new file mode 100644
index 0000000000000000000000000000000000000000..69d43172c918364cefb2f0ad7f0663123e736956
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_014.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 697,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 14,
+  "prompt": "A realistic animation of a cute, bushy-tailed squirrel sitting on a tree branch, holding a juicy burger in its tiny paws. The squirrel has a curious expression as it takes a bite out of the burger, revealing its sharp little teeth. Its fur is brown with lighter underparts, and its large, expressive eyes convey excitement and delight. The background shows a lush forest with sunlight filtering through the leaves, casting dappled shadows. The squirrel is focused on the burger, ignoring its surroundings. Medium close-up shot to capture the squirrel's facial expressions and the burger clearly.",
+  "original_prompt": "A squirrel eating a burger.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/014.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3086.0635681152344,
+  "excluded_context_kv_latency_ms": 784.3087310791016,
+  "wall_generation_s": 5.6289167404174805,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.02302110381424427,
+    "psnr": 16.37873888015747,
+    "ssim": 0.6461053490638733,
+    "lpips": 0.22210486233234406,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 26.666666666666668,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 12.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_019.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_019.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ac67a3e5483f3798afede51c4ec30735b9e429c
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_019.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 702,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 19,
+  "prompt": "A drone flying smoothly over a snowy forest, capturing aerial footage from a high vantage point. The forest is covered in a thick blanket of snow, with tall pine trees reaching towards the bright winter sky. The branches are laden with snow, and the ground is pristine and untouched. The camera slowly pans across the landscape, revealing the serene beauty of the snowy expanse. The scene is bathed in soft, diffused light, creating a tranquil and peaceful atmosphere. Wide shot, aerial view.",
+  "original_prompt": "a drone flying over a snowy forest.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/019.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2682.278545022011,
+  "excluded_context_kv_latency_ms": 791.4664688110352,
+  "wall_generation_s": 5.238067865371704,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.05909166857600212,
+    "psnr": 12.284737825393677,
+    "ssim": 0.4583940804004669,
+    "lpips": 0.31544074416160583,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.333333333333332
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_020.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_020.json
new file mode 100644
index 0000000000000000000000000000000000000000..3384a9133983e79261da1779bfee0003fe03051f
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_020.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 703,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 20,
+  "prompt": "A large great white shark is swimming gracefully through the vast, deep blue ocean. Its sleek, muscular body moves powerfully through the water, propelling it forward with each effortless stroke of its tail. The shark's distinctive dorsal fin cuts through the surface as it glides past schools of smaller fish, which scatter in its wake. The ocean floor is visible below, covered in soft sand and dotted with coral formations. The water is clear, allowing sunlight to penetrate and create shimmering patterns around the shark. The scene is captured in a mid-shot, maintaining a steady camera position to showcase the shark's majestic presence and the serene underwater environment.",
+  "original_prompt": "a shark is swimming in the ocean.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/020.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2455.0724350214005,
+  "excluded_context_kv_latency_ms": 786.9561920166016,
+  "wall_generation_s": 4.99957799911499,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.04511139914393425,
+    "psnr": 13.4571373462677,
+    "ssim": 0.5488119125366211,
+    "lpips": 0.4334118664264679,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_024.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_024.json
new file mode 100644
index 0000000000000000000000000000000000000000..02a25902b1779e40e06ebc9edff3d15b7eb847d1
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_024.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 707,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 24,
+  "prompt": "A vibrant scene of golden fish swimming gracefully in an expansive underwater ocean. The fish shimmer with metallic gold scales, their bodies undulating as they navigate through crystal-clear water. Schools of these fish move together, creating a mesmerizing pattern of synchronized swimming. The background showcases a diverse marine environment with coral reefs, sea plants, and other colorful marine life. The camera remains static, capturing the fluid motion and beauty of the golden fish in a wide-angle shot, emphasizing the vastness of the ocean.",
+  "original_prompt": "golden fish swimming in the ocean.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/024.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2459.3681919574738,
+  "excluded_context_kv_latency_ms": 788.2671661376953,
+  "wall_generation_s": 5.008013010025024,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.06835433840751648,
+    "psnr": 11.652339696884155,
+    "ssim": 0.3734118938446045,
+    "lpips": 0.45689061284065247,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_026.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_026.json
new file mode 100644
index 0000000000000000000000000000000000000000..7bd34537c338e1a62223a57bad6723b33006c5e4
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_026.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 709,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 26,
+  "prompt": "Drone aerial view of a festive celebration featuring a brightly lit Christmas tree surrounded by joyful people. The scene includes colorful fireworks bursting in the starry night sky behind the tree. People are seen smiling and waving, adding to the lively atmosphere. The background shows a clear, twinkling night sky filled with stars. The camera maintains a stable wide shot, capturing the entire scene from above.",
+  "original_prompt": "A drone view of celebration with Christmas tree and fireworks, starry sky - background.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/026.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2454.1523629426956,
+  "excluded_context_kv_latency_ms": 787.8659515380859,
+  "wall_generation_s": 4.997605800628662,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.04466937482357025,
+    "psnr": 13.499901294708252,
+    "ssim": 0.43502214550971985,
+    "lpips": 0.3784710168838501,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_028.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_028.json
new file mode 100644
index 0000000000000000000000000000000000000000..58ac63393f9764738cddd8be1f7aacc8968be1a8
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_028.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 711,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 28,
+  "prompt": "3D render of origami dancers made from white paper, performing a modern dance routine against a pristine white background in a studio setting. Each dancer has delicate folds and creases that catch the light, enhancing their ethereal appearance. They are gracefully moving in synchronized motions, expressing fluidity and elegance through their postures. The scene focuses on a medium close-up to capture the intricate details of the dancers' movements and the soft, clean background.",
+  "original_prompt": "Origami dancers in white paper, 3D render, on white background, studio shot, dancing modern dance.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/028.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2439.3361374139786,
+  "excluded_context_kv_latency_ms": 781.2789993286133,
+  "wall_generation_s": 4.978220224380493,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.015074054710566998,
+    "psnr": 18.21769952774048,
+    "ssim": 0.8509498834609985,
+    "lpips": 0.24224995076656342,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_033.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_033.json
new file mode 100644
index 0000000000000000000000000000000000000000..75e338a36730b9fce8a368a1ac0b6be48f957804
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_033.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 716,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 33,
+  "prompt": "Digital art, a quirky character resembling a raccoon but with a turtle-like appearance. This character has a round body covered in black fur with white patches, similar to a raccoon's coat. It has large, expressive eyes and a small snout. However, instead of paws, it has a hard, green shell on its back like a turtle, complete with a plastron underneath. The character is standing upright on its hind legs, holding a small stick in its front paws, giving it a playful and curious expression. The background is a whimsical forest scene with vibrant colors and soft lighting, creating a friendly and imaginative atmosphere. Close-up shot focusing on the character's unique features.",
+  "original_prompt": "A raccoon that looks like a turtle, digital art.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/033.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2885.5256271362305,
+  "excluded_context_kv_latency_ms": 783.934814453125,
+  "wall_generation_s": 5.429617643356323,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03711950033903122,
+    "psnr": 14.303978681564331,
+    "ssim": 0.6598271131515503,
+    "lpips": 0.23686295747756958,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.999999999999998
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_035.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_035.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b0ea8f62daea7b0ace4adf594b5ca591149ebfe
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_035.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 718,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 35,
+  "prompt": "A busy freeway at night, showcasing multiple lanes filled with cars moving at varying speeds. The scene is illuminated by the bright headlights and taillights of the vehicles, casting reflections on the wet asphalt. The environment is bustling with activity, featuring several types of vehicles including sedans, SUVs, trucks, and motorcycles. The distant horizon is blurred by the lights from oncoming traffic, creating a vibrant and dynamic scene. The background includes dimly lit streetlights and occasional billboards. The camera captures the motion of the vehicles in a wide shot, maintaining a stable perspective to highlight the flow of traffic.",
+  "original_prompt": "Busy freeway at night.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/035.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2467.8137180805206,
+  "excluded_context_kv_latency_ms": 789.9835433959961,
+  "wall_generation_s": 5.021070241928101,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.0483216792345047,
+    "psnr": 13.15858006477356,
+    "ssim": 0.4961227774620056,
+    "lpips": 0.4411017894744873,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_039.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_039.json
new file mode 100644
index 0000000000000000000000000000000000000000..fbf1effff11b77790cde8a89fa0529ecf7824311
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_039.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 722,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 39,
+  "prompt": "A vintage sewing machine in operation, featuring an antique wooden cabinet and metal parts with a slight patina from age. The needle moves up and down rhythmically as the machine hums softly. A roll of fabric is fed through the machine, creating neat stitches. The background shows an old-fashioned sewing room with wooden floors, a few scattered sewing tools, and a faded floral wallpaper. The focus is on the detailed mechanical workings of the sewing machine. Medium close-up shot, static camera.",
+  "original_prompt": "Sewing machine, old sewing machine working.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/039.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3096.0655364990234,
+  "excluded_context_kv_latency_ms": 785.9669876098633,
+  "wall_generation_s": 5.639397382736206,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.044715844094753265,
+    "psnr": 13.495385646820068,
+    "ssim": 0.5232626795768738,
+    "lpips": 0.38722214102745056,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 26.666666666666668,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 12.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_041.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_041.json
new file mode 100644
index 0000000000000000000000000000000000000000..522731a61fe2fa9821f21138b96038a6afb143c5
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_041.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 724,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 41,
+  "prompt": "Close-up macro shot of several large, plump purple plums rotating slowly on a turntable. As the plums spin, water droplets form and glisten on their smooth skins, catching the light and reflecting tiny rainbows. The plums are isolated against a pristine white background, emphasizing their vibrant color and glossy texture. The camera focuses closely, capturing every detail of the fruit's surface as they continue to rotate.",
+  "original_prompt": "Few big purple plums rotating on the turntable. water drops appear on the skin during rotation. isolated on the white background. close-up. macro.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/041.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2447.246708393097,
+  "excluded_context_kv_latency_ms": 783.7078399658203,
+  "wall_generation_s": 4.989115953445435,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.14218515157699585,
+    "psnr": 8.471457362174988,
+    "ssim": 0.5340768098831177,
+    "lpips": 0.45262423157691956,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_043.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_043.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0de541643b27cdbaf89445e09c5fd5ae6f2dcae
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_043.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 726,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 43,
+  "prompt": "Close-up shot of a cluttered ashtray filled with cigarette butts on a dimly lit table against a black background. Wisps of smoke curl and flow upwards from the ashtray, creating a hazy atmosphere. The ashtray is old and worn, with visible burn marks and residue. The cigarette butts vary in size and color, some still smoldering slightly. The focus is on the intricate details of the butts and the swirling smoke, with the black background emphasizing the textures and lighting.",
+  "original_prompt": "Ashtray full of butts on table, smoke flowing on black background, close-up",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/043.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2465.6222301721573,
+  "excluded_context_kv_latency_ms": 790.0663681030273,
+  "wall_generation_s": 5.017348766326904,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.020968345925211906,
+    "psnr": 16.784358024597168,
+    "ssim": 0.7268909811973572,
+    "lpips": 0.2769469618797302,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_045.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_045.json
new file mode 100644
index 0000000000000000000000000000000000000000..6cd2ed344624f9ef165b579d2dd5f58af319deb9
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_045.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 728,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 45,
+  "prompt": "In a vibrant scene set in New York City's Times Square, a large, friendly teddy bear is playfully interacting with a full drum kit. The teddy bear, with its soft brown fur and big, expressive black eyes, sits on a stool, energetically beating the drums with toy-sized drumsticks. Its arms move rhythmically, creating a playful and whimsical atmosphere. The background showcases the bustling energy of Times Square, with bright lights, billboards, and a mix of pedestrians walking past. The scene captures a close-up view, focusing on the teddy bear's animated performance and the colorful surroundings.",
+  "original_prompt": "A teddy bear is playing drum kit in NYC Times Square.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/045.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2717.957042336464,
+  "excluded_context_kv_latency_ms": 785.8851165771484,
+  "wall_generation_s": 5.263392686843872,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.05056552588939667,
+    "psnr": 12.961454391479492,
+    "ssim": 0.44261670112609863,
+    "lpips": 0.29650384187698364,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_047.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_047.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c2e3c03fee7c90a630ee7daf8283998626d56a7
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_047.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 730,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 47,
+  "prompt": "A high-definition action scene featuring Tony Stark, aka Iron Man, in his iconic gold and red suit, playing a high-energy electronic guitar. He is standing confidently with a relaxed yet focused expression, swaying slightly to the music. His fingers move swiftly over the guitar strings, creating electrifying sounds. The background showcases a futuristic tech lab with holographic displays and glowing screens. The camera is positioned at a medium close-up angle, capturing the intensity of the performance and the intricate details of his suit.",
+  "original_prompt": "An Iron man is playing the electronic guitar, high electronic guitar.",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/047.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2874.467830657959,
+  "excluded_context_kv_latency_ms": 784.5143356323242,
+  "wall_generation_s": 5.41585373878479,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.06872809678316116,
+    "psnr": 11.628656387329102,
+    "ssim": 0.38092631101608276,
+    "lpips": 0.4419717788696289,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.999999999999996,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_049.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_049.json
new file mode 100644
index 0000000000000000000000000000000000000000..207a00405f92f2cafce4fe844c21d26931625b6d
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_049.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 732,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 49,
+  "prompt": "In the style of Vincent van Gogh, a serene and picturesque scene featuring a small wooden boat gently sailing along the Seine River. The boat is modestly adorned with a sail partially unfurled, bobbing smoothly on the water's surface. The Eiffel Tower stands prominently in the background, its iconic structure silhouetted against a vibrant twilight sky filled with swirling strokes of orange and blue. The river reflects the soft glow of the setting sun, casting a warm golden hue across the water. The scene is filled with Van Gogh's signature brushwork, creating a dreamlike atmosphere. Medium shot capturing the river, boat, and distant tower.",
+  "original_prompt": "A boat sailing leisurely along the Seine River with the Eiffel Tower in background by Vincent van Gogh",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/049.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2588.5960417985916,
+  "excluded_context_kv_latency_ms": 786.5174789428711,
+  "wall_generation_s": 5.133927583694458,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03680356219410896,
+    "psnr": 14.34110164642334,
+    "ssim": 0.43291905522346497,
+    "lpips": 0.3179408311843872,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.999999999999999
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_052.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_052.json
new file mode 100644
index 0000000000000000000000000000000000000000..4dbcbd08a93982719c754da0b38225ea08d1fad5
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_052.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 735,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 52,
