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OR-Batch-Inference-Models

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  1. README.md +14 -0
  2. data/batch_models_2026-10-31.csv +72 -72
  3. data_dictionary.json +3 -1
README.md CHANGED
@@ -65,6 +65,8 @@ Machine-readable copy: [`data_dictionary.json`](data_dictionary.json). **Origin*
65
  | `reference_job_usd` | enriched | number | Cost in US$ of 4.5M input + 0.5M output tokens at batch prices (bulk-labelling job shape, 9:1). |
66
  | `stable_endpoint` | enriched | boolean | True if the id resolves to one fixed model version. False for dynamic aliases (`~` prefix or `latest` in the id, which OpenRouter says 'always redirects to the latest model') and for closed models whose canonical_slug has no date stamp (an upstream alias the provider can repoint). Rule: scripts/build_hf_dataset.py. |
67
  | `stability_basis` | enriched | string | Which branch of the stable_endpoint rule applied. |
 
 
68
 
69
  Tier boundaries sit in the widest gaps of the 2026-10-31 output-price ladder
70
  (2.50 → 3.75, 7.50 → 10, 15 → 25, 37.50 → 60).
@@ -81,4 +83,16 @@ did so for `gpt-4o` in 2024). That they are aliases is inferred from the undated
81
  does not state it. The other 68 have a dated `canonical_slug` (66) or are open weights with a fixed
82
  Hugging Face repo (2, gpt-oss).
83
 
 
 
 
 
 
 
 
 
 
 
 
 
84
  *Compiled by Claude Opus 5.5 for Daniel Rosehill, 2026-10-31.*
 
65
  | `reference_job_usd` | enriched | number | Cost in US$ of 4.5M input + 0.5M output tokens at batch prices (bulk-labelling job shape, 9:1). |
66
  | `stable_endpoint` | enriched | boolean | True if the id resolves to one fixed model version. False for dynamic aliases (`~` prefix or `latest` in the id, which OpenRouter says 'always redirects to the latest model') and for closed models whose canonical_slug has no date stamp (an upstream alias the provider can repoint). Rule: scripts/build_hf_dataset.py. |
67
  | `stability_basis` | enriched | string | Which branch of the stable_endpoint rule applied. |
68
+ | `offers_cache_pricing` | enriched | boolean | True when the batch id's API record publishes a prompt-cache read price (`pricing.input_cache_read`). False means no cache price is listed, not proof the provider never caches. |
69
+ | `cache_pricing` | api | string (JSON) or null | Cache prices from `pricing`, US$ per million tokens, as compact JSON: `read_usd_per_m` (`input_cache_read`), `write_usd_per_m` (`input_cache_write`, null when not published: usually automatic caching with no write premium), and `long_context` {`min_prompt_tokens`, `read_usd_per_m`, `write_usd_per_m`} when a long-context override lists cache prices. Empty when offers_cache_pricing is False. |
70
 
71
  Tier boundaries sit in the widest gaps of the 2026-10-31 output-price ladder
72
  (2.50 → 3.75, 7.50 → 10, 15 → 25, 37.50 → 60).
 
83
  does not state it. The other 68 have a dated `canonical_slug` (66) or are open weights with a fixed
84
  Hugging Face repo (2, gpt-oss).
85
 
86
+ ## Prompt caching
87
+
88
+ On 2026-10-31, 60 of 71 batch ids publish a cache read price (`offers_cache_pricing`). Read
89
+ price as a share of batch input price: 0.025× (Fable 5.1), 0.05× (Opus/Sonnet 5.5, GPT-6.1,
90
+ Gemini 4 Argon, GPT-6.1 Sol), 0.10× (most models), 0.16–0.25× (Grok 4.3, GLM, o3/o4-mini,
91
+ GPT-4.1) and 0.50× (GPT-4o, o3-mini). A write price is published for 31: 1.25× input for
92
+ Anthropic (15) and OpenAI GPT-5.6 Sol, GPT-6 and GPT-6.1 (12), 0.11–0.19× for Gemini 3.6–4 (4). The other 29 list no
93
+ write price (automatic caching, no write premium). No cache price: gpt-oss-20b/120b, Qwen 3.7
94
+ Plus, Mistral Medium 3.5, Gemini 3 Flash / 3.1 Pro preview, GPT-4 Turbo and the GPT-5 / 5.2 /
95
+ 5.4 / 5.5 Pro models. OpenRouter's batch guide says only that "prompt caching rates vary by
96
+ model"; whether requests inside one batch actually hit each other's cache is not confirmed.
97
+
98
  *Compiled by Claude Opus 5.5 for Daniel Rosehill, 2026-10-31.*
data/batch_models_2026-10-31.csv CHANGED
@@ -1,72 +1,72 @@
1
- snapshot_date,model_listed_utc,model,batch_id,name,context_length,input_modalities,batch_input_usd_per_m,batch_output_usd_per_m,sync_input_usd_per_m,sync_output_usd_per_m,batch_providers,canonical_slug,hugging_face_id,expiration_date,tier,tier_rank,sub_band,input_band,input_mismatch,out_in_ratio,reference_job_usd,stable_endpoint,stability_basis
2
- 2026-10-31,2025-08-05,openai/gpt-oss-20b,openai/gpt-oss-20b:batch,OpenAI: gpt-oss-20b (batch),131072,text,0.024,0.112,0.018,0.09,DeepInfra,openai/gpt-oss-20b,openai/gpt-oss-20b,,Cheap,1,1a,Cheap,False,4.7,0.16,True,"open weights, fixed Hugging Face repo"
3
- 2026-10-31,2025-08-05,openai/gpt-oss-120b,openai/gpt-oss-120b:batch,OpenAI: gpt-oss-120b (batch),131072,text,0.0296,0.136,0.15,0.6,DeepInfra,openai/gpt-oss-120b,openai/gpt-oss-120b,,Cheap,1,1a,Cheap,False,4.6,0.2,True,"open weights, fixed Hugging Face repo"
4
- 2026-10-31,2026-09-10,deepseek/deepseek-v4.1-flash,deepseek/deepseek-v4.1-flash:batch,DeepSeek: DeepSeek V4.1 Flash (batch),1048576,text;image,0.05,0.15,0.045,0.5,Sail Research;DeepInfra,deepseek/deepseek-v4.1-flash-20260910,deepseek-ai/DeepSeek-V4.1-Flash,,Cheap,1,1a,Cheap,False,3.0,0.3,True,dated canonical_slug
5
- 2026-10-31,2026-08-26,z-ai/glm-5.3-flash,z-ai/glm-5.3-flash:batch,Z.ai: GLM 5.3 Flash (batch),1048576,text;image;video,0.05,0.18,0.0163,0.1479,Sail Research;DeepInfra,z-ai/glm-5.3-flash-20260826,zai-org/GLM-5.3-Flash,,Cheap,1,1a,Cheap,False,3.6,0.32,True,dated canonical_slug
6
- 2026-10-31,2025-08-07,openai/gpt-5-nano,openai/gpt-5-nano:batch,OpenAI: GPT-5 Nano (batch),400000,text;image;file,0.025,0.2,0.05,0.4,OpenAI,openai/gpt-5-nano-2025-08-07,,,Cheap,1,1a,Cheap,False,8.0,0.21,True,dated canonical_slug
7
- 2026-10-31,2025-04-14,openai/gpt-4.1-nano,openai/gpt-4.1-nano:batch,OpenAI: GPT-4.1 Nano (batch),1047576,image;text;file,0.05,0.2,0.1,0.4,OpenAI,openai/gpt-4.1-nano-2025-04-14,,,Cheap,1,1a,Cheap,False,4.0,0.33,True,dated canonical_slug
8
- 2026-10-31,2026-10-07,anthropic/claude-haiku-5.5,anthropic/claude-haiku-5.5:batch,Anthropic: Claude Haiku 5.5 (batch),1000000,text;image;file,0.05,0.25,0.1,0.5,Anthropic,anthropic/claude-haiku-5.5-20261007,,,Cheap,1,1a,Cheap,False,5.0,0.35,True,dated canonical_slug