+  "prompt": "A futuristic cityscape where humans have achieved teleportation technology. In this scene, several diverse individuals from various races and ages stand in a bustling teleportation hub. They wear sleek, modern clothing and futuristic accessories. The teleportation devices emit soft, glowing blue lights as people step into them, disappearing in a burst of light. The background showcases towering skyscrapers, flying vehicles, and holographic advertisements, creating a vibrant and advanced urban environment. Wide shot, static camera to capture the dynamic activity and technological marvels.",
+  "original_prompt": "A future where humans have achieved teleportation technology",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/052.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2720.4297244548798,
+  "excluded_context_kv_latency_ms": 784.6020202636719,
+  "wall_generation_s": 5.262239933013916,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.07957712560892105,
+    "psnr": 10.992116928100586,
+    "ssim": 0.38834768533706665,
+    "lpips": 0.47135576605796814,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_053.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_053.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c9dffc95c36ce0e27ce13e321a3599f0c507472
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_053.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 736,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 53,
+  "prompt": "A serene underwater scene featuring a translucent, bioluminescent jellyfish gently floating through the vast ocean. The jellyfish has soft, undulating tentacles that emit a gentle glow, creating mesmerizing patterns as they sway gracefully in the water. The surrounding ocean is filled with ambient light filtering through the surface, casting a tranquil blue hue over the scene. Various small fish and plankton drift by in the background, adding to the sense of life and movement in the deep sea. The camera maintains a medium close-up perspective, focusing on the jellyfish's ethereal presence.",
+  "original_prompt": "A jellyfish floating through the ocean, with bioluminescent tentacles",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/053.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2462.7206176519394,
+  "excluded_context_kv_latency_ms": 789.2359008789062,
+  "wall_generation_s": 5.012378931045532,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.014872565865516663,
+    "psnr": 18.276140689849854,
+    "ssim": 0.6446530222892761,
+    "lpips": 0.3368249237537384,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_054.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_054.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c97b6f689307ad41640c0564a91c07601a4def0
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_054.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 737,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 54,
+  "prompt": "A realistic animation of a Mars rover navigating across the rugged Martian terrain. The rover is equipped with solar panels, antennas, and various scientific instruments. It moves slowly and steadily over large boulders and fine red dust, leaving tire tracks behind. The landscape is dotted with craters, rocky outcrops, and barren plains under a pale orange sky. The camera follows the rover from a mid-shot perspective as it continues its exploration mission. Static scene, focusing on the rover's movement and interaction with the environment.",
+  "original_prompt": "A Mars rover moving on Mars",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/054.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2570.535397529602,
+  "excluded_context_kv_latency_ms": 784.0141372680664,
+  "wall_generation_s": 5.11485743522644,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03586903586983681,
+    "psnr": 14.452803134918213,
+    "ssim": 0.5857015252113342,
+    "lpips": 0.3515898883342743,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.999999999999999
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_055.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_055.json
new file mode 100644
index 0000000000000000000000000000000000000000..6aa74009bd802cc9aed305fbe91ac47e2e7d93de
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_055.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 738,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 55,
+  "prompt": "A cartoon-style animated video of a cute, black-and-white panda bear sitting at a small table in a cozy Parisian caf\u00e9. The panda is holding a steaming cup of coffee with both hands, sipping gently from a ceramic mug adorned with a delicate floral pattern. The panda has expressive, curious eyes and a soft, round face. The caf\u00e9 background showcases vintage Parisian decor, with exposed brick walls, wooden tables, and chairs, and a chalkboard menu featuring French pastries. Warm, ambient lighting and the sounds of a bustling caf\u00e9 create a lively atmosphere. Medium close-up shot focusing on the panda\u2019s face and the coffee cup.",
+  "original_prompt": "A panda drinking coffee in a cafe in Paris",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/055.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3031.734214782715,
+  "excluded_context_kv_latency_ms": 785.6378860473633,
+  "wall_generation_s": 5.575205087661743,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03527668118476868,
+    "psnr": 14.52512264251709,
+    "ssim": 0.6321093440055847,
+    "lpips": 0.26780328154563904,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 26.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 12.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_056.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_056.json
new file mode 100644
index 0000000000000000000000000000000000000000..38171f230c89918046dd20f4bfbf5c0de8b6b349
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_056.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 739,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 56,
+  "prompt": "A space shuttle launching into orbit, with intense flames and thick smoke billowing out from its engines. The shuttle is seen lifting off from the launchpad, gradually ascending into the sky. The bright orange flames contrast vividly against the blue sky, creating a dramatic and awe-inspiring scene. Smoke trails behind the shuttle as it accelerates, leaving a trail of white vapor. The camera captures the entire process from a medium distance, focusing on the powerful thrust and the shuttle\u2019s journey towards space. The shot remains static, emphasizing the majesty and power of the launch.",
+  "original_prompt": "A space shuttle launching into orbit, with flames and smoke billowing out from the engines",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/056.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2449.5763338804245,
+  "excluded_context_kv_latency_ms": 784.9385299682617,
+  "wall_generation_s": 4.993043661117554,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.07807567715644836,
+    "psnr": 11.07484221458435,
+    "ssim": 0.551922619342804,
+    "lpips": 0.5102195739746094,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_057.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_057.json
new file mode 100644
index 0000000000000000000000000000000000000000..e630be9339d3a5f3745034606778e7a0417cbaf2
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_057.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 740,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 57,
+  "prompt": "A vintage steam locomotive chugging along a winding track on a mountainous terrain. The train is covered in soot, with steam billowing from its smokestack as it navigates the rugged landscape. The surrounding mountains are steep and lush, with patches of snow visible at higher elevations. The train cars sway gently as they follow the curving tracks, and the scenery outside the windows shows dense forests and rocky cliffs. The camera follows the train from a medium distance, capturing the train's movement and the dramatic backdrop.",
+  "original_prompt": "A steam train moving on a mountainside",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/057.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2445.879580974579,
+  "excluded_context_kv_latency_ms": 784.3890609741211,
+  "wall_generation_s": 4.988715171813965,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.07020708918571472,
+    "psnr": 11.536190509796143,
+    "ssim": 0.35728633403778076,
+    "lpips": 0.48064732551574707,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_058.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_058.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea19117c234a6dd858b04db5a9607901f8b06966
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_058.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 741,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 58,
+  "prompt": "A futuristic, towering giant robot standing in the neon-lit streets of Cyberpunk Beijing. The robot is sleek and metallic, with intricate cybernetic designs and glowing LED lights running along its body. It has a powerful, muscular build and stands atop a bustling street filled with holographic advertisements and futuristic vehicles. The cityscape behind it includes towering skyscrapers with illuminated windows and billowing smokestacks, creating a vibrant and dynamic urban environment. The robot's eyes are highlighted and emit a soft blue glow, adding to its imposing presence. Wide shot capturing the robot and the bustling cityscape below.",
+  "original_prompt": "A super cool giant robot in Cyberpunk Beijing",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/058.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2921.481159210205,
+  "excluded_context_kv_latency_ms": 788.5129013061523,
+  "wall_generation_s": 5.465794801712036,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.07709531486034393,
+    "psnr": 11.129720211029053,
+    "ssim": 0.3023211658000946,
+    "lpips": 0.45460501313209534,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.333333333333336
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_064.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_064.json
new file mode 100644
index 0000000000000000000000000000000000000000..8eb3266fdcaf0c06a2cdc80fea7582b4f5d6b001
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_064.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 747,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 64,
+  "prompt": "A CGI animation of Yoda, the iconic green Jedi master, playing a guitar on a stage. Yoda is dressed in his traditional Jedi robes and has a playful, focused expression as he strums the guitar strings. The stage is dimly lit with spotlights shining down on him, creating dramatic shadows. The background features a live audience with various alien species cheering him on. Yoda is sitting on a stool, leaning slightly forward, and his fingers move nimbly over the guitar. Medium close-up shot focusing on Yoda's face and hands interacting with the guitar.",
+  "original_prompt": "Yoda playing guitar on the stage",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/064.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2446.1874676942825,
+  "excluded_context_kv_latency_ms": 784.9152221679688,
+  "wall_generation_s": 4.990386486053467,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.052004214376211166,
+    "psnr": 12.839614152908325,
+    "ssim": 0.4611886143684387,
+    "lpips": 0.36694565415382385,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_068.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_068.json
new file mode 100644
index 0000000000000000000000000000000000000000..dac5524ecf324bbf7be67507472d685dc8da6347
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_068.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 751,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 68,
+  "prompt": "A slow-moving car driving down an empty street during a rainy evening. The car's headlights illuminate the wet pavement, creating reflections and puddles that ripple from passing vehicles and pedestrians. The street is desolate, with only distant streetlights casting a dim glow over the scene. The rain creates a soft mist, making the surroundings appear hazy and melancholic. The camera follows the car in a smooth tracking shot, capturing the droplets hitting the windshield and the wipers swiping across. The overall atmosphere is calm yet eerie, with a slight sense of isolation. Medium shot focusing on the car and its immediate surroundings.",
+  "original_prompt": "A car moving slowly on an empty street, rainy evening",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/068.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2437.7590746879578,
+  "excluded_context_kv_latency_ms": 781.2451782226562,
+  "wall_generation_s": 4.976562738418579,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.04613284766674042,
+    "psnr": 13.359897136688232,
+    "ssim": 0.5462674498558044,
+    "lpips": 0.4415324628353119,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_074.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_074.json
new file mode 100644
index 0000000000000000000000000000000000000000..065c60a4cae4aa286a6a643858cb3549b5c8a6d9
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_074.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 757,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 74,
+  "prompt": "A cute raccoon playing a guitar in a small boat on the vast ocean. The raccoon has fluffy gray fur, large black bandit-mask-like patches around its eyes, and expressive brown eyes. It sits comfortably in the boat, holding the guitar with both front paws and strumming the strings with its fingers, creating a playful and whimsical atmosphere. The boat gently rocks on the waves, surrounded by sparkling water and a clear blue sky with fluffy clouds. The camera captures the raccoon from a mid-shot angle, focusing on its charming interaction with the guitar.",
+  "original_prompt": "A cute raccoon playing guitar in a boat on the ocean",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/074.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2454.853504061699,
+  "excluded_context_kv_latency_ms": 787.1636199951172,
+  "wall_generation_s": 4.998576879501343,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.029073797166347504,
+    "psnr": 15.364981889724731,
+    "ssim": 0.6443378925323486,
+    "lpips": 0.2019408941268921,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_077.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_077.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6d82d60910fbb41895bf7ff7a52823de8bc3d28
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_077.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 760,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 77,
+  "prompt": "A modern art museum featuring a vibrant array of colorful abstract paintings. The walls are white, providing a stark contrast to the bright, expressive artworks hanging on them. Various artists' works are displayed, showcasing a mix of styles including geometric shapes, splashes of paint, and bold brushstrokes. Visitors move gracefully among the exhibits, admiring the diverse collection. The lighting is soft and diffused, enhancing the colors and textures of each piece. Wide shots capture the expansive gallery spaces, while close-ups highlight individual paintings. The atmosphere is serene and inviting, encouraging viewers to explore and appreciate the art.",
+  "original_prompt": "A modern art museum, with colorful paintings",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/077.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2917.530548095703,
+  "excluded_context_kv_latency_ms": 787.3929595947266,
+  "wall_generation_s": 5.464277744293213,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03999270498752594,
+    "psnr": 13.980191946029663,
+    "ssim": 0.5977171659469604,
+    "lpips": 0.2536419928073883,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.333333333333336
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_082.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_082.json
new file mode 100644
index 0000000000000000000000000000000000000000..18c007265bc9f6498d2d839ee9a44717b12ce317
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_082.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 765,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 82,
+  "prompt": "In a futuristic Tokyo rooftop set during a heavy rainstorm, a robot DJ is spinning records at a cyberpunk nightclub. The robot has sleek metallic arms and a glowing LED screen for a face, expressing intense concentration as it mixes tracks. The DJ is surrounded by neon lights and holographic displays, casting colorful reflections off the wet surroundings. The rain creates a misty atmosphere, enhancing the dystopian feel. The scene includes other robots and humans dancing under umbrellas, adding dynamic movement. Close-up shots of the DJ's hands manipulating the turntables and a wide shot capturing the lively rooftop party. Sci-fi, fantasy style.",
+  "original_prompt": "A robot DJ is playing the turntable, in heavy raining futuristic tokyo rooftop cyberpunk night, sci-fi, fantasy",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/082.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2450.9554735422134,
+  "excluded_context_kv_latency_ms": 786.7547912597656,
+  "wall_generation_s": 4.993757009506226,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.052913349121809006,
+    "psnr": 12.764347791671753,
+    "ssim": 0.452242910861969,
+    "lpips": 0.40110647678375244,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_085.json b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_085.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f4e92074ec2609840aad59f07ce4ed46b55eaf3
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/overall_consistency_085.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 768,
+  "prompt_suite": "overall_consistency",
+  "suite_index": 85,
+  "prompt": "A cute, soft teddy bear with brown fur and black button eyes is washing dishes in a kitchen sink. The teddy bear stands on its hind legs, holding a sponge in one paw and a dish in the other, scrubbing away as if it were a real person doing chores. Its fluffy body and friendly expression contrast with the domestic task, creating a whimsical scene. The kitchen is simply decorated with white tiles and a few utensils on the counter. The teddy bear's posture is upright and focused, emphasizing its involvement in the activity. Medium shot focusing on the teddy bear's actions.",
+  "original_prompt": "A teddy bear washing the dishes",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/overall_consistency/085.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2787.599169254303,
+  "excluded_context_kv_latency_ms": 787.6098556518555,
+  "wall_generation_s": 5.336472034454346,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03163665160536766,
+    "psnr": 14.998095035552979,
+    "ssim": 0.6826093196868896,
+    "lpips": 0.2560138702392578,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_008.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_008.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b9de7808a8479f8e3b17a95c633004453acee7e
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_008.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 784,
+  "prompt_suite": "scene",
+  "suite_index": 8,
+  "prompt": "A lively bar scene set during nighttime with warm, ambient lighting. The interior is decorated with dimly lit neon signs, wooden tables, and chairs, and a long polished bar counter with various bottles of alcohol neatly arranged behind it. Customers are engaged in conversations, some laughing, others quietly sipping their drinks. The bartender, a middle-aged man with a friendly smile, is attentively serving customers. The scene includes various races and ages of patrons, creating a diverse atmosphere. Medium shot capturing the bustling environment from a static perspective.",
+  "original_prompt": "bar",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/008.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2454.7608201503754,
+  "excluded_context_kv_latency_ms": 787.361213684082,
+  "wall_generation_s": 5.001322984695435,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.04493841156363487,
+    "psnr": 13.473823070526123,
+    "ssim": 0.4086945056915283,
+    "lpips": 0.4061828553676605,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_009.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_009.json
new file mode 100644
index 0000000000000000000000000000000000000000..80f744707416d19cc53b8fe6e4636bc5c19c2fab
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_009.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 785,
+  "prompt_suite": "scene",
+  "suite_index": 9,