9
- 2026-10-31,2026-09-22,openai/gpt-6-luna,openai/gpt-6-luna:batch,OpenAI: GPT-6 Luna (batch),1050000,file;image;text,0.05,0.25,0.1,0.5,OpenAI,openai/gpt-6-luna-20260922,,,Cheap,1,1a,Cheap,False,5.0,0.35,True,dated canonical_slug
10
- 2026-10-31,2026-09-22,openai/gpt-6-luna-pro,openai/gpt-6-luna-pro:batch,OpenAI: GPT-6 Luna Pro (batch),1050000,file;image;text,0.05,0.25,0.1,0.5,OpenAI,openai/gpt-6-luna-pro-20260922,,,Cheap,1,1a,Cheap,False,5.0,0.35,True,dated canonical_slug
11
- 2026-10-31,2024-07-18,openai/gpt-4o-mini,openai/gpt-4o-mini:batch,OpenAI: GPT-4o-mini (batch),128000,text;image;file,0.075,0.3,0.15,0.6,OpenAI,openai/gpt-4o-mini,,,Cheap,1,1a,Cheap,False,4.0,0.49,False,"undated canonical_slug, closed weights: provider alias that can be repointed"
12
- 2026-10-31,2026-07-09,openai/gpt-5.6-luna,openai/gpt-5.6-luna:batch,OpenAI: GPT-5.6 Luna (batch),1050000,file;image;text,0.1,0.6,0.2,1.2,OpenAI,openai/gpt-5.6-luna-20260709,,,Cheap,1,1a,Cheap,False,6.0,0.75,True,dated canonical_slug
13
- 2026-10-31,2026-07-09,openai/gpt-5.6-luna-pro,openai/gpt-5.6-luna-pro:batch,OpenAI: GPT-5.6 Luna Pro (batch),1050000,file;image;text,0.1,0.6,0.2,1.2,OpenAI,openai/gpt-5.6-luna-pro-20260709,,,Cheap,1,1a,Cheap,False,6.0,0.75,True,dated canonical_slug
14
- 2026-10-31,2026-03-17,openai/gpt-5.4-nano,openai/gpt-5.4-nano:batch,OpenAI: GPT-5.4 Nano (batch),400000,file;image;text,0.1,0.625,0.2,1.25,OpenAI,openai/gpt-5.4-nano-20260317,,,Cheap,1,1a,Cheap,False,6.2,0.76,True,dated canonical_slug
15
- 2026-10-31,2026-05-07,google/gemini-3.1-flash-lite,google/gemini-3.1-flash-lite:batch,Google: Gemini 3.1 Flash Lite (batch),1048576,text;image;video;file;audio,0.125,0.75,0.25,1.5,Google,google/gemini-3.1-flash-lite-20260507,,,Cheap,1,1a,Cheap,False,6.0,0.94,True,dated canonical_slug
16
- 2026-10-31,2025-04-14,openai/gpt-4.1-mini,openai/gpt-4.1-mini:batch,OpenAI: GPT-4.1 Mini (batch),1047576,image;text;file,0.2,0.8,0.4,1.6,OpenAI,openai/gpt-4.1-mini-2025-04-14,,,Cheap,1,1a,Cheap,False,4.0,1.3,True,dated canonical_slug
17
- 2026-10-31,2026-06-03,qwen/qwen3.7-plus,qwen/qwen3.7-plus:batch,Qwen: Qwen3.7 Plus (batch),262144,text;image,0.23,0.92,0.32,1.28,Alibaba,qwen/qwen3.7-plus-20260602,,,Cheap,1,1a,Cheap,False,4.0,1.5,True,dated canonical_slug
18
- 2026-10-31,2025-08-07,openai/gpt-5-mini,openai/gpt-5-mini:batch,OpenAI: GPT-5 Mini (batch),400000,text;image;file,0.125,1.0,0.25,2.0,OpenAI,openai/gpt-5-mini-2025-08-07,,,Cheap,1,1a,Cheap,False,8.0,1.06,True,dated canonical_slug
19
- 2026-10-31,2026-07-21,google/gemini-3.5-flash-lite,google/gemini-3.5-flash-lite:batch,Google: Gemini 3.5 Flash Lite (batch),1048576,text;image;video;file;audio,0.15,1.25,0.3,2.5,Google,google/gemini-3.5-flash-lite-20260721,,,Cheap,1,1b,Cheap,False,8.3,1.3,True,dated canonical_slug
20
- 2026-10-31,2025-12-17,google/gemini-3-flash-preview,google/gemini-3-flash-preview:batch,Google: Gemini 3 Flash Preview (batch),1048576,text;image;file;audio;video,0.25,1.5,0.5,3.0,Google,google/gemini-3-flash-preview-20251217,,,Cheap,1,1b,Cheap,False,6.0,1.88,True,dated canonical_slug
21