+  "prompt": "A serene countryside barn at sunset, surrounded by lush green fields and tall golden wheat stalks swaying gently in the breeze. The barn has a rustic wooden exterior with a red roof and white trim, showcasing classic American farm architecture. The scene includes a few old farming tools leaning against the side of the barn. Soft sunlight filters through the clouds, casting a warm glow over the entire area. The background features rolling hills and distant trees. Static medium shot capturing the peaceful ambiance of the barn.",
+  "original_prompt": "barn",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/009.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2916.9859886169434,
+  "excluded_context_kv_latency_ms": 793.0375289916992,
+  "wall_generation_s": 5.471062421798706,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.010678418911993504,
+    "psnr": 19.714930057525635,
+    "ssim": 0.6119469404220581,
+    "lpips": 0.2142246812582016,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_011.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_011.json
new file mode 100644
index 0000000000000000000000000000000000000000..7780c2bbf3daf7c442b9facf406b6a50add5265c
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_011.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 787,
+  "prompt_suite": "scene",
+  "suite_index": 11,
+  "prompt": "A serene beach scene in vibrant, high-definition cinematography. The video captures the vast expanse of golden sand stretching towards the horizon, with gentle waves lapping at the shore. Palm trees sway gently in the breeze, their leaves rustling softly. Seagulls fly overhead, occasionally diving down to the water. The sun is setting, casting a warm, orange glow over the beach and reflecting off the calm sea. In the foreground, a lone figure walks along the shoreline, kicking up sand with each step. The background showcases a stunning array of pastel hues as the sky transitions from bright blue to shades of pink and purple. Wide shot, static camera capturing the panoramic beauty of the beach during sunset.",
+  "original_prompt": "beach",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/011.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2448.0453312397003,
+  "excluded_context_kv_latency_ms": 784.4268569946289,
+  "wall_generation_s": 4.9928882122039795,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.02800889126956463,
+    "psnr": 15.527040958404541,
+    "ssim": 0.6579346656799316,
+    "lpips": 0.36545127630233765,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_012.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_012.json
new file mode 100644
index 0000000000000000000000000000000000000000..df30b5eac67943a344d22cd953a394ffb9eabe28
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_012.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 788,
+  "prompt_suite": "scene",
+  "suite_index": 12,
+  "prompt": "A cozy bedroom designed in a modern Scandinavian style. The room is softly lit with warm, ambient lighting from a bedside lamp. The walls are painted a calming light blue, and there is a plush, full-sized bed with a white duvet cover and soft pillows. A wooden nightstand holds the lamp and a small vase of fresh flowers. On the opposite wall, there is a large window with sheer curtains, allowing natural light to stream in during the day. The floor is covered with a soft, beige carpet. The scene is a medium shot, capturing the essence of a serene sleeping space.",
+  "original_prompt": "bedroom",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/012.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2917.312286376953,
+  "excluded_context_kv_latency_ms": 786.0463409423828,
+  "wall_generation_s": 5.459683656692505,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.004425953142344952,
+    "psnr": 23.539931774139404,
+    "ssim": 0.7986466288566589,
+    "lpips": 0.10368328541517258,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.666666666666668
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_016.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_016.json
new file mode 100644
index 0000000000000000000000000000000000000000..94353b0d520b65c2e34367c131acb3e008f52de2
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_016.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 792,
+  "prompt_suite": "scene",
+  "suite_index": 16,
+  "prompt": "A serene campsite nestled in a dense forest at sunset. The scene includes several tents pitched around a central campfire, where a group of diverse friends gather, laughing and sharing stories. The tents are brightly colored and varied in design, with camping gear scattered nearby. The sky is painted with warm hues of orange and pink, casting a gentle glow over the campsite. The ground is covered with soft green grass and fallen leaves. The atmosphere is cozy and inviting, capturing the essence of a perfect camping experience. Medium shot, static view.",
+  "original_prompt": "campsite",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/016.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2901.4054260253906,
+  "excluded_context_kv_latency_ms": 788.5810165405273,
+  "wall_generation_s": 5.451233386993408,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.04309365153312683,
+    "psnr": 13.655867576599121,
+    "ssim": 0.46228983998298645,
+    "lpips": 0.3201986849308014,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.33333333333333,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_025.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_025.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e2e52f91a8d9364e379fb934b2583903fb3da8c
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_025.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 801,
+  "prompt_suite": "scene",
+  "suite_index": 25,
+  "prompt": "A long, dimly lit corridor in a gothic-style building, with high ceilings and arched windows letting in soft, diffused sunlight. The walls are lined with ornate wooden panels and old oil paintings in gold frames. The floor is covered in worn-out marble tiles, and there are flickering sconces providing additional lighting along the sides. Shadows dance across the walls as the camera slowly pans down the corridor, revealing various doorways leading to unknown rooms. The atmosphere is eerie yet intriguing, inviting viewers to explore further. Static shot, medium distance.",
+  "original_prompt": "corridor",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/025.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2571.5907031297684,
+  "excluded_context_kv_latency_ms": 785.604621887207,
+  "wall_generation_s": 5.116434097290039,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03164581209421158,
+    "psnr": 14.996837377548218,
+    "ssim": 0.47893667221069336,
+    "lpips": 0.3351464569568634,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.999999999999999
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_040.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_040.json
new file mode 100644
index 0000000000000000000000000000000000000000..647045245c77d26a6bbc12613cdd5ab7aaa22c17
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_040.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 816,
+  "prompt_suite": "scene",
+  "suite_index": 40,
+  "prompt": "A serene highway scene during sunset, featuring multiple lanes of cars moving smoothly in opposite directions. The road stretches far into the distance, merging with the horizon. The sky is painted with vibrant hues of orange and pink, casting warm shadows on the asphalt. Tall trees line the sides of the highway, their silhouettes standing against the colorful backdrop. The camera captures the vastness of the scene from a high angle, focusing on the continuous flow of vehicles. The overall atmosphere is calm and reflective, with a soft glow illuminating the surroundings. Wide shot, static scene.",
+  "original_prompt": "highway",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/040.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2457.311121940613,
+  "excluded_context_kv_latency_ms": 787.7499771118164,
+  "wall_generation_s": 5.005279302597046,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.01232340931892395,
+    "psnr": 19.09269094467163,
+    "ssim": 0.7263815999031067,
+    "lpips": 0.2485625445842743,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_041.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_041.json
new file mode 100644
index 0000000000000000000000000000000000000000..08ed1e9f4ed9592462e31888f37be1662293c67f
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_041.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 817,
+  "prompt_suite": "scene",
+  "suite_index": 41,
+  "prompt": "A realistic hospital scene set in a modern facility. The room is spacious with clean, white walls and floors. Multiple hospital beds are arranged neatly, each with a patient lying quietly. Medical equipment such as heart monitors and IV stands are visible beside each bed. Nurses in crisp white uniforms move purposefully between the beds, checking on patients and making notes. The lighting is soft and warm, creating a comforting atmosphere. Static wide shot capturing the entire room.",
+  "original_prompt": "hospital",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/041.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2911.2820892333984,
+  "excluded_context_kv_latency_ms": 783.1148300170898,
+  "wall_generation_s": 5.452383995056152,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.01857125014066696,
+    "psnr": 17.311588525772095,
+    "ssim": 0.6724395155906677,
+    "lpips": 0.29170188307762146,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_042.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_042.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d0afdc3c38664ebf1f03370c500bc28d08646f6
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_042.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 818,
+  "prompt_suite": "scene",
+  "suite_index": 42,
+  "prompt": "A cozy, suburban house with a well-maintained garden in front, featuring a picket fence and colorful flowers. The house has a white exterior with green shutters and a red roof. A small pathway leads up to the front door, which is adorned with a brass knocker. In the background, there are a few trees and a blue sky with fluffy clouds. The scene is calm and serene, capturing the essence of a peaceful home environment. Medium shot focusing on the front facade of the house.",
+  "original_prompt": "house",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/042.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2914.651538848877,
+  "excluded_context_kv_latency_ms": 784.7428894042969,
+  "wall_generation_s": 5.45672607421875,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03249775618314743,
+    "psnr": 14.881466627120972,
+    "ssim": 0.4863547384738922,
+    "lpips": 0.23407839238643646,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.333333333333332
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_043.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_043.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1aaa4017c607b494e69b8e0a62a3d0c400d6f83
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_043.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 819,
+  "prompt_suite": "scene",
+  "suite_index": 43,
+  "prompt": "A large iceberg floating in the icy Arctic Ocean under a clear blue sky. The iceberg is massive, with jagged edges and smooth surfaces, showing various shades of blue and white due to compressed snow and ice. It has several crevices and cracks visible, adding to its dramatic appearance. The water around the iceberg is calm, reflecting the pristine beauty of the surrounding landscape. The camera captures the iceberg from a medium distance, providing a panoramic view of its towering presence amidst the vast ocean. Static scene, no camera movement.",
+  "original_prompt": "iceberg",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/043.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2452.1186208724976,
+  "excluded_context_kv_latency_ms": 785.1113891601562,
+  "wall_generation_s": 4.996558427810669,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.01729900762438774,
+    "psnr": 17.619788646697998,
+    "ssim": 0.6968958377838135,
+    "lpips": 0.23433935642242432,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_044.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_044.json
new file mode 100644
index 0000000000000000000000000000000000000000..8342ebcaf825cf3c646b35e1ebb6f71965f6917b
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_044.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 820,
+  "prompt_suite": "scene",
+  "suite_index": 44,
+  "prompt": "A bustling industrial area at sunset, featuring tall smokestacks emitting wisps of smoke into the dusky sky. The scene includes several large factories with their characteristic brick and steel structures, conveyor belts moving goods, and workers in orange safety vests operating machinery. The ground is covered with gravel and puddles reflecting the fading sunlight. A lone crane stands idle amidst the activity, casting long shadows across the landscape. The overall atmosphere is one of productivity and industry under the warm glow of the setting sun. Wide shot, static scene capturing the expansive area.",
+  "original_prompt": "industrial area",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/044.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2842.3129653930664,
+  "excluded_context_kv_latency_ms": 784.6825408935547,
+  "wall_generation_s": 5.388228416442871,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.030489003285765648,
+    "psnr": 15.158567428588867,
+    "ssim": 0.6428412795066833,
+    "lpips": 0.31715288758277893,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_045.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_045.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c90a6229f04782e2fbb2bb75c62289f50f485d2
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_045.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 821,
+  "prompt_suite": "scene",
+  "suite_index": 45,
+  "prompt": "A gritty, realistic depiction of a jail cell. The cell is small and cramped, with concrete walls and a steel door with a barred window. Inside, a single bunk bed is pushed against one wall, covered with a thin blanket. A small metal desk with a stool sits near the other wall. The floor is bare concrete. In the center of the cell, a prisoner stands with their back to the camera, looking over their shoulder, with a somber expression. They are dressed in standard prison issue clothing, a dull grey jumpsuit. The lighting is dim and harsh, casting deep shadows. Static medium shot.",
+  "original_prompt": "jail cell",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/045.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2917.6478576660156,
+  "excluded_context_kv_latency_ms": 784.8583145141602,
+  "wall_generation_s": 5.456795692443848,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.01755276881158352,
+    "psnr": 17.556543350219727,
+    "ssim": 0.5828604102134705,
+    "lpips": 0.2627464830875397,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.666666666666668
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_046.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_046.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1e05dfdc93a6c1b959a0bc813c4fc111830ff88
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_046.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 822,
+  "prompt_suite": "scene",
+  "suite_index": 46,
+  "prompt": "A wide-shot view of a bustling junkyard under a bright, sunny day. The scene is filled with various discarded items such as old cars, rusted machinery, and scattered tools. In the foreground, a worker in a blue overalls and a safety helmet is sorting through scrap metal with a large magnet attached to a crane. The background shows a towering pile of junked vehicles and industrial waste, with a dilapidated fence running along the perimeter. The atmosphere is gritty and industrious, capturing the essence of a chaotic yet organized junkyard environment.",
+  "original_prompt": "junkyard",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/046.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2905.027488708496,
+  "excluded_context_kv_latency_ms": 791.0177307128906,
+  "wall_generation_s": 5.457181930541992,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.06098930910229683,
+    "psnr": 12.147462368011475,
+    "ssim": 0.4090392589569092,
+    "lpips": 0.3700037896633148,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.999999999999996,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_047.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_047.json
new file mode 100644
index 0000000000000000000000000000000000000000..aff9b718df52d00650abb335ad1184e206d92f6f
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_047.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 823,
+  "prompt_suite": "scene",
+  "suite_index": 47,
+  "prompt": "A cozy, modern kitchen with warm wooden cabinets and stainless steel appliances. The countertops are clutter-free, but there are a few utensils hanging from a rack above. A large window lets in natural light, casting shadows across the room. In the background, a small dining table is set for two, with plates and glasses arranged neatly. The floor is covered in light-colored tiles, and there are plants in the corners adding a touch of greenery. The scene is static, focusing on the kitchen's inviting atmosphere. Medium shot capturing the full length of the kitchen.",
+  "original_prompt": "kitchen",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/047.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2988.7818641662598,
+  "excluded_context_kv_latency_ms": 789.1018829345703,
+  "wall_generation_s": 5.535345554351807,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.02400030940771103,
+    "psnr": 16.197831630706787,
+    "ssim": 0.5576109886169434,
+    "lpips": 0.27441710233688354,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 25.666666666666668,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 11.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_048.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_048.json
new file mode 100644
index 0000000000000000000000000000000000000000..83bd4de54e9a4fcbc0f4b6ad250e2818f6b083dd
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_048.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 824,
+  "prompt_suite": "scene",
+  "suite_index": 48,
+  "prompt": "An indoor library scene in a warm and inviting atmosphere. The room is filled with tall wooden bookshelves reaching up to the ceiling, overflowing with books of various sizes and colors. Soft ambient lighting from antique lamps creates a cozy ambiance. A large wooden desk sits near a window, covered with a few scattered books, a quill pen, and a candle. The walls are adorned with vintage posters and framed prints. In the center of the room, a comfortable reading nook with plush armchairs and a small table invites visitors to relax and read. The floor is carpeted with a rich, deep brown rug. Static wide shot capturing the entire library interior.",
+  "original_prompt": "indoor library",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/048.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2945.91805267334,
+  "excluded_context_kv_latency_ms": 788.2005157470703,
+  "wall_generation_s": 5.493214130401611,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.026387633755803108,
+    "psnr": 15.785995721817017,
+    "ssim": 0.4825844466686249,
+    "lpips": 0.29452189803123474,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.999999999999996,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 11.000000000000002
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_049.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_049.json
new file mode 100644
index 0000000000000000000000000000000000000000..bae9e1812de540877dac9a9d550e73325ab3433b
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_049.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 825,
+  "prompt_suite": "scene",
+  "suite_index": 49,
+  "prompt": "A vintage black-and-white film style, panoramic view of a lighthouse standing tall against a stormy sea at sunset. The lighthouse is surrounded by rocky cliffs, with waves crashing against the shore. The sky is filled with dark clouds and streaks of orange and purple, creating a dramatic atmosphere. The lighthouse emits a bright beam of light that cuts through the storm, guiding ships safely through the treacherous waters. Wide shot, capturing the grandeur and power of nature.",
+  "original_prompt": "lighthouse",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/049.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2907.2754516601562,
+  "excluded_context_kv_latency_ms": 783.8133773803711,
+  "wall_generation_s": 5.4513020515441895,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03312820568680763,
+    "psnr": 14.79802131652832,
+    "ssim": 0.5701477527618408,
+    "lpips": 0.3426032066345215,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_050.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_050.json
new file mode 100644
index 0000000000000000000000000000000000000000..c69d2921e7fe8713d5644babbdd3412f5f1282a0
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_050.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 826,
+  "prompt_suite": "scene",
+  "suite_index": 50,
+  "prompt": "A high-tech laboratory setting with sleek, modern equipment and monitors displaying complex data. In the center of the room, a scientist in a white lab coat and safety goggles is conducting an experiment, carefully mixing chemicals in a beaker. The scientist has short curly hair and is focused intently on the task. Various test tubes, microscopes, and other scientific tools are arranged neatly on workbenches around the room. The background shows rows of glass cabinets filled with vials and samples. The lighting is bright and clinical, casting sharp shadows. Medium shot capturing the dynamic interaction between the scientist and the equipment.",
+  "original_prompt": "laboratory",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/050.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3133.636672973633,
+  "excluded_context_kv_latency_ms": 785.1151275634766,
+  "wall_generation_s": 5.6768639087677,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.037620726972818375,
+    "psnr": 14.245728254318237,
+    "ssim": 0.48767298460006714,
+    "lpips": 0.34128573536872864,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 27.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 13.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_051.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_051.json
new file mode 100644
index 0000000000000000000000000000000000000000..9861723fb12b4c5f43407c0489bdaf8d1f3bc8ed
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_051.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 827,
+  "prompt_suite": "scene",
+  "suite_index": 51,
+  "prompt": "A grand Victorian mansion at sunset, with tall turrets and intricate stone carvings. The exterior is covered in lush ivy, giving it a mysterious and timeless feel. The sky is painted with warm oranges and purples, casting long shadows across the cobblestone driveway. The front door is slightly ajar, and the windows are dimly lit, hinting at life inside. The scene is bathed in a soft, golden glow, emphasizing the elegance and history of the mansion. Wide shot, static scene.",
+  "original_prompt": "mansion",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/051.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3006.586738586426,
+  "excluded_context_kv_latency_ms": 785.9245986938477,
+  "wall_generation_s": 5.552109003067017,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.02574707195162773,
+    "psnr": 15.89272141456604,
+    "ssim": 0.49915289878845215,
+    "lpips": 0.302781879901886,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 25.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 11.666666666666668
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_052.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_052.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e0c2cb1d784bc05462d50057dc2b0ba1b02529b
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_052.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 828,
+  "prompt_suite": "scene",
+  "suite_index": 52,
+  "prompt": "A serene, misty morning in a vast marshland. The sun begins to rise, casting a warm golden glow over the landscape. Reeds sway gently in the breeze, creating a soft rustling sound. A family of ducks swims gracefully across the water, their reflections shimmering on the calm surface. Frogs jump from lily pad to lily pad, while dragonflies hover over the marsh grass. In the background, tall trees border the marsh, their branches silhouetted against the sky. The scene is captured in a wide shot, showcasing the expansive beauty of the marsh at dawn.",
+  "original_prompt": "marsh",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/052.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2511.6153947114944,
+  "excluded_context_kv_latency_ms": 784.6098480224609,
+  "wall_generation_s": 5.053360939025879,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.025557011365890503,
+    "psnr": 15.924899578094482,
+    "ssim": 0.587057888507843,
+    "lpips": 0.30636468529701233,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.666666666666668,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_053.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_053.json
new file mode 100644
index 0000000000000000000000000000000000000000..6bff849ffa14fb415db5cc1906178b0372b7c4b7
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_053.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 829,
+  "prompt_suite": "scene",
+  "suite_index": 53,
+  "prompt": "A serene, panoramic view of majestic mountains under a clear blue sky. The mountains have snow-capped peaks and rugged terrain covered in lush green forests and rocky cliffs. Soft shadows cast by the sun create a dynamic interplay of light and shadow across the slopes. In the distance, wispy clouds drift lazily across the horizon. The scene is captured in a sweeping wide shot, emphasizing the vastness and beauty of the mountain range.",
+  "original_prompt": "mountain",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/053.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2606.9372836351395,
+  "excluded_context_kv_latency_ms": 789.9631652832031,
+  "wall_generation_s": 5.153252363204956,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.036414455622434616,
+    "psnr": 14.387261867523193,
+    "ssim": 0.5724125504493713,
+    "lpips": 0.34260252118110657,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.999999999999999
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_054.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_054.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd92b98b93debdb68a26837a56dbfb4742f6946e
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_054.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 830,
+  "prompt_suite": "scene",
+  "suite_index": 54,
+  "prompt": "An indoor movie theater setting with rows of seats facing a large screen. The space is dimly lit with spotlights highlighting the popcorn stands and ticket counters. Comfortable leather seats are arranged in neat rows, each with cup holders. The walls are adorned with classic movie posters and the air carries a faint scent of butter and popcorn. In the foreground, a couple is settling into their seats, while in the background, people are walking up and down the aisles. The scene is captured in a medium-wide shot, focusing on the atmosphere and details of the theater interior.",
+  "original_prompt": "indoor movie theater",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/054.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2726.2713290452957,
+  "excluded_context_kv_latency_ms": 786.4142608642578,
+  "wall_generation_s": 5.272554397583008,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.026139594614505768,
+    "psnr": 15.827012062072754,
+    "ssim": 0.551228404045105,
+    "lpips": 0.29780113697052,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_055.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_055.json
new file mode 100644
index 0000000000000000000000000000000000000000..71576767efe121c17083a6bae5a837b43e01ebf8
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_055.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 831,
+  "prompt_suite": "scene",
+  "suite_index": 55,
+  "prompt": "An indoor museum setting, featuring tall glass display cases filled with ancient artifacts such as pottery, sculptures, and jewelry. The lighting is soft and warm, casting gentle shadows on the polished wooden floors. Visitors walk quietly through the space, admiring the exhibits. In the background, there are grand columns and detailed ceiling frescoes adding to the historical ambiance. The scene is captured in a medium shot, with a static camera focusing on the interaction between visitors and exhibits.",
+  "original_prompt": "indoor museum",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/055.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2923.138298034668,
+  "excluded_context_kv_latency_ms": 782.0825881958008,
+  "wall_generation_s": 5.461716651916504,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.02807118371129036,
+    "psnr": 15.5173921585083,
+    "ssim": 0.4922357201576233,
+    "lpips": 0.29921403527259827,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.999999999999996,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 11.000000000000002
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_056.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_056.json
new file mode 100644
index 0000000000000000000000000000000000000000..891558df4ed1aea4fb28f2b5762ce435417ce4e8
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_056.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 832,
+  "prompt_suite": "scene",
+  "suite_index": 56,
+  "prompt": "A professional music studio setup with modern equipment. The room is filled with large glass windows allowing natural light to stream in, creating a bright and inviting atmosphere. The central focus is a recording booth with soundproof walls, featuring a comfortable chair, microphone stand, and various musical instruments including a guitar and keyboard. Outside the booth, there are mixing desks, monitors, and speakers arranged neatly. A producer sits at the mixing desk, focused intently on the controls, while an artist stands near the microphone, singing passionately. The background shows shelves filled with vinyl records, CDs, and sheet music. Medium shot capturing the interaction between the producer and the artist.",
+  "original_prompt": "music studio",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/056.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2955.214370727539,
+  "excluded_context_kv_latency_ms": 790.3610534667969,
+  "wall_generation_s": 5.506795644760132,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.06059185788035393,
+    "psnr": 12.175856828689575,
+    "ssim": 0.4045957326889038,
+    "lpips": 0.3726717531681061,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.999999999999996,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 11.000000000000002
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_057.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_057.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f3b1cb91894e925bbfdf6bd5121b98b664b2cf7
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_057.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 833,
+  "prompt_suite": "scene",
+  "suite_index": 57,
+  "prompt": "A cozy nursery designed in pastel colors with soft lighting. The room features a white wooden crib with a light blue blanket and a plush teddy bear inside. A changing table adorned with colorful baby clothes and a mobile hanging above, displaying animated baby toys that gently spin. Soft pastel wallpaper with playful cloud and star patterns covers the walls. A small rocking chair with a pink cushion sits near the window, where sunlight filters through sheer curtains. The floor is covered with a fluffy, light yellow carpet. The nursery is warm and inviting, capturing a serene atmosphere suitable for a newborn. Medium close-up view focusing on the crib and the surrounding area.",
+  "original_prompt": "nursery",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/057.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2914.290946960449,
+  "excluded_context_kv_latency_ms": 783.6737594604492,
+  "wall_generation_s": 5.452991008758545,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.009646127931773663,
+    "psnr": 20.156469345092773,
+    "ssim": 0.6717954277992249,
+    "lpips": 0.25528740882873535,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.666666666666668
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_058.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_058.json
new file mode 100644
index 0000000000000000000000000000000000000000..234c7b2671623175d9dcccc57a6397facfecef8c
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_058.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 834,
+  "prompt_suite": "scene",
+  "suite_index": 58,
+  "prompt": "A serene ocean vista captured in a sweeping landscape shot, showcasing vast expanses of shimmering blue water meeting the horizon. The surface of the ocean gently ripples under the soft caress of a breeze, with occasional waves breaking softly along the shore. The sky above is a gradient of pastel hues, transitioning from a clear azure at the zenith to a warm orange-pink near the horizon as the sun sets. Seagulls glide gracefully over the waves, adding a sense of tranquility to the scene. Wide shot, static scene.",
+  "original_prompt": "ocean",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/058.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2449.865158557892,
+  "excluded_context_kv_latency_ms": 786.4039916992188,
+  "wall_generation_s": 4.996340036392212,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.021014343947172165,
+    "psnr": 16.77484154701233,
+    "ssim": 0.7224279642105103,
+    "lpips": 0.22498588263988495,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_059.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_059.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f7d8611cf30811aee5875d46b36b84e38d44f18
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_059.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 835,
+  "prompt_suite": "scene",
+  "suite_index": 59,
+  "prompt": "A modern office environment with employees engaged in their daily tasks. The room features large windows allowing natural light to pour in, creating a bright and airy atmosphere. Employees are sitting at cubicles equipped with computers, taking notes, and talking on phones. A few individuals are standing near a meeting table discussing project plans. The space is decorated with motivational posters and green plants, adding a touch of vibrancy. The background includes rows of desks, filing cabinets, and a water cooler. The scene captures a typical morning workflow in a bustling office setting. Medium shot capturing the entire office layout.",
+  "original_prompt": "office",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/059.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3123.221122741699,
+  "excluded_context_kv_latency_ms": 785.2929840087891,
+  "wall_generation_s": 5.666085243225098,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.08011703938245773,
+    "psnr": 10.962750911712646,
+    "ssim": 0.4159547686576843,
+    "lpips": 0.46383461356163025,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 27.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 13.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_060.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_060.json
new file mode 100644
index 0000000000000000000000000000000000000000..186aacfcb37ab1d13067271ef302363674a3fa4c
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_060.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 836,
+  "prompt_suite": "scene",
+  "suite_index": 60,
+  "prompt": "A grand palace set against a backdrop of lush gardens and rolling hills. The palace features intricate Gothic architecture with towering spires, ornate balconies, and expansive windows. The exterior is adorned with detailed sculptures and frescoes depicting historical events and mythical creatures. A large courtyard with a fountain at its center is visible, surrounded by well-manicured lawns and flower beds. The scene captures the essence of a majestic royal residence. Wide shot, static scene.",
+  "original_prompt": "palace",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/060.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3040.7514114379883,
+  "excluded_context_kv_latency_ms": 788.9490585327148,
+  "wall_generation_s": 5.591761589050293,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03724558651447296,
+    "psnr": 14.289251565933228,
+    "ssim": 0.43903571367263794,
+    "lpips": 0.23979446291923523,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 26.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 12.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_061.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_061.json
new file mode 100644
index 0000000000000000000000000000000000000000..36768d6efe1a6f70fdf43210fe2bf479204bdf66
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_061.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 837,
+  "prompt_suite": "scene",
+  "suite_index": 61,
+  "prompt": "A wide-angle view of a bustling parking lot during a sunny afternoon. The scene includes multiple rows of neatly parked cars, various makes and models, with people walking between them. A few individuals are getting into their vehicles, while others are locking their car doors and heading towards nearby buildings. The ground is covered with asphalt, and there are visible lines and signs guiding the traffic flow. The background features tall office buildings and trees lining the edges of the lot. The video captures the dynamic activity and movement within the parking lot. Wide shot.",
+  "original_prompt": "parking lot",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/061.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2913.85050201416,
+  "excluded_context_kv_latency_ms": 789.1349105834961,
+  "wall_generation_s": 5.4601194858551025,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.058438241481781006,
+    "psnr": 12.333028316497803,
+    "ssim": 0.4094011187553406,
+    "lpips": 0.41359636187553406,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.333333333333332
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_062.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_062.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c8e727abb4f37973913fe78a16eead95a1767a3
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_062.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 838,
+  "prompt_suite": "scene",
+  "suite_index": 62,
+  "prompt": "A realistic, modern pharmacy interior with various shelves filled with medicines, vitamins, and health products. A pharmacist in a white lab coat and glasses stands behind the counter, attentively filling a prescription. Customers browse the aisles, holding shopping baskets. Natural daylight streams through large windows, casting soft shadows across the clean, organized space. The counter displays a variety of colorful pill bottles and informational pamphlets. Wide shot capturing the bustling atmosphere of the pharmacy.",
+  "original_prompt": "pharmacy",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/062.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2902.3628997802734,
+  "excluded_context_kv_latency_ms": 794.9114837646484,
+  "wall_generation_s": 5.460115909576416,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.06487275660037994,
+    "psnr": 11.87937617301941,
+    "ssim": 0.506975531578064,
+    "lpips": 0.3921327590942383,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.666666666666668,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.666666666666668
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_063.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_063.json
new file mode 100644
index 0000000000000000000000000000000000000000..4cacbe01116d3269631424aaf0bd40f752ae8418
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_063.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 839,
+  "prompt_suite": "scene",
+  "suite_index": 63,
+  "prompt": "A vintage phone booth in a quiet suburban street, set against a backdrop of neatly trimmed hedges and small houses. The phone booth has a classic red exterior with a glass door and a traditional payphone inside. The booth is slightly weathered, with small cracks and peeling paint, giving it an authentic, nostalgic feel. A person, wearing a casual outfit, stands outside the booth, looking at their smartphone, while another figure walks by in the background. The scene is captured in a medium shot, emphasizing the booth and the surrounding environment. The camera remains static, capturing the serene atmosphere of the neighborhood.",
+  "original_prompt": "phone booth",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/063.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2865.755828857422,
+  "excluded_context_kv_latency_ms": 781.0761260986328,
+  "wall_generation_s": 5.403362035751343,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.0437319241464138,
+    "psnr": 13.59201431274414,
+    "ssim": 0.5482038259506226,
+    "lpips": 0.32842811942100525,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.33333333333333,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_064.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_064.json
new file mode 100644
index 0000000000000000000000000000000000000000..642a64211e68d7ffb0806971a9a7012df7cd277d