- 2026-10-31,2026-07-21,google/gemini-3.6-flash,google/gemini-3.6-flash:batch,Google: Gemini 3.6 Flash (batch),1048576,text;image;video;file;audio,0.375,1.875,0.75,3.75,Google,google/gemini-3.6-flash-20260721,,,Cheap,1,1b,Cheap,False,5.0,2.62,True,dated canonical_slug
22
- 2026-10-31,2026-08-13,google/gemini-3.7-flash,google/gemini-3.7-flash:batch,Google: Gemini 3.7 Flash (batch),1048576,text;image;video;file;audio,0.375,1.875,0.75,3.75,Google,google/gemini-3.7-flash-20260813,,,Cheap,1,1b,Cheap,False,5.0,2.62,True,dated canonical_slug
23
- 2026-10-31,2026-09-02,google/gemini-3.8-flash,google/gemini-3.8-flash:batch,Google: Gemini 3.8 Flash (batch),1048576,text;image;video;file;audio,0.375,1.875,0.825,4.125,Google,google/gemini-3.8-flash-20260902,,,Cheap,1,1b,Cheap,False,5.0,2.62,True,dated canonical_slug
24
- 2026-10-31,2026-08-18,z-ai/glm-5.3,z-ai/glm-5.3:batch,Z.ai: GLM 5.3 (batch),1048576,text,0.45,2.0,0.0699,1.4,DeepInfra,z-ai/glm-5.3-20260816,zai-org/GLM-5.3,,Cheap,1,1b,Cheap,False,4.4,3.02,True,dated canonical_slug
25
- 2026-10-31,2026-04-30,x-ai/grok-4.3,x-ai/grok-4.3:batch,SpaceXAI: Grok 4.3 (batch),1000000,text;image;file,1.0,2.0,1.25,2.5,xAI,x-ai/grok-4.3-20260430,,,Cheap,1,1b,Mid,True,2.0,5.5,True,dated canonical_slug
26
- 2026-10-31,2025-01-31,openai/o3-mini,openai/o3-mini:batch,OpenAI: o3 Mini (batch),200000,text;file,0.55,2.2,,,OpenAI,openai/o3-mini-2025-01-31,,,Cheap,1,1b,Cheap,False,4.0,3.58,True,dated canonical_slug
27
- 2026-10-31,2025-04-16,openai/o4-mini,openai/o4-mini:batch,OpenAI: o4 Mini (batch),200000,image;text;file,0.55,2.2,,,OpenAI,openai/o4-mini-2025-04-16,,,Cheap,1,1b,Cheap,False,4.0,3.58,True,dated canonical_slug
28
- 2026-10-31,2026-03-17,openai/gpt-5.4-mini,openai/gpt-5.4-mini:batch,OpenAI: GPT-5.4 Mini (batch),400000,file;image;text,0.375,2.25,0.75,4.5,OpenAI,openai/gpt-5.4-mini-20260317,,,Cheap,1,1b,Cheap,False,6.0,2.81,True,dated canonical_slug
29
- 2026-10-31,2025-10-15,anthropic/claude-haiku-4.5,anthropic/claude-haiku-4.5:batch,Anthropic: Claude Haiku 4.5 (batch),200000,text;image;file,0.5,2.5,1.0,5.0,Anthropic,anthropic/claude-4.5-haiku-20251001,,,Cheap,1,1b,Cheap,False,5.0,3.5,True,dated canonical_slug
30
- 2026-10-31,2026-10-26,openai/gpt-6.1-terra,openai/gpt-6.1-terra:batch,OpenAI: GPT-6.1 Terra (batch),1050000,file;image;text,0.5,2.5,1.0,5.0,OpenAI,openai/gpt-6.1-terra-20261026,,,Cheap,1,1b,Cheap,False,5.0,3.5,True,dated canonical_slug
31
- 2026-10-31,2026-10-26,openai/gpt-6.1-terra-pro,openai/gpt-6.1-terra-pro:batch,OpenAI: GPT-6.1 Terra Pro (batch),1050000,file;image;text,0.5,2.5,1.0,5.0,OpenAI,openai/gpt-6.1-terra-pro-20261026,,,Cheap,1,1b,Cheap,False,5.0,3.5,True,dated canonical_slug
32
- 2026-10-31,2026-04-30,mistralai/mistral-medium-3-5,mistralai/mistral-medium-3-5:batch,Mistral: Mistral Medium 3.5 (batch),262144,text;image;file,0.75,3.75,1.5,7.5,Mistral,mistralai/mistral-medium-3.5-20260430,,,Mid,2,2a,Mid,False,5.0,5.25,True,dated canonical_slug
33
- 2026-10-31,2025-04-14,openai/gpt-4.1,openai/gpt-4.1:batch,OpenAI: GPT-4.1 (batch),1047576,image;text;file,1.0,4.0,2.0,8.0,OpenAI,openai/gpt-4.1-2025-04-14,,,Mid,2,2a,Mid,False,4.0,6.5,True,dated canonical_slug
34
- 2026-10-31,2025-04-16,openai/o3,openai/o3:batch,OpenAI: o3 (batch),200000,image;text;file,1.0,4.0,2.0,8.0,OpenAI,openai/o3-2025-04-16,,,Mid,2,2a,Mid,False,4.0,6.5,True,dated canonical_slug