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_064.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 840,
+  "prompt_suite": "scene",
+  "suite_index": 64,
+  "prompt": "A high-speed raceway at sunset, featuring sleek, modern racing cars zooming around the track. The cars have vibrant colors and aerodynamic designs, reflecting sunlight as they move. Spectators are cheering from grandstands, waving flags. The track is surrounded by lush greenery and tall fences. The sky is painted with warm hues of orange and pink. Wide shot capturing the entire raceway, with a focus on the dynamic movement of the cars.",
+  "original_prompt": "raceway",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/064.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2458.8443565368652,
+  "excluded_context_kv_latency_ms": 788.957763671875,
+  "wall_generation_s": 5.006999492645264,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.043113332241773605,
+    "psnr": 13.653883934020996,
+    "ssim": 0.5807185173034668,
+    "lpips": 0.3786228597164154,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_065.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_065.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f5e1d9becc7452bff5570d90f96fd75a8350ccf
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_065.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 841,
+  "prompt_suite": "scene",
+  "suite_index": 65,
+  "prompt": "A cozy, rustic Italian restaurant interior during the evening. The space is warmly lit with soft ambient lighting and vintage chandeliers hanging from the ceiling. The walls are adorned with wooden paneling and framed artwork depicting scenic landscapes. Tables are set with crisp white tablecloths, elegant silverware, and delicate glassware. Patrons are engaged in conversation, enjoying their meals. The kitchen is bustling with chefs preparing dishes, steam rising from pots and pans. Warm, inviting atmosphere with a focus on authentic cuisine. Wide shot capturing the entire restaurant interior.",
+  "original_prompt": "restaurant",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/065.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2906.563430786133,
+  "excluded_context_kv_latency_ms": 782.1815719604492,
+  "wall_generation_s": 5.446972608566284,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.030553191900253296,
+    "psnr": 15.149433612823486,
+    "ssim": 0.4936468005180359,
+    "lpips": 0.31988537311553955,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.666666666666668
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_066.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_066.json
new file mode 100644
index 0000000000000000000000000000000000000000..82ffbc60659d263aee2b6af46268ab531b3d167f
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_066.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 842,
+  "prompt_suite": "scene",
+  "suite_index": 66,
+  "prompt": "A serene river flowing through a lush green landscape, surrounded by tall grass and wildflowers. The water is clear and calm, reflecting the vibrant blue sky above. In the distance, a few trees sway gently in the breeze. The riverbank is lined with smooth stones and small patches of moss. The scene captures the tranquility and beauty of nature, with a focus on the gentle flow of the river. Wide shot, static scene, capturing the peacefulness of the environment.",
+  "original_prompt": "river",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/066.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2452.580549955368,
+  "excluded_context_kv_latency_ms": 785.7160873413086,
+  "wall_generation_s": 4.996568441390991,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.021963976323604584,
+    "psnr": 16.58289074897766,
+    "ssim": 0.6025949120521545,
+    "lpips": 0.2382313758134842,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_067.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_067.json
new file mode 100644
index 0000000000000000000000000000000000000000..258835b7dd6e92bd56986bf7a0d706fb96c90bed
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_067.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 843,
+  "prompt_suite": "scene",
+  "suite_index": 67,
+  "prompt": "A vibrant science museum interior, featuring interactive exhibits and educational displays. The space is bright and modern, with sleek glass cases showcasing various scientific instruments and models. Visitors, including children and adults, are engaged in experiments and discussions, demonstrating curiosity and excitement. The environment is filled with informative posters, diagrams, and digital screens providing educational content. The camera captures the bustling atmosphere from a wide angle, emphasizing the dynamic interactions between visitors and exhibits.",
+  "original_prompt": "science museum",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/067.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2910.495746612549,
+  "excluded_context_kv_latency_ms": 785.9996490478516,
+  "wall_generation_s": 5.456298589706421,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.059154193848371506,
+    "psnr": 12.280144691467285,
+    "ssim": 0.41137197613716125,
+    "lpips": 0.414748877286911,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.000000000000002
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_068.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_068.json
new file mode 100644
index 0000000000000000000000000000000000000000..73cf28388f5cd881d8ada7a616998c1f7ed9c5af
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_068.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 844,
+  "prompt_suite": "scene",
+  "suite_index": 68,
+  "prompt": "A realistic, cinematic scene of someone taking a shower in a modern bathroom. The person, a young adult with wet hair and soap suds on their body, is standing under the warm water from the showerhead. They are gently scrubbing their skin with a loofah sponge. The shower curtain is partially drawn, creating a sense of privacy. Steam rises from the tiles and mirror, indicating the warmth and humidity of the room. The scene captures the serene and relaxing atmosphere of a morning shower. Medium close-up shot focusing on the person's face and upper body.",
+  "original_prompt": "shower",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/068.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2968.825267791748,
+  "excluded_context_kv_latency_ms": 783.8880767822266,
+  "wall_generation_s": 5.512157917022705,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.028918413445353508,
+    "psnr": 15.38825511932373,
+    "ssim": 0.6009100079536438,
+    "lpips": 0.36138641834259033,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 25.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 11.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_069.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_069.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba05e73f39bdbd84326b598ed896fde1f16dda95
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_069.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 845,
+  "prompt_suite": "scene",
+  "suite_index": 69,
+  "prompt": "A scenic winter landscape featuring a steep ski slope covered in fresh snow under a clear blue sky. Several skiers and snowboarders are gliding down the slope, their bodies leaning forward and poles extended. Trees line the edges of the slope, their branches heavy with snow. The background showcases a range of snowy mountains. The camera captures a wide shot from a high angle, emphasizing the slope's incline and the serene winter atmosphere.",
+  "original_prompt": "ski slope",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/069.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2528.664683699608,
+  "excluded_context_kv_latency_ms": 788.2180633544922,
+  "wall_generation_s": 5.073138475418091,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.06441948562860489,
+    "psnr": 11.90982699394226,
+    "ssim": 0.5216772556304932,
+    "lpips": 0.3660159707069397,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.666666666666668,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_070.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_070.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2cb4939b1e816966aef9f2019263e5a48bffd7f
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_070.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 846,
+  "prompt_suite": "scene",
+  "suite_index": 70,
+  "prompt": "A serene, expansive sky at sunset, transitioning from vibrant oranges and pinks to deep purples and blues. Wispy clouds drift lazily across the canvas, casting soft shadows as the sun begins to set behind them. The sky gradually darkens, stars starting to twinkle faintly in the distance. A wide-angle shot capturing the vastness of the sky, with no visible horizon to emphasize the boundless nature of the heavens.",
+  "original_prompt": "sky",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/070.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2689.867398738861,
+  "excluded_context_kv_latency_ms": 792.5728073120117,
+  "wall_generation_s": 5.245662450790405,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.010473471134901047,
+    "psnr": 19.799093008041382,
+    "ssim": 0.6963579058647156,
+    "lpips": 0.2858060598373413,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.333333333333332
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_071.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_071.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e7854825bd731539460c36c441fcb8428200618
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_071.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 847,
+  "prompt_suite": "scene",
+  "suite_index": 71,
+  "prompt": "A panoramic view of a towering skyscraper at sunset, showcasing its sleek glass facade and modern architecture. The building stands majestically against a backdrop of orange and pink hues, with city lights beginning to twinkle below. The camera starts from a wide shot, gradually zooming in to capture reflections on the skyscraper's windows as evening traffic flows beneath. The scene emphasizes the verticality and grandeur of the structure, highlighting its presence in the urban skyline. Wide shot transitioning to medium close-up.",
+  "original_prompt": "skyscraper",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/071.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2506.378459095955,
+  "excluded_context_kv_latency_ms": 783.7826614379883,
+  "wall_generation_s": 5.047820091247559,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.020927051082253456,
+    "psnr": 16.792919635772705,
+    "ssim": 0.5866015553474426,
+    "lpips": 0.28351178765296936,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.666666666666668,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_072.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_072.json
new file mode 100644
index 0000000000000000000000000000000000000000..08d99660f3df7ef23a7374df26fe073823985cbf
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_072.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 848,
+  "prompt_suite": "scene",
+  "suite_index": 72,
+  "prompt": "A vibrant baseball stadium filled with enthusiastic fans cheering during a sunny afternoon game. The field is lush green, with players in their respective uniforms running, catching, and throwing the ball. The grandstands are packed with spectators waving flags and holding up cameras. In the background, the scoreboard displays the current score and upcoming plays. The atmosphere is electric, with the smell of hot dogs and popcorn filling the air. Wide shot capturing the entire stadium from an elevated angle.",
+  "original_prompt": "baseball stadium",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/072.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2668.1451478004456,
+  "excluded_context_kv_latency_ms": 788.6446304321289,
+  "wall_generation_s": 5.217947959899902,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.04359569773077965,
+    "psnr": 13.605563640594482,
+    "ssim": 0.5023694634437561,
+    "lpips": 0.36017975211143494,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.333333333333332
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_073.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_073.json
new file mode 100644
index 0000000000000000000000000000000000000000..08d41c7911a5041a181956360d722c3e117f9a11
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_073.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 849,
+  "prompt_suite": "scene",
+  "suite_index": 73,
+  "prompt": "A beautifully crafted wooden staircase winding upwards in a dimly lit hallway. The staircase has intricate carvings along the banister and each step is polished to perfection. Soft ambient lighting casts gentle shadows on the walls and the floor, adding depth and warmth to the scene. The background features a partially visible door at the end of the hallway, hinting at what lies beyond. The scene is captured in a medium shot from a slightly tilted angle to highlight the verticality and elegance of the staircase. Static shot.",
+  "original_prompt": "staircase",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/073.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2571.0008264780045,
+  "excluded_context_kv_latency_ms": 785.6701049804688,
+  "wall_generation_s": 5.116637945175171,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.05816728249192238,
+    "psnr": 12.353212833404541,
+    "ssim": 0.5391488671302795,
+    "lpips": 0.39288607239723206,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.999999999999999
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_074.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_074.json
new file mode 100644
index 0000000000000000000000000000000000000000..b84858f37e8e9fb87e225bb58fb2f3e0669cf3b4
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_074.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 850,
+  "prompt_suite": "scene",
+  "suite_index": 74,
+  "prompt": "A bustling city street during the daytime, featuring a diverse crowd of people going about their daily activities. The street is lined with shops and cafes, with colorful awnings and signs. Cars and bicycles weave through the narrow lanes, while pedestrians walk along the sidewalks. The background showcases tall buildings with varied architectural styles, creating a vibrant urban landscape. The scene captures the energy and diversity of a lively city street, with a medium shot that includes various elements of the environment and people in motion.",
+  "original_prompt": "street",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/074.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2921.211654663086,
+  "excluded_context_kv_latency_ms": 785.8650360107422,
+  "wall_generation_s": 5.463433742523193,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.05063437297940254,
+    "psnr": 12.95554518699646,
+    "ssim": 0.34508195519447327,
+    "lpips": 0.348910927772522,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.666666666666668
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_075.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_075.json
new file mode 100644
index 0000000000000000000000000000000000000000..de701aaf3a99d590ff91a62ba8bf8d506d4bec69
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_075.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 851,
+  "prompt_suite": "scene",
+  "suite_index": 75,
+  "prompt": "A bustling supermarket interior during peak hours, featuring various aisles filled with colorful products and neatly arranged shelves. Customers of diverse ages and ethnicities browse the aisles, pushing shopping carts and examining items. The lighting is bright, with overhead fluorescent lights casting a clean and organized atmosphere. In the background, employees stock shelves and assist customers at checkout counters. The scene captures the vibrant energy and daily life within a typical supermarket. Wide shot, static camera.",
+  "original_prompt": "supermarket",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/075.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2928.1513328552246,
+  "excluded_context_kv_latency_ms": 784.7207260131836,
+  "wall_generation_s": 5.471498966217041,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.0855281874537468,
+    "psnr": 10.678907632827759,
+    "ssim": 0.370621919631958,
+    "lpips": 0.4110947251319885,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.666666666666668,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_076.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_076.json
new file mode 100644
index 0000000000000000000000000000000000000000..f7aef1c2ac5c85fdc7924dc671a969bc0007ec3c
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_076.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 852,
+  "prompt_suite": "scene",
+  "suite_index": 76,
+  "prompt": "An elegant indoor swimming pool scene with a modern design. The pool is spacious and filled with crystal-clear water, reflecting soft ambient lighting from the ceiling. The walls are made of sleek glass, allowing natural light to filter in, creating a serene atmosphere. The floor tiles are polished and extend seamlessly around the pool. A few floating swim rings gently bob in the water, adding a touch of liveliness. The shot is a medium-wide angle to capture the entirety of the pool and its surroundings, emphasizing the tranquil ambiance.",
+  "original_prompt": "indoor swimming pool",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/076.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2638.747492671013,
+  "excluded_context_kv_latency_ms": 785.0052337646484,
+  "wall_generation_s": 5.184541940689087,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.007721251342445612,
+    "psnr": 21.123123168945312,
+    "ssim": 0.7563155293464661,
+    "lpips": 0.19643136858940125,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.333333333333332
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_077.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_077.json
new file mode 100644
index 0000000000000000000000000000000000000000..38a497401fcfbb686382c95e13cf83c42d36735a
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_077.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 853,
+  "prompt_suite": "scene",
+  "suite_index": 77,
+  "prompt": "A tall, imposing medieval stone tower standing against a stormy sky, surrounded by dense fog. The tower has several levels with narrow windows and a pointed roof. The walls are covered in intricate carvings and moss. A small flag with tattered edges waves at the top of the tower. The scene is set in the early evening, with dim lighting and dramatic shadows cast by the clouds. Static shot, medium scale to capture the entire structure.",
+  "original_prompt": "tower",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/077.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2855.578437805176,
+  "excluded_context_kv_latency_ms": 789.0590896606445,
+  "wall_generation_s": 5.40032958984375,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.01785336248576641,
+    "psnr": 17.482799291610718,
+    "ssim": 0.6162942051887512,
+    "lpips": 0.28639060258865356,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_078.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_078.json
new file mode 100644
index 0000000000000000000000000000000000000000..15994234483caac7952b0a81d3854ae7782eec85
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_078.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 854,
+  "prompt_suite": "scene",
+  "suite_index": 78,
+  "prompt": "An outdoor running track set against a bright sunny day, surrounded by lush green grass and tall trees. The track is a standard oval shape with a red surface and white markings. In the background, there are spectators seated in bleachers and a few runners warming up on the sidelines. The camera focuses on the empty track from a high angle, capturing the entirety of the track and its surroundings. The scene is peaceful and serene, with a slight breeze blowing through the trees. Wide shot.",
+  "original_prompt": "outdoor track",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/078.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2970.233180999756,
+  "excluded_context_kv_latency_ms": 787.7422714233398,
+  "wall_generation_s": 5.51703953742981,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.013450621627271175,
+    "psnr": 18.712576627731323,
+    "ssim": 0.6310575604438782,
+    "lpips": 0.18794399499893188,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 25.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 11.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_079.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_079.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e06e1db13117d7482ee9d581c6fb72cc23d755e
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_079.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 855,