35
- 2026-10-31,2026-05-19,google/gemini-3.5-flash,google/gemini-3.5-flash:batch,Google: Gemini 3.5 Flash (batch),1048576,text;image;video;file;audio,0.75,4.5,1.5,9.0,Google,google/gemini-3.5-flash-20260519,,,Mid,2,2a,Mid,False,6.0,5.62,True,dated canonical_slug
36
- 2026-10-31,2025-08-07,openai/gpt-5,openai/gpt-5:batch,OpenAI: GPT-5 (batch),400000,text;image;file,0.625,5.0,1.25,10.0,OpenAI,openai/gpt-5-2025-08-07,,,Mid,2,2a,Mid,False,8.0,5.31,True,dated canonical_slug
37
- 2026-10-31,2025-11-13,openai/gpt-5.1,openai/gpt-5.1:batch,OpenAI: GPT-5.1 (batch),400000,image;text;file,0.625,5.0,1.25,10.0,OpenAI,openai/gpt-5.1-20251113,,,Mid,2,2a,Mid,False,8.0,5.31,True,dated canonical_slug
38
- 2026-10-31,2026-06-30,anthropic/claude-sonnet-5,anthropic/claude-sonnet-5:batch,Anthropic: Claude Sonnet 5 (batch),1000000,text;image;file,1.0,5.0,2.0,10.0,Anthropic,anthropic/claude-sonnet-5-20260630,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug
39
- 2026-10-31,2026-09-28,anthropic/claude-sonnet-5.5,anthropic/claude-sonnet-5.5:batch,Anthropic: Claude Sonnet 5.5 (batch),1000000,text;image;file,1.0,5.0,2.0,10.0,Anthropic,anthropic/claude-sonnet-5.5-20260928,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug
40
- 2026-10-31,2026-10-13,google/gemini-4-argon,google/gemini-4-argon:batch,Google: Gemini 4 Argon (batch),1048576,audio;file;image;text;video,1.0,5.0,2.0,10.0,Google,google/gemini-4-argon-20261013,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug
41
- 2026-10-31,2026-09-22,openai/gpt-6-sol,openai/gpt-6-sol:batch,OpenAI: GPT-6 Sol (batch),1050000,file;image;text,1.0,5.0,2.0,10.0,OpenAI,openai/gpt-6-sol-20260922,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug
42
- 2026-10-31,2026-09-22,openai/gpt-6-sol-pro,openai/gpt-6-sol-pro:batch,OpenAI: GPT-6 Sol Pro (batch),1050000,file;image;text,1.0,5.0,2.0,10.0,OpenAI,openai/gpt-6-sol-pro-20260922,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug
43
- 2026-10-31,2026-09-29,openai/gpt-6.1-sol,openai/gpt-6.1-sol:batch,OpenAI: GPT-6.1 Sol (batch),1050000,file;image;text,1.0,5.0,2.0,10.0,OpenAI,openai/gpt-6.1-sol-20260929,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug
44
- 2026-10-31,2026-09-29,openai/gpt-6.1-sol-pro,openai/gpt-6.1-sol-pro:batch,OpenAI: GPT-6.1 Sol Pro (batch),1050000,file;image;text,1.0,5.0,2.0,10.0,OpenAI,openai/gpt-6.1-sol-pro-20260929,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug
45
- 2026-10-31,2024-05-13,openai/gpt-4o,openai/gpt-4o:batch,OpenAI: GPT-4o (batch),128000,text;image;file,1.25,5.0,2.5,10.0,OpenAI,openai/gpt-4o,,,Mid,2,2a,Mid,False,4.0,8.12,False,"undated canonical_slug, closed weights: provider alias that can be repointed"
46
- 2026-10-31,2026-02-19,google/gemini-3.1-pro-preview,google/gemini-3.1-pro-preview:batch,Google: Gemini 3.1 Pro Preview (batch),1048576,audio;file;image;text;video,1.0,6.0,2.0,12.0,Google,google/gemini-3.1-pro-preview-20260219,,,Mid,2,2a,Mid,False,6.0,7.5,True,dated canonical_slug
47
- 2026-10-31,2026-07-09,openai/gpt-5.6-terra,openai/gpt-5.6-terra:batch,OpenAI: GPT-5.6 Terra (batch),1050000,file;image;text,1.0,6.0,2.0,12.0,OpenAI,openai/gpt-5.6-terra-20260709,,,Mid,2,2a,Mid,False,6.0,7.5,True,dated canonical_slug
48
- 2026-10-31,2026-07-09,openai/gpt-5.6-terra-pro,openai/gpt-5.6-terra-pro:batch,OpenAI: GPT-5.6 Terra Pro (batch),1050000,file;image;text,1.0,6.0,2.0,12.0,OpenAI,openai/gpt-5.6-terra-pro-20260709,,,Mid,2,2a,Mid,False,6.0,7.5,True,dated canonical_slug
49
- 2026-10-31,2025-12-10,openai/gpt-5.2,openai/gpt-5.2:batch,OpenAI: GPT-5.2 (batch),400000,file;image;text,0.875,7.0,1.75,14.0,OpenAI,openai/gpt-5.2-20251211,,,Mid,2,2a,Mid,False,8.0,7.44,True,dated canonical_slug
50
- 2026-10-31,2026-03-05,openai/gpt-5.4,openai/gpt-5.4:batch,OpenAI: GPT-5.4 (batch),1050000,text;image;file,1.25,7.5,2.5,15.0,OpenAI,openai/gpt-5.4-20260305,,,Mid,2,2a,Mid,False,6.0,9.38,True,dated canonical_slug
51
- 2026-10-31,2025-09-29,anthropic/claude-sonnet-4.5,anthropic/claude-sonnet-4.5:batch,Anthropic: Claude Sonnet 4.5 (batch),1000000,text;image;file,1.5,7.5,3.0,15.0,Anthropic,anthropic/claude-4.5-sonnet-20250929,,,Mid,2,2a,Mid,False,5.0,10.5,True,dated canonical_slug
52
- 2026-10-31,2026-02-17,anthropic/claude-sonnet-4.6,anthropic/claude-sonnet-4.6:batch,Anthropic: Claude Sonnet 4.6 (batch),1000000,text;image;file,1.5,7.5,3.0,15.0,Anthropic,anthropic/claude-4.6-sonnet-20260217,,,Mid,2,2a,Mid,False,5.0,10.5,True,dated canonical_slug
53
- 2026-10-31,2026-09-22,anthropic/claude-opus-5.5,anthropic/claude-opus-5.5:batch,Anthropic: Claude Opus 5.5 (batch),1000000,text;image;file,2.0,10.0,4.0,20.0,Anthropic,anthropic/claude-opus-5.5-20260921,,,Mid,2,2b,Mid,False,5.0,14.0,True,dated canonical_slug
54
- 2026-10-31,2026-07-09,openai/gpt-5.6-sol,openai/gpt-5.6-sol:batch,OpenAI: GPT-5.6 Sol (batch),1050000,file;image;text,2.0,10.0,4.0,20.0,OpenAI,openai/gpt-5.6-sol-20260709,,,Mid,2,2b,Mid,False,5.0,14.0,True,dated canonical_slug
55
- 2026-10-31,2026-07-09,openai/gpt-5.6-sol-pro,openai/gpt-5.6-sol-pro:batch,OpenAI: GPT-5.6 Sol Pro (batch),1050000,file;image;text,2.0,10.0,4.0,20.0,OpenAI,openai/gpt-5.6-sol-pro-20260709,,,Mid,2,2b,Mid,False,5.0,14.0,True,dated canonical_slug
56
- 2026-10-31,2026-07-16,moonshotai/kimi-k3,moonshotai/kimi-k3:batch,MoonshotAI: Kimi K3 (batch),1048576,text;image;video,2.28,11.4,0.192,15.0,DeepInfra,moonshotai/kimi-k3-20260715,moonshotai/Kimi-K3,,Mid,2,2b,Mid,False,5.0,15.96,True,dated canonical_slug
57
- 2026-10-31,2025-11-24,anthropic/claude-opus-4.5,anthropic/claude-opus-4.5:batch,Anthropic: Claude Opus 4.5 (batch),200000,file;image;text,2.5,12.5,5.0,25.0,Anthropic,anthropic/claude-4.5-opus-20251124,,,Mid,2,2b,Mid,False,5.0,17.5,True,dated canonical_slug
58
- 2026-10-31,2026-02-04,anthropic/claude-opus-4.6,anthropic/claude-opus-4.6:batch,Anthropic: Claude Opus 4.6 (batch),1000000,text;image;file,2.5,12.5,5.0,25.0,Anthropic,anthropic/claude-4.6-opus-20260205,,,Mid,2,2b,Mid,False,5.0,17.5,True,dated canonical_slug
59
- 2026-10-31,2026-04-16,anthropic/claude-opus-4.7,anthropic/claude-opus-4.7:batch,Anthropic: Claude Opus 4.7 (batch),1000000,text;image;file,2.5,12.5,5.0,25.0,Anthropic,anthropic/claude-4.7-opus-20260416,,,Mid,2,2b,Mid,False,5.0,17.5,True,dated canonical_slug
60