+  "prompt_suite": "scene",
+  "suite_index": 79,
+  "prompt": "A serene landscape featuring a single train moving along a railway track under a clear blue sky. The train consists of several passenger cars connected by gleaming silver couplings, with large windows reflecting sunlight. The locomotive at the front emits steam from its chimney as it pulls the train forward. The railway tracks stretch far into the distance, disappearing into the horizon, with green fields and rolling hills on either side. The scene is captured in a mid-shot, emphasizing the train's movement and the expansive natural scenery surrounding it. Static shot.",
+  "original_prompt": "train railway",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/079.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2452.354884147644,
+  "excluded_context_kv_latency_ms": 787.8318786621094,
+  "wall_generation_s": 4.996931552886963,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.07005678862333298,
+    "psnr": 11.545497179031372,
+    "ssim": 0.471447229385376,
+    "lpips": 0.42411720752716064,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_080.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_080.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed2a1d97e14db3c83614eb609d831cf5f1704987
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_080.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 856,
+  "prompt_suite": "scene",
+  "suite_index": 80,
+  "prompt": "A bustling train station platform in the early morning, with passengers hurrying about their day. The platform is lined with people waiting for their trains, some reading newspapers, others talking on their phones. The scene includes several diverse individuals\u2014elderly couples, business professionals, and families with children. The background showcases a modern train station with glass canopies, illuminated signs, and distant tracks. The atmosphere is vibrant and full of motion, capturing the essence of urban life. Medium shot focusing on the center of the platform, maintaining a static perspective.",
+  "original_prompt": "train station platform",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/080.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2863.4627227783203,
+  "excluded_context_kv_latency_ms": 787.8683471679688,
+  "wall_generation_s": 5.411488771438599,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.06071216240525246,
+    "psnr": 12.167242765426636,
+    "ssim": 0.33732929825782776,
+    "lpips": 0.3709949254989624,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_081.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_081.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a6f74294a4a1fbc509d9509f25f17d40ae8c790
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_081.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 857,
+  "prompt_suite": "scene",
+  "suite_index": 81,
+  "prompt": "A vibrant underwater coral reef teeming with life. The corals are in various shapes and colors, ranging from bright pinks and purples to soft greens and yellows. Schools of colorful fish swim gracefully among the corals, while sea turtles lazily glide by. The water is clear, allowing sunlight to filter through, creating a mesmerizing play of light and shadow. Small bubbles rise gently to the surface. Wide shot, capturing the vastness and beauty of the coral reef ecosystem.",
+  "original_prompt": "underwater coral reef",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/081.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2377.3021882772446,
+  "excluded_context_kv_latency_ms": 782.6009750366211,
+  "wall_generation_s": 4.9185216426849365,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.09175043553113937,
+    "psnr": 10.373919010162354,
+    "ssim": 0.30463725328445435,
+    "lpips": 0.44487136602401733,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.0
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_082.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_082.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd1295ed9b6bdcc82625fcccb2c44c1dbcc97b60
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_082.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 858,
+  "prompt_suite": "scene",
+  "suite_index": 82,
+  "prompt": "A serene valley landscape captured in a picturesque, realistic style. The valley is lush and green, filled with rolling hills and dense forests. A winding river meanders through the center, reflecting the vibrant colors of the surrounding flora. In the distance, snow-capped mountains rise majestically against a clear blue sky. Soft sunlight filters through the trees, casting dappled shadows on the ground. The scene is tranquil, with no visible human activity. Wide shot, showcasing the expansive beauty of the valley from a high vantage point.",
+  "original_prompt": "valley",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/082.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2841.020950317383,
+  "excluded_context_kv_latency_ms": 785.5624084472656,
+  "wall_generation_s": 5.384753465652466,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.017450494691729546,
+    "psnr": 17.581923007965088,
+    "ssim": 0.5920500755310059,
+    "lpips": 0.26637351512908936,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_083.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_083.json
new file mode 100644
index 0000000000000000000000000000000000000000..f8ffa8e2ab6cf8b7776886e1603be79d588634e4
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_083.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 859,
+  "prompt_suite": "scene",
+  "suite_index": 83,
+  "prompt": "A dramatic and intense scene featuring an erupting volcano. The volcano is spewing lava and ash into the air, creating a vivid orange glow against a dark night sky filled with billowing smoke clouds. The ground trembles as molten rock flows down the sides of the volcano, lighting up the surrounding landscape. In the foreground, a few scattered trees and rocks are illuminated by the fiery eruption. The camera remains fixed on the volcano, capturing the powerful motion and scale of the event. Nighttime, wide shot.",
+  "original_prompt": "volcano",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/083.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2450.033427476883,
+  "excluded_context_kv_latency_ms": 786.0574417114258,
+  "wall_generation_s": 4.995150566101074,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.05852422118186951,
+    "psnr": 12.326643466949463,
+    "ssim": 0.5215246081352234,
+    "lpips": 0.47944626212120056,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_084.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_084.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9364f92a14b2006f6181f85c2da656d94079c14
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_084.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 860,
+  "prompt_suite": "scene",
+  "suite_index": 84,
+  "prompt": "A majestic waterfall cascading down a rocky cliff face, surrounded by lush greenery and vibrant flowers. The water flows rapidly, creating a misty spray at the bottom where it meets a tranquil pool. Sunlight filters through the dense foliage, casting dappled shadows on the rocks and water. The scene is serene and peaceful, with the sound of rushing water filling the air. Wide shot, capturing the full height and width of the waterfall and its surroundings.",
+  "original_prompt": "waterfall",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/084.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2857.4895782470703,
+  "excluded_context_kv_latency_ms": 786.0792922973633,
+  "wall_generation_s": 5.404207706451416,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03968452289700508,
+    "psnr": 14.01378870010376,
+    "ssim": 0.42758414149284363,
+    "lpips": 0.3701624870300293,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/scene_085.json b/eval_out/per_prompt/cf_flowcache_x1.3/scene_085.json
new file mode 100644
index 0000000000000000000000000000000000000000..ebd10959f6354e421daa5dd0dd8d13e3dc1340fa
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/scene_085.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 861,
+  "prompt_suite": "scene",
+  "suite_index": 85,
+  "prompt": "A serene landscape featuring a picturesque windmill standing tall against a clear blue sky. The windmill's wooden blades slowly rotate in the gentle breeze. The structure is surrounded by rolling green hills and scattered wildflowers. In the background, a quaint village can be seen in the distance. The scene is captured in a peaceful, realistic style with soft lighting. Wide shot, static scene focusing on the windmill and its surroundings.",
+  "original_prompt": "windmill",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/scene/085.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2467.931321501732,
+  "excluded_context_kv_latency_ms": 789.6152877807617,
+  "wall_generation_s": 5.014807939529419,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.018811173737049103,
+    "psnr": 17.255841493606567,
+    "ssim": 0.6914670467376709,
+    "lpips": 0.20607700943946838,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_000.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_000.json
new file mode 100644
index 0000000000000000000000000000000000000000..910830eed52a571b87f6c923efbf30235fc80a36
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_000.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 257,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 0,
+  "prompt": "A person swimming in the ocean, with waves gently crashing around them. The swimmer is fully submerged, with only their head breaking the water's surface, taking deep breaths between strokes. They are wearing a black swimsuit and have wavy, shoulder-length brown hair that floats around their face. The sun is setting, casting a warm golden glow over the water, and the sky is filled with hues of orange and pink. The ocean is vast and serene, with a few seagulls flying overhead. The scene is captured in a medium close-up, focusing on the swimmer's determined facial expressions and fluid arm movements.",
+  "original_prompt": "a person swimming in ocean",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/000.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2449.0904059410095,
+  "excluded_context_kv_latency_ms": 784.0798187255859,
+  "wall_generation_s": 4.992864370346069,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.030324215069413185,
+    "psnr": 15.182104110717773,
+    "ssim": 0.6707831621170044,
+    "lpips": 0.3611980378627777,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_001.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_001.json
new file mode 100644
index 0000000000000000000000000000000000000000..726db1b70ba87e18a8020287abbec487d7308a3e
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_001.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 258,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 1,
+  "prompt": "A professional setting where a person is giving a presentation to a room full of colleagues. The presenter stands confidently at the front of the room, holding a laser pointer and gesturing towards a large projection screen displaying slides. They wear a well-fitted suit with a neat tie, exuding professionalism. The audience sits attentively in rows of chairs, some taking notes, others engaged in thoughtful expressions. The room has a modern feel with clean lines, ample lighting, and a professional atmosphere. The camera captures the scene from a medium shot, focusing on the presenter and the audience reaction.",
+  "original_prompt": "a person giving a presentation to a room full of colleagues",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/001.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2592.8827599287033,
+  "excluded_context_kv_latency_ms": 786.8944091796875,
+  "wall_generation_s": 5.13831353187561,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.057499852031469345,
+    "psnr": 12.403333187103271,
+    "ssim": 0.5908554792404175,
+    "lpips": 0.3491327166557312,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.999999999999999
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_002.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_002.json
new file mode 100644
index 0000000000000000000000000000000000000000..7a98c6a162400dac041050201c58ba56090552c9
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_002.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 259,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 2,
+  "prompt": "A person in a cozy kitchen setting is washing dishes at a sink filled with sudsy water. The individual, who appears to be middle-aged with casual attire, is scrubbing a plate with a sponge. Water droplets splash and cling to the dishes as they are washed. The kitchen is warmly lit, with sunlight streaming in from a window nearby. The background shows other kitchen appliances and cabinets. The person is standing with a focused expression, moving the sponge in circular motions across the dish. Medium close-up shot, static scene.",
+  "original_prompt": "a person washing the dishes",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/002.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2863.869228363037,
+  "excluded_context_kv_latency_ms": 790.4416961669922,
+  "wall_generation_s": 5.413323163986206,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03492479771375656,
+    "psnr": 14.568661451339722,
+    "ssim": 0.5829452276229858,
+    "lpips": 0.3884003162384033,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_003.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_003.json
new file mode 100644
index 0000000000000000000000000000000000000000..a401e48ece77fc997d2dc93294356604ce4c66e1
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_003.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 260,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 3,
+  "prompt": "A person enjoying a juicy burger, with a satisfied smile on their face. They are seated at a casual dining table, surrounded by napkins and a drink. The burger is topped with lettuce, tomato, and cheese, and the person is taking a bite, showcasing the delicious layers inside. The scene has a warm, inviting atmosphere with soft lighting and a cozy background. Medium close-up shot focusing on the person's hand holding the burger and their facial expressions as they savor each bite.",
+  "original_prompt": "a person eating a burger",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/003.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2871.3029823303223,
+  "excluded_context_kv_latency_ms": 787.4355850219727,
+  "wall_generation_s": 5.420043468475342,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03839827701449394,
+    "psnr": 14.156882762908936,
+    "ssim": 0.6616045236587524,
+    "lpips": 0.2545701265335083,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.666666666666668
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_004.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_004.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4a8fe9897b4d9a9c64d85cb82003f1693364136
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_004.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 261,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 4,
+  "prompt": "A lone figure, wearing a heavy winter coat with a fur-lined hood, walks through a dense snowstorm. The person is bundled up with gloves and a scarf wrapped tightly around their face, only their eyes visible. Snowflakes swirl around them as they trudge forward, their footsteps muffled by the thick layer of snow. The background shows a dimly lit forest with tall pine trees barely visible through the heavy snowfall. The scene is captured in a medium shot, focusing on the person's determined walk against the harsh conditions.",
+  "original_prompt": "a person walking in the snowstorm",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/004.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2435.9958069324493,
+  "excluded_context_kv_latency_ms": 780.8294372558594,
+  "wall_generation_s": 4.974480867385864,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.05044730007648468,
+    "psnr": 12.971620559692383,
+    "ssim": 0.568009078502655,
+    "lpips": 0.35974785685539246,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_005.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_005.json
new file mode 100644
index 0000000000000000000000000000000000000000..c758acd00719669d06420a7e7658a04a331b747c
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_005.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 262,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 5,
+  "prompt": "A cozy, warm caf\u00e9 setting with soft ambient lighting and wooden furnishings. A young adult, casually dressed in a sweater and jeans, sits at a small round table. They hold a steaming cup of coffee in their hand, taking a sip while looking pensively out the window. The caf\u00e9 is moderately busy with other patrons engaged in conversations. The background showcases various coffee drinks and pastries displayed on a counter. The person\u2019s expression is relaxed and content. Medium shot focusing on the person\u2019s face and the coffee cup, capturing the intimate atmosphere of the caf\u00e9.",
+  "original_prompt": "a person drinking coffee in a cafe",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/005.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2981.882469177246,
+  "excluded_context_kv_latency_ms": 787.0088272094727,
+  "wall_generation_s": 5.528229236602783,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.038674116134643555,
+    "psnr": 14.125796556472778,
+    "ssim": 0.5172138214111328,
+    "lpips": 0.32424089312553406,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 25.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 11.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_006.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_006.json
new file mode 100644
index 0000000000000000000000000000000000000000..cdb765600fdf8714453e31d4422eadccb9e01de7
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_006.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 263,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 6,
+  "prompt": "A close-up of a young adult playing a classic acoustic guitar, with their fingers deftly plucking the strings. They sit in a cozy, dimly lit room, with soft ambient lighting casting gentle shadows across their face. The person has tousled brown hair, a relaxed expression, and wears a casual outfit consisting of a vintage t-shirt and jeans. Their posture is casual yet focused, leaning slightly forward as they play. The guitar's wooden body reflects the warm glow from a nearby lamp. The scene captures the intimate atmosphere of a musical performance, with the focus on the person's expressive face and skilled hands moving over the fretboard.",
+  "original_prompt": "a person playing guitar",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/006.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2581.574075818062,
+  "excluded_context_kv_latency_ms": 784.1670379638672,
+  "wall_generation_s": 5.122943162918091,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.014721809886395931,
+    "psnr": 18.320387601852417,
+    "ssim": 0.6928213238716125,
+    "lpips": 0.23820900917053223,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.999999999999999
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_007.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_007.json
new file mode 100644
index 0000000000000000000000000000000000000000..d30c2156dde83a406b00702da0000f7d22acda90
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_007.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 264,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 7,
+  "prompt": "A vintage black bicycle leaning gently against a large, gnarled oak tree in a serene forest clearing. The bicycle has a classic frame with a round handlebar and a single rear mudguard. Its tires are slightly deflated, giving it a slightly neglected yet charming appearance. The tree has lush green leaves and several low branches that gracefully arch over the bike. The forest floor is covered with soft, brown autumn leaves and patches of moss. The scene is bathed in warm, natural sunlight filtering through the canopy, casting dappled shadows. Medium shot capturing the bicycle and the lower part of the tree trunk.",
+  "original_prompt": "a bicycle leaning against a tree",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/007.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2954.8744010925293,
+  "excluded_context_kv_latency_ms": 784.2259292602539,
+  "wall_generation_s": 5.495715141296387,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.0440862812101841,
+    "psnr": 13.556965589523315,
+    "ssim": 0.46490243077278137,