- 2026-10-31,2026-05-27,anthropic/claude-opus-4.8,anthropic/claude-opus-4.8:batch,Anthropic: Claude Opus 4.8 (batch),1000000,text;image;file,2.5,12.5,5.0,25.0,Anthropic,anthropic/claude-4.8-opus-20260528,,,Mid,2,2b,Mid,False,5.0,17.5,True,dated canonical_slug
61
- 2026-10-31,2026-07-24,anthropic/claude-opus-5,anthropic/claude-opus-5:batch,Anthropic: Claude Opus 5 (batch),1000000,text;image;file,2.5,12.5,5.0,25.0,Anthropic,anthropic/claude-opus-5-20260723,,,Mid,2,2b,Mid,False,5.0,17.5,True,dated canonical_slug
62
- 2026-10-31,2026-04-24,openai/gpt-5.5,openai/gpt-5.5:batch,OpenAI: GPT-5.5 (batch),1050000,file;image;text,2.5,15.0,5.0,30.0,OpenAI,openai/gpt-5.5-20260423,,,Mid,2,2b,Mid,False,6.0,18.75,True,dated canonical_slug
63
- 2026-10-31,2024-04-09,openai/gpt-4-turbo,openai/gpt-4-turbo:batch,OpenAI: GPT-4 Turbo (batch),128000,text;image,5.0,15.0,,,OpenAI,openai/gpt-4-turbo,,,Mid,2,2b,Expensive,True,3.0,30.0,False,"undated canonical_slug, closed weights: provider alias that can be repointed"
64
- 2026-10-31,2026-06-09,anthropic/claude-fable-5,anthropic/claude-fable-5:batch,Anthropic: Claude Fable 5 (batch),1000000,text;image;file,5.0,25.0,10.0,50.0,Anthropic,anthropic/claude-5-fable-20260609,,,Expensive,3,3a,Expensive,False,5.0,35.0,True,dated canonical_slug
65
- 2026-10-31,2026-09-01,anthropic/claude-fable-5.1,anthropic/claude-fable-5.1:batch,Anthropic: Claude Fable 5.1 (batch),1000000,text;image;file,5.0,25.0,10.0,50.0,Anthropic,anthropic/claude-fable-5.1-20260831,,,Expensive,3,3a,Expensive,False,5.0,35.0,True,dated canonical_slug
66
- 2026-10-31,2026-09-04,openai/gpt-6-astra,openai/gpt-6-astra:batch,OpenAI: GPT-6 Astra (batch),1050000,file;image;text,5.0,25.0,10.0,50.0,OpenAI,openai/gpt-6-astra-20260903,,,Expensive,3,3a,Expensive,False,5.0,35.0,True,dated canonical_slug
67
- 2026-10-31,2026-09-04,openai/gpt-6-astra-pro,openai/gpt-6-astra-pro:batch,OpenAI: GPT-6 Astra Pro (batch),1050000,file;image;text,5.0,25.0,10.0,50.0,OpenAI,openai/gpt-6-astra-pro-20260903,,,Expensive,3,3a,Expensive,False,5.0,35.0,True,dated canonical_slug
68
- 2026-10-31,2025-08-05,anthropic/claude-opus-4.1,anthropic/claude-opus-4.1:batch,Anthropic: Claude Opus 4.1 (batch),200000,image;text;file,7.5,37.5,15.0,75.0,Anthropic,anthropic/claude-4.1-opus-20250805,,,Expensive,3,3a,Expensive,False,5.0,52.5,True,dated canonical_slug
69
- 2026-10-31,2025-10-06,openai/gpt-5-pro,openai/gpt-5-pro:batch,OpenAI: GPT-5 Pro (batch),400000,image;text;file,7.5,60.0,15.0,120.0,OpenAI,openai/gpt-5-pro-2025-10-06,,,Expensive,3,3b,Expensive,False,8.0,63.75,True,dated canonical_slug
70
- 2026-10-31,2025-12-10,openai/gpt-5.2-pro,openai/gpt-5.2-pro:batch,OpenAI: GPT-5.2 Pro (batch),400000,image;text;file,10.5,84.0,21.0,168.0,OpenAI,openai/gpt-5.2-pro-20251211,,,Expensive,3,3b,Expensive,False,8.0,89.25,True,dated canonical_slug
71
- 2026-10-31,2026-03-05,openai/gpt-5.4-pro,openai/gpt-5.4-pro:batch,OpenAI: GPT-5.4 Pro (batch),1050000,text;image;file,15.0,90.0,30.0,180.0,OpenAI,openai/gpt-5.4-pro-20260305,,,Expensive,3,3b,Expensive,False,6.0,112.5,True,dated canonical_slug
72
- 2026-10-31,2026-04-24,openai/gpt-5.5-pro,openai/gpt-5.5-pro:batch,OpenAI: GPT-5.5 Pro (batch),1050000,file;image;text,15.0,90.0,30.0,180.0,OpenAI,openai/gpt-5.5-pro-20260423,,,Expensive,3,3b,Expensive,False,6.0,112.5,True,dated canonical_slug
 
1
+ snapshot_date,model_listed_utc,model,batch_id,name,context_length,input_modalities,batch_input_usd_per_m,batch_output_usd_per_m,sync_input_usd_per_m,sync_output_usd_per_m,batch_providers,canonical_slug,hugging_face_id,expiration_date,tier,tier_rank,sub_band,input_band,input_mismatch,out_in_ratio,reference_job_usd,stable_endpoint,stability_basis,offers_cache_pricing,cache_pricing
2
+ 2026-10-31,2025-08-05,openai/gpt-oss-20b,openai/gpt-oss-20b:batch,OpenAI: gpt-oss-20b (batch),131072,text,0.024,0.112,0.018,0.09,DeepInfra,openai/gpt-oss-20b,openai/gpt-oss-20b,,Cheap,1,1a,Cheap,False,4.7,0.16,True,"open weights, fixed Hugging Face repo",False,
3
+ 2026-10-31,2025-08-05,openai/gpt-oss-120b,openai/gpt-oss-120b:batch,OpenAI: gpt-oss-120b (batch),131072,text,0.0296,0.136,0.15,0.6,DeepInfra,openai/gpt-oss-120b,openai/gpt-oss-120b,,Cheap,1,1a,Cheap,False,4.6,0.2,True,"open weights, fixed Hugging Face repo",False,
4
+ 2026-10-31,2026-09-10,deepseek/deepseek-v4.1-flash,deepseek/deepseek-v4.1-flash:batch,DeepSeek: DeepSeek V4.1 Flash (batch),1048576,text;image,0.05,0.15,0.045,0.5,Sail Research;DeepInfra,deepseek/deepseek-v4.1-flash-20260910,deepseek-ai/DeepSeek-V4.1-Flash,,Cheap,1,1a,Cheap,False,3.0,0.3,True,dated canonical_slug,True,"{""read_usd_per_m"":0.004,""write_usd_per_m"":null}"
5
+ 2026-10-31,2026-08-26,z-ai/glm-5.3-flash,z-ai/glm-5.3-flash:batch,Z.ai: GLM 5.3 Flash (batch),1048576,text;image;video,0.05,0.18,0.0163,0.1479,Sail Research;DeepInfra,z-ai/glm-5.3-flash-20260826,zai-org/GLM-5.3-Flash,,Cheap,1,1a,Cheap,False,3.6,0.32,True,dated canonical_slug,True,"{""read_usd_per_m"":0.01,""write_usd_per_m"":null}"
6
+ 2026-10-31,2025-08-07,openai/gpt-5-nano,openai/gpt-5-nano:batch,OpenAI: GPT-5 Nano (batch),400000,text;image;file,0.025,0.2,0.05,0.4,OpenAI,openai/gpt-5-nano-2025-08-07,,,Cheap,1,1a,Cheap,False,8.0,0.21,True,dated canonical_slug,True,"{""read_usd_per_m"":0.0025,""write_usd_per_m"":null}"
7
+ 2026-10-31,2025-04-14,openai/gpt-4.1-nano,openai/gpt-4.1-nano:batch,OpenAI: GPT-4.1 Nano (batch),1047576,image;text;file,0.05,0.2,0.1,0.4,OpenAI,openai/gpt-4.1-nano-2025-04-14,,,Cheap,1,1a,Cheap,False,4.0,0.33,True,dated canonical_slug,True,"{""read_usd_per_m"":0.0125,""write_usd_per_m"":null}"
8
+ 2026-10-31,2026-10-07,anthropic/claude-haiku-5.5,anthropic/claude-haiku-5.5:batch,Anthropic: Claude Haiku 5.5 (batch),1000000,text;image;file,0.05,0.25,0.1,0.5,Anthropic,anthropic/claude-haiku-5.5-20261007,,,Cheap,1,1a,Cheap,False,5.0,0.35,True,dated canonical_slug,True,"{""read_usd_per_m"":0.005,""write_usd_per_m"":0.0625,""long_context"":{""min_prompt_tokens"":100000,""read_usd_per_m"":0.025,""write_usd_per_m"":0.3125}}"
9
+ 2026-10-31,2026-09-22,openai/gpt-6-luna,openai/gpt-6-luna:batch,OpenAI: GPT-6 Luna (batch),1050000,file;image;text,0.05,0.25,0.1,0.5,OpenAI,openai/gpt-6-luna-20260922,,,Cheap,1,1a,Cheap,False,5.0,0.35,True,dated canonical_slug,True,"{""read_usd_per_m"":0.005,""write_usd_per_m"":0.0625,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.01,""write_usd_per_m"":0.125}}"
10
+ 2026-10-31,2026-09-22,openai/gpt-6-luna-pro,openai/gpt-6-luna-pro:batch,OpenAI: GPT-6 Luna Pro (batch),1050000,file;image;text,0.05,0.25,0.1,0.5,OpenAI,openai/gpt-6-luna-pro-20260922,,,Cheap,1,1a,Cheap,False,5.0,0.35,True,dated canonical_slug,True,"{""read_usd_per_m"":0.005,""write_usd_per_m"":0.0625,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.01,""write_usd_per_m"":0.125}}"
11
+ 2026-10-31,2024-07-18,openai/gpt-4o-mini,openai/gpt-4o-mini:batch,OpenAI: GPT-4o-mini (batch),128000,text;image;file,0.075,0.3,0.15,0.6,OpenAI,openai/gpt-4o-mini,,,Cheap,1,1a,Cheap,False,4.0,0.49,False,"undated canonical_slug, closed weights: provider alias that can be repointed",True,"{""read_usd_per_m"":0.0375,""write_usd_per_m"":null}"
12
+ 2026-10-31,2026-07-09,openai/gpt-5.6-luna,openai/gpt-5.6-luna:batch,OpenAI: GPT-5.6 Luna (batch),1050000,file;image;text,0.1,0.6,0.2,1.2,OpenAI,openai/gpt-5.6-luna-20260709,,,Cheap,1,1a,Cheap,False,6.0,0.75,True,dated canonical_slug,True,"{""read_usd_per_m"":0.01,""write_usd_per_m"":null,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.02,""write_usd_per_m"":null}}"
13
+ 2026-10-31,2026-07-09,openai/gpt-5.6-luna-pro,openai/gpt-5.6-luna-pro:batch,OpenAI: GPT-5.6 Luna Pro (batch),1050000,file;image;text,0.1,0.6,0.2,1.2,OpenAI,openai/gpt-5.6-luna-pro-20260709,,,Cheap,1,1a,Cheap,False,6.0,0.75,True,dated canonical_slug,True,"{""read_usd_per_m"":0.01,""write_usd_per_m"":null,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.02,""write_usd_per_m"":null}}"
14
+ 2026-10-31,2026-03-17,openai/gpt-5.4-nano,openai/gpt-5.4-nano:batch,OpenAI: GPT-5.4 Nano (batch),400000,file;image;text,0.1,0.625,0.2,1.25,OpenAI,openai/gpt-5.4-nano-20260317,,,Cheap,1,1a,Cheap,False,6.2,0.76,True,dated canonical_slug,True,"{""read_usd_per_m"":0.01,""write_usd_per_m"":null}"
15
+ 2026-10-31,2026-05-07,google/gemini-3.1-flash-lite,google/gemini-3.1-flash-lite:batch,Google: Gemini 3.1 Flash Lite (batch),1048576,text;image;video;file;audio,0.125,0.75,0.25,1.5,Google,google/gemini-3.1-flash-lite-20260507,,,Cheap,1,1a,Cheap,False,6.0,0.94,True,dated canonical_slug,True,"{""read_usd_per_m"":0.0125,""write_usd_per_m"":null}"
16
+ 2026-10-31,2025-04-14,openai/gpt-4.1-mini,openai/gpt-4.1-mini:batch,OpenAI: GPT-4.1 Mini (batch),1047576,image;text;file,0.2,0.8,0.4,1.6,OpenAI,openai/gpt-4.1-mini-2025-04-14,,,Cheap,1,1a,Cheap,False,4.0,1.3,True,dated canonical_slug,True,"{""read_usd_per_m"":0.05,""write_usd_per_m"":null}"
17
+ 2026-10-31,2026-06-03,qwen/qwen3.7-plus