+    "lpips": 0.24581624567508698,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 25.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 11.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_008.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_008.json
new file mode 100644
index 0000000000000000000000000000000000000000..c865b976fb93eff822348345330e307813c9487a
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_008.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 265,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 8,
+  "prompt": "A bicycle glides smoothly through a vast, snowy field under a clear blue sky. The bicycle has a classic design with black tires, a silver frame, and a small white basket attached to the front. The rider, a young adult wearing a red winter coat, black gloves, and a woolen hat, pedals effortlessly with a slight forward lean. Snowflakes gently fall around them, creating a serene and tranquil atmosphere. The background showcases rolling hills covered in pristine snow, with distant pine trees adding a touch of greenery. The scene is captured in a medium shot, focusing on the bicycle and the rider as they move gracefully across the snowy landscape.",
+  "original_prompt": "a bicycle gliding through a snowy field",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/008.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2449.42318379879,
+  "excluded_context_kv_latency_ms": 784.5457229614258,
+  "wall_generation_s": 4.99327826499939,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.04992205277085304,
+    "psnr": 13.017075061798096,
+    "ssim": 0.6347930431365967,
+    "lpips": 0.35733863711357117,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_009.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_009.json
new file mode 100644
index 0000000000000000000000000000000000000000..893776a12d74035cc6340d9ef36789f951cd383f
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_009.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 266,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 9,
+  "prompt": "A cyclist riding a classic black bicycle slows down gradually as they approach a stop sign. The cyclist has a helmet on, and their posture is upright with one hand on the brake handle, applying gentle pressure. The bicycle's wheels spin slightly slower, creating small dust clouds as they decelerate on a gravel path. The surroundings feature a quiet suburban street lined with green trees and parked cars. The scene transitions from a medium shot to a close-up focusing on the cyclist's face, which shows concentration and determination. Static shot, emphasizing the motion of the bicycle slowing down.",
+  "original_prompt": "a bicycle slowing down to stop",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/009.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2637.0798449516296,
+  "excluded_context_kv_latency_ms": 786.5391540527344,
+  "wall_generation_s": 5.182445526123047,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.07080549001693726,
+    "psnr": 11.499330997467041,
+    "ssim": 0.39730533957481384,
+    "lpips": 0.38952329754829407,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.333333333333332
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_010.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_010.json
new file mode 100644
index 0000000000000000000000000000000000000000..048032169eaff044c89b563603186656731bea9c
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_010.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 267,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 10,
+  "prompt": "A bicycle accelerating to gain speed, captured in a smooth time-lapse sequence. The bicycle is a classic red road bike with sleek aerodynamic handlebars and reflective wheels. The rider, a focused individual in cycling gear, leans forward, pedaling vigorously. The background shows a winding asphalt road leading into a forest, with trees and bushes blurring past as the bike speeds up. The camera starts from a mid-shot and gradually zooms in to focus on the rider's determined face and the spinning wheels, emphasizing the acceleration.",
+  "original_prompt": "a bicycle accelerating to gain speed",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/010.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2447.023827791214,
+  "excluded_context_kv_latency_ms": 784.9204788208008,
+  "wall_generation_s": 4.98633885383606,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.057958733290433884,
+    "psnr": 12.36881136894226,
+    "ssim": 0.470348984003067,
+    "lpips": 0.38370367884635925,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_013.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_013.json
new file mode 100644
index 0000000000000000000000000000000000000000..ecadfb4863dc1ba2740098cf731c76df2fa798b6
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_013.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 270,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 13,
+  "prompt": "A sleek, modern sedan gradually slows down as it approaches a stop sign. The car's brake lights illuminate, casting a soft red glow through the rear window. Inside, the driver maintains a calm and focused expression, gently pressing the brake pedal. The wheels slow their rotation, and the vehicle comes to a smooth stop. The background shows a quiet suburban street with a few parked cars and neatly trimmed hedges. The scene is captured from a mid-shot perspective, focusing on the front half of the car.",
+  "original_prompt": "a car slowing down to stop",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/013.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2870.8961639404297,
+  "excluded_context_kv_latency_ms": 788.3337631225586,
+  "wall_generation_s": 5.419283866882324,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.06000923737883568,
+    "psnr": 12.21781849861145,
+    "ssim": 0.474766343832016,
+    "lpips": 0.4131932258605957,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_014.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_014.json
new file mode 100644
index 0000000000000000000000000000000000000000..38b123bfb5f217276317b3a55a49a23921e982ea
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_014.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 271,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 14,
+  "prompt": "A sleek, modern sports car accelerating rapidly down a straight, empty road, gaining speed with each passing second. The car's engine roars as it speeds up, tires leaving occasional smoke trails on the asphalt. The exterior of the car is a shiny metallic silver with minimalistic design elements. The background showcases a scenic countryside with rolling hills and a clear blue sky. The camera follows the car from a slight distance, capturing the intense acceleration and speed from a dynamic tracking shot.",
+  "original_prompt": "a car accelerating to gain speed",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/014.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2436.514581799507,
+  "excluded_context_kv_latency_ms": 783.2054290771484,
+  "wall_generation_s": 4.982151508331299,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03198778256773949,
+    "psnr": 14.950158596038818,
+    "ssim": 0.715825080871582,
+    "lpips": 0.2960914075374603,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_015.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_015.json
new file mode 100644
index 0000000000000000000000000000000000000000..eaed18aae129c12bdd13d8ccefa221811c09db6c
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_015.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 272,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 15,
+  "prompt": "A sleek black motorcycle cruising along a scenic coastal highway during sunset. The motorcycle has a polished chrome finish and tinted windows on the helmet. The rider, wearing a black leather jacket and jeans, has their hands firmly on the handlebars and is leaning slightly forward, maintaining a steady posture. Waves crash against the rocky shoreline on one side of the highway, while lush green hills roll into the distance on the other. The sky is painted with vibrant hues of orange and pink, casting a warm glow over the entire scene. The camera follows the motorcycle from behind, capturing the wind-swept road and the dramatic coastal landscape in a wide shot.",
+  "original_prompt": "a motorcycle cruising along a coastal highway",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/015.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2441.577386379242,
+  "excluded_context_kv_latency_ms": 783.2605819702148,
+  "wall_generation_s": 4.981444358825684,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.07257384061813354,
+    "psnr": 11.39219880104065,
+    "ssim": 0.570095956325531,
+    "lpips": 0.41627565026283264,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_017.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_017.json
new file mode 100644
index 0000000000000000000000000000000000000000..f20d17c3e994e95801533f06fb27a67e2f5576cf
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_017.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 274,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 17,
+  "prompt": "A motorcycle gradually slows down as it approaches a stop. The rider, wearing a black helmet and leather jacket, leans slightly forward with one hand on the brake lever and the other on the handlebar. The bike's engine revs decrease steadily, and the rear wheel begins to gently skid on the asphalt. In the background, there are blurred images of urban street signs and parked cars. The scene is captured in a slow-motion shot from a low-angle perspective, focusing on the motorcycle's front wheel and the rider's determined face.",
+  "original_prompt": "a motorcycle slowing down to stop",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/017.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2506.6729432344437,
+  "excluded_context_kv_latency_ms": 781.7057952880859,
+  "wall_generation_s": 5.046091556549072,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.1125912293791771,
+    "psnr": 9.484954476356506,
+    "ssim": 0.4108680486679077,
+    "lpips": 0.46093133091926575,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.666666666666668,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_018.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_018.json
new file mode 100644
index 0000000000000000000000000000000000000000..67516c02a549942aca0c1f808a37c50287db7d79
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_018.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 275,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 18,
+  "prompt": "A sleek, black motorcycle gliding smoothly through a vast snowy field under a clear winter sky. The motorcycle's headlights cast a soft glow, illuminating the pristine snow as it moves. The rider is dressed in full winter gear, including a black helmet and jacket, with gloves and goggles. The landscape is serene, with occasional patches of untouched snow and distant pine trees. The camera follows the motorcycle in a smooth tracking shot, capturing the fluid motion and the gentle flurry of snow kicked up by the tires. Medium to wide shot, emphasizing the expansive snowy backdrop and the seamless glide of the motorcycle.",
+  "original_prompt": "a motorcycle gliding through a snowy field",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/018.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2454.9730118513107,
+  "excluded_context_kv_latency_ms": 787.5244140625,
+  "wall_generation_s": 4.999036550521851,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.030738262459635735,
+    "psnr": 15.123206377029419,
+    "ssim": 0.7303422689437866,
+    "lpips": 0.23576296865940094,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_022.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_022.json
new file mode 100644
index 0000000000000000000000000000000000000000..732b5585c5c06093ee685940a2d0aef0cf65af80
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_022.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 279,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 22,
+  "prompt": "A commercial airliner landing smoothly on a well-maintained runway at sunset. The aircraft touches down gently, its wheels making contact with the tarmac, leaving a trail of smoke. The wings are fully extended, and the plane slows down gradually as it taxis towards the terminal area. The sky is painted with warm hues of orange and pink, casting a beautiful glow over the scene. The camera follows the plane from a medium distance, maintaining a static shot to capture the entirety of the smooth landing process. Wide shot.",
+  "original_prompt": "an airplane landing smoothly on a runway",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/022.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2884.5318183898926,
+  "excluded_context_kv_latency_ms": 785.0150756835938,
+  "wall_generation_s": 5.424960136413574,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.018466046079993248,
+    "psnr": 17.33626127243042,
+    "ssim": 0.7052727341651917,
+    "lpips": 0.2632961869239807,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.33333333333333,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_029.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_029.json
new file mode 100644
index 0000000000000000000000000000000000000000..3fd50479136a032f01324984e1b55821deff1017
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_029.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 286,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 29,
+  "prompt": "A high-speed train accelerating on a straight track, gaining speed rapidly. The train consists of several sleek, modern carriages with aerodynamic designs. As the train accelerates, the wheels spin faster, and the scenery outside blurs into streaks of color. Smoke billows from the engine as it works hard to propel the train forward. The camera starts from a mid-shot of the train's front section, gradually zooming in to focus on the powerful engine, emphasizing the intense acceleration. The background shows a passing landscape, with trees and buildings quickly receding into the distance.",
+  "original_prompt": "a train accelerating to gain speed",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/029.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2458.959134578705,
+  "excluded_context_kv_latency_ms": 787.7152557373047,
+  "wall_generation_s": 5.008171319961548,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.10562929511070251,
+    "psnr": 9.762156009674072,
+    "ssim": 0.4418897330760956,
+    "lpips": 0.6071163415908813,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_041.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_041.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e09ab636b560ef30ec2278de4d862f12f37ea07
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_041.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 298,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 41,
+  "prompt": "A close-up, detailed shot of a sleek, black cat grooming itself meticulously with its tongue. The cat is lying on its side, its fur glossy and soft. It uses its front paw to gently scratch behind its ear before continuing to lick itself clean, focusing intently. The scene is set indoors, perhaps in a cozy bedroom or living room, with warm, ambient lighting casting gentle shadows. The camera remains static, emphasizing the cat's smooth and repetitive grooming motions.",
+  "original_prompt": "a cat grooming itself meticulously with its tongue",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/041.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2446.4462807178497,
+  "excluded_context_kv_latency_ms": 783.2743759155273,
+  "wall_generation_s": 4.991114616394043,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.018681617453694344,
+    "psnr": 17.285854816436768,
+    "ssim": 0.7421590089797974,
+    "lpips": 0.2249290645122528,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_043.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_043.json
new file mode 100644
index 0000000000000000000000000000000000000000..0120f8a6d1fa86e43ec05eb40d8910a477f68c0d
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_043.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 300,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 43,
+  "prompt": "A close-up of a sleek black cat drinking water from a clear glass bowl. The cat has bright green eyes and fluffy fur, its tail curled gently behind it. The camera focuses on the cat's focused expression as it laps up the water, showing droplets clinging to its whiskers and nose. The background is a soft blur of a cozy kitchen, with sunlight streaming in through a window, casting a warm glow. The cat continues to drink calmly, emphasizing its relaxed posture and contentment. Medium close-up shot, static scene.",
+  "original_prompt": "a cat drinking water",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/043.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2464.0763281583786,
+  "excluded_context_kv_latency_ms": 790.0130462646484,
+  "wall_generation_s": 5.0149245262146,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.06897936016321182,
+    "psnr": 11.61280870437622,
+    "ssim": 0.5805654525756836,
+    "lpips": 0.38562583923339844,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_048.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_048.json
new file mode 100644
index 0000000000000000000000000000000000000000..2bff1aeaa0676089b1b01e20c80973d362733ca3
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_048.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 305,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 48,
+  "prompt": "A joyful, energetic golden retriever running freely across a lush green meadow. The dog has a playful expression, tongue hanging out, tail wagging enthusiastically as it runs. The sun shines brightly overhead, casting a warm glow over the scene. The grass sways gently in the breeze, adding to the serene and happy atmosphere. The camera follows the dog from a low angle, capturing its exuberant movement in a wide shot.",
+  "original_prompt": "a dog running happily",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/048.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2446.786366224289,
+  "excluded_context_kv_latency_ms": 784.3340225219727,
+  "wall_generation_s": 4.990092754364014,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.02917657606303692,
+    "psnr": 15.349656343460083,
+    "ssim": 0.6946089267730713,
+    "lpips": 0.2537407875061035,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_052.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_052.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c8e34410f90d58e52ee20e729977d91dbf261d2
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_052.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 309,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 52,
+  "prompt": "A wild mustang gallops across an open grassland, kicking up dust as it runs towards a herd of horses. The herd is scattered in the distance, grazing peacefully under a bright blue sky dotted with fluffy clouds. The mustang\u2019s coat gleams in the sunlight, showcasing its muscular build and powerful legs. It arches its neck and prances with determination, its mane flowing freely behind it. As it approaches, the herd begins to notice, turning their heads curiously. The scene captures the mustang\u2019s journey from solitude to unity with its kin, conveying a sense of belonging and community. Wide shot, focusing on the mustang\u2019s movement and the expansive landscape.",
+  "original_prompt": "a horse running to join a herd of its kind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/052.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2713.6887060403824,
+  "excluded_context_kv_latency_ms": 784.0940780639648,
+  "wall_generation_s": 5.256091117858887,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.030279016122221947,
+    "psnr": 15.188581943511963,
+    "ssim": 0.5789055228233337,
+    "lpips": 0.28682786226272583,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_054.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_054.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9de890d6d4d286c707f07bf7ce9f0bfa3b69324
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_054.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 311,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 54,
+  "prompt": "A serene countryside landscape with a single sheep leisurely walking through a lush green field. The sheep has fluffy white wool, long curved horns, and a gentle expression. It moves gracefully, occasionally pausing to graze on the tender grass. The sky above is clear with soft clouds, casting a warm glow over the scene. In the background, there are rolling hills and a few scattered trees. The camera captures the sheep from a medium shot, maintaining a static view to emphasize the tranquility of the environment.",
+  "original_prompt": "a sheep taking a peaceful walk",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/054.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2661.37001144886,
+  "excluded_context_kv_latency_ms": 785.7270050048828,
+  "wall_generation_s": 5.206059694290161,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03034280613064766,
+    "psnr": 15.179442167282104,
+    "ssim": 0.5926334857940674,
+    "lpips": 0.3006848990917206,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.333333333333332
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_055.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_055.json
new file mode 100644
index 0000000000000000000000000000000000000000..72cbafcb5b4a3e811c5c8a3ca174e59b7e55c0f9
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_055.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 312,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 55,
+  "prompt": "A lone sheep running towards a herd of other sheep on a grassy hillside. The sheep is depicted with fluffy white wool and brown hooves, moving energetically with its legs stretched out. The herd is scattered across the landscape, grazing peacefully. The background showcases a serene countryside with rolling hills, dotted with wildflowers and trees. The sheep's body language conveys determination and joy as it joins its flock. Medium shot focusing on the sheep running towards the herd.",
+  "original_prompt": "a sheep running to join a herd of its kind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/055.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2714.8111934661865,
+  "excluded_context_kv_latency_ms": 784.7255325317383,
+  "wall_generation_s": 5.256271839141846,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.0451575368642807,
+    "psnr": 13.452697992324829,
+    "ssim": 0.40538907051086426,
+    "lpips": 0.35345107316970825,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_056.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_056.json
new file mode 100644
index 0000000000000000000000000000000000000000..db08044da7607fb1dff5dd19efc0afe273cafc92
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_056.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 313,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 56,
+  "prompt": "A serene countryside scene featuring a large brown cow bending down to drink water from a gently flowing river. The cow has a calm and content expression, with its head lowered towards the water. The river is clear, reflecting the surrounding greenery and the cloudy sky above. The landscape includes lush grasslands, tall trees, and a few distant hills creating a peaceful backdrop. The cow\u2019s fur is soft and well-groomed, and its posture is relaxed as it drinks. The scene is captured in a medium close-up shot, focusing on the cow and the river, with minimal camera movement to maintain tranquility.",
+  "original_prompt": "a cow bending down to drink water from a river",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/056.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2714.026068687439,
+  "excluded_context_kv_latency_ms": 784.2654800415039,
+  "wall_generation_s": 5.258200645446777,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.02579355053603649,
+    "psnr": 15.884888172149658,
+    "ssim": 0.641406238079071,
+    "lpips": 0.22711506485939026,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.666666666666664,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.666666666666666
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_057.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_057.json
new file mode 100644
index 0000000000000000000000000000000000000000..a014edef3946558be1862acc8a0619c6bd606623
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_057.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 314,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 57,
+  "prompt": "A peaceful, tranquil barn interior with a single cow resting in the foreground. The cow is lying down, chewing its cud slowly and steadily, with a calm and content expression. The barn has wooden walls and a rustic wooden floor, with hay bales and farm tools scattered around. Soft natural light filters through small windows, casting gentle shadows. The background includes a few other sleeping animals and a cozy corner with a feeding trough. Medium shot, static scene focusing on the cow\u2019s relaxed posture and rhythmic chewing motion.",
+  "original_prompt": "a cow chewing cud while resting in a tranquil barn",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/057.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 3041.0730895996094,
+  "excluded_context_kv_latency_ms": 787.2279891967773,
+  "wall_generation_s": 5.588986873626709,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.04792002588510513,
+    "psnr": 13.194829225540161,
+    "ssim": 0.39814895391464233,
+    "lpips": 0.3392471373081207,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 26.000000000000004,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 11.999999999999998
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_058.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_058.json
new file mode 100644
index 0000000000000000000000000000000000000000..7036d417ca767e906b92492cb9f82e8a25f7ea09
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_058.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 315,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 58,
+  "prompt": "A lone cow running towards a herd of cows grazing in a lush green pasture. The cow has a sleek brown coat and a determined expression as it sprints across the grassy field. The herd is spread out, with some cows facing the approaching cow, their heads upturned to watch. The background shows rolling hills and a clear blue sky with fluffy white clouds. The camera starts with a medium shot of the lone cow running and then smoothly pans right to show the entire herd as the cow joins them. Close-up shots of the cow's face and the herd's reaction are interspersed with wider shots of the pasture.",
+  "original_prompt": "a cow running to join a herd of its kind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/058.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2461.1503559350967,
+  "excluded_context_kv_latency_ms": 789.2525177001953,
+  "wall_generation_s": 5.006144762039185,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03810742124915123,
+    "psnr": 14.189904928207397,
+    "ssim": 0.5273271799087524,
+    "lpips": 0.36331549286842346,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_059.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_059.json
new file mode 100644
index 0000000000000000000000000000000000000000..cfa980987b4b4a2c96202be51c1b70dcedcec82d
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_059.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 316,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 59,
+  "prompt": "A large African elephant standing in a watering hole, using its long trunk to spray water over its body to cool down on a hot day. The elephant's skin is wrinkled and gray, with patches of mud drying on its back. It stands calmly, with its ears spread wide and its trunk raised, spraying water onto its head and back. The environment is a lush savanna with tall grasses and scattered trees. The scene includes a gentle breeze blowing through the grass, and the sound of water splashing can be heard. Medium close-up shot, focusing on the elephant's face and trunk as it sprays water.",
+  "original_prompt": "an elephant spraying itself with water using its trunk to cool down",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/059.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2923.8634719848633,
+  "excluded_context_kv_latency_ms": 789.3698348999023,
+  "wall_generation_s": 5.473342657089233,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.04344511032104492,
+    "psnr": 13.620591163635254,
+    "ssim": 0.43421706557273865,
+    "lpips": 0.3184013068675995,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.66666666666666,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.666666666666668
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_060.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_060.json
new file mode 100644
index 0000000000000000000000000000000000000000..46d21b74e9d94f7cd2b19bda4393875f5046581c
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_060.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 317,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 60,
+  "prompt": "A majestic African elephant walking gracefully through a lush savannah. The elephant moves slowly and calmly, swinging its trunk gently from side to side as it takes in its surroundings. Its skin is wrinkled and gray, and the grasses and small bushes of the savannah sway softly in the breeze around it. The background shows a vast landscape with tall trees and rolling hills under a clear blue sky. The scene is captured in a medium shot, emphasizing the elephant's gentle and peaceful demeanor.",
+  "original_prompt": "an elephant taking a peaceful walk",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/060.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2636.1272933483124,
+  "excluded_context_kv_latency_ms": 783.4100875854492,
+  "wall_generation_s": 5.175646066665649,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.03548037260770798,
+    "psnr": 14.500118494033813,
+    "ssim": 0.5166322588920593,
+    "lpips": 0.2631009519100189,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.333333333333332
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_061.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_061.json
new file mode 100644
index 0000000000000000000000000000000000000000..e048169e255629c34b0731605f3b0bce2833d8b4
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_061.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 318,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 61,
+  "prompt": "A majestic African elephant running towards a herd of elephants in the savanna. The elephant is moving gracefully with its trunk held high, showcasing its powerful legs and smooth tanned skin. The herd is scattered across the grassy plains, some walking and others pausing to observe the newcomer. The landscape features tall golden grasses swaying gently in the breeze and distant acacia trees. The camera follows the elephant as it runs, maintaining a mid-shot perspective to capture both the individual and the expansive herd behind it.",
+  "original_prompt": "an elephant running to join a herd of its kind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/061.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2709.702092528343,
+  "excluded_context_kv_latency_ms": 786.4972381591797,
+  "wall_generation_s": 5.256890296936035,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.055029869079589844,
+    "psnr": 12.59401559829712,
+    "ssim": 0.5221419930458069,
+    "lpips": 0.34406089782714844,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 22.666666666666668,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.666666666666664
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_062.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_062.json
new file mode 100644
index 0000000000000000000000000000000000000000..0edeff4b72fb6d749a57d34087f13881772beb4c
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_062.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 319,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 62,
+  "prompt": "A large brown bear, with thick fur and powerful muscles, crouches at the edge of a fast-flowing river. The bear\u2019s sharp claws grip the damp earth as it lunges forward, opening its massive jaws to catch a shimmering salmon mid-air. The salmon struggles violently, but the bear\u2019s jaw closes firmly around it. The water splashes around them, creating ripples that disturb the tranquil surface. The background shows dense forest and mist-covered rocks. The scene is captured from a low-angle perspective, emphasizing the bear\u2019s strength and dominance. The motion is fluid and dynamic, focusing on the moment of the catch.",
+  "original_prompt": "a bear catching a salmon in its powerful jaws",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/062.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2437.341976761818,
+  "excluded_context_kv_latency_ms": 781.8395690917969,
+  "wall_generation_s": 4.977320671081543,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.07491706311702728,
+    "psnr": 11.254192590713501,
+    "ssim": 0.3696369230747223,
+    "lpips": 0.41712722182273865,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_065.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_065.json
new file mode 100644
index 0000000000000000000000000000000000000000..8626e03bd3d9a1f6c4e93d6d9ff95e332a23f946
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_065.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 322,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 65,
+  "prompt": "A wild brown bear prowling through a dense forest, searching intently for prey. The bear has a muscular build, shaggy fur, and keen eyes that scan the surroundings. It moves stealthily on all fours, sniffing the air and listening carefully for any signs of movement. The forest is lush and green, with tall trees and underbrush creating a natural habitat for various animals. The bear pauses occasionally, stopping to investigate potential tracks or sounds. The scene captures the bear\u2019s focused determination and powerful presence as it hunts. Wide shot, capturing the vastness of the forest and the bear\u2019s movements.",
+  "original_prompt": "a bear hunting for prey",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/065.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2446.45656812191,
+  "excluded_context_kv_latency_ms": 784.3261413574219,
+  "wall_generation_s": 4.990373373031616,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.05712408944964409,
+    "psnr": 12.431807518005371,
+    "ssim": 0.31334561109542847,
+    "lpips": 0.3655921220779419,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_066.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_066.json
new file mode 100644
index 0000000000000000000000000000000000000000..786f09de0c309e17c24236b797a3c451bde5e910
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_066.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 323,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 66,
+  "prompt": "A zebra bending down gracefully to drink water from a serene river. The zebra has distinctive black and white stripes, and its posture is relaxed as it lowers its head towards the water. The surrounding environment includes lush green grass and trees, reflecting a peaceful African savanna. The zebra's reflection can be seen in the calm river waters, creating a harmonious visual balance. The scene is captured in a medium close-up, focusing on the zebra's head and the river, emphasizing the natural interaction between the animal and its habitat.",
+  "original_prompt": "a zebra bending down to drink water from a river",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/066.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2847.543613433838,
+  "excluded_context_kv_latency_ms": 786.6408920288086,
+  "wall_generation_s": 5.391378164291382,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.07622408121824265,
+    "psnr": 11.179077625274658,
+    "ssim": 0.40321123600006104,
+    "lpips": 0.25555887818336487,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 9.333333333333334
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_067.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_067.json
new file mode 100644
index 0000000000000000000000000000000000000000..32aebbe1f0785bcb9c84c4b45caba6e8598e6d0f
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_067.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 324,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 67,
+  "prompt": "A zebra sprinting towards a herd of zebras in a vast African savanna. The zebra is mid-stride, with its legs extended as it accelerates towards the group. It has a sleek black and white striped coat, and its mane flows freely behind it. The herd is scattered across the grasslands, grazing peacefully, with a few zebras lifting their heads to watch the newcomer. The sun is setting, casting a warm golden glow over the landscape. The background includes tall grasses and distant acacia trees. The scene is captured from a low-angle perspective to emphasize the zebra's speed and the expansive environment.",
+  "original_prompt": "a zebra running to join a herd of its kind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/067.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2468.4508244991302,
+  "excluded_context_kv_latency_ms": 791.6172485351562,
+  "wall_generation_s": 5.022512912750244,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.019537348300218582,
+    "psnr": 17.09134340286255,
+    "ssim": 0.6650818586349487,
+    "lpips": 0.27952978014945984,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 21.333333333333336,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 7.333333333333333
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_069.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_069.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d553a3dfb6cab09bab61ebe63e79e838a5489d4
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_069.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 326,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 69,
+  "prompt": "A serene African savanna scene with tall grasses and scattered trees. A tall giraffe, with distinctive brown spots on its creamy white coat, bends its long neck gracefully to drink from a calm river. The giraffe's gaze is focused intently on the water as it lowers its head, revealing its long eyelashes and gentle expression. The river reflects the golden hues of the late afternoon sun, casting a warm glow over the scene. The background shows the vast expanse of the savanna with distant hills. The video is a medium close-up, capturing the giraffe's elegant movement and the tranquil environment.",
+  "original_prompt": "a giraffe bending down to drink water from a river",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/069.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2786.630004644394,
+  "excluded_context_kv_latency_ms": 787.1102447509766,
+  "wall_generation_s": 5.333747148513794,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.04464303329586983,
+    "psnr": 13.502463102340698,
+    "ssim": 0.5502535104751587,
+    "lpips": 0.25943708419799805,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 23.0,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 8.999999999999998
+  }
+}
\ No newline at end of file
diff --git a/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_071.json b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_071.json
new file mode 100644
index 0000000000000000000000000000000000000000..03c5119235772397a668b9205a9177f0a8952d47
--- /dev/null
+++ b/eval_out/per_prompt/cf_flowcache_x1.3/subject_consistency_071.json
@@ -0,0 +1,38 @@
+{
+  "status": "complete",
+  "protocol": "Self-Forcing Extended-251 Full Evaluation",
+  "strategy": "cf_flowcache_x1.3",
+  "base_model": "causal_forcing",
+  "method": "flowcache",
+  "param": "thresh",
+  "param_value": 0.6487630208333333,
+  "target_speedup": 1.3,
+  "global_index": 328,
+  "prompt_suite": "subject_consistency",
+  "suite_index": 71,
+  "prompt": "A lone giraffe sprinting towards a herd of other giraffes in the vast African savanna. The giraffe has a slender neck and spots on its coat, with a determined and excited expression as it runs. In the background, the herd of giraffes is scattered but moving in unison across the grassland. The environment features tall acacia trees, dry grass, and rocky terrain. The scene captures the giraffe accelerating from a distance, gradually closing the gap between itself and the herd, with a sense of urgency and joy. Mid-shot, focusing on the giraffe running towards the herd, maintaining a dynamic perspective.",
+  "original_prompt": "a giraffe running to join a herd of its kind",
+  "seed": 0,
+  "video": "/local/zoubin/cz/projects/comparison/eval_out/generated_videos/cf_flowcache_x1.3/subject_consistency/071.mp4",
+  "num_frames": 81,
+  "height": 480,
+  "width": 832,
+  "fps": 16,
+  "policy_latency_ms": 2897.1488876342773,
+  "excluded_context_kv_latency_ms": 786.382568359375,
+  "wall_generation_s": 5.44261908531189,
+  "reference_strategy": "cf_ffff",
+  "pixel_metrics_vs_ffff": {
+    "mean_mse": 0.0422554686665535,
+    "psnr": 13.74117136001587,
+    "ssim": 0.5047817230224609,
+    "lpips": 0.3450285494327545,
+    "num_frames": 81
+  },
+  "cache_diagnostics": {
+    "denoise_forwards": 28,
+    "compute_equivalent_forwards": 24.333333333333332,
+    "middle_steps": 14,
+    "middle_compute_equivalent": 10.333333333333334
+  }
+}
\ No newline at end of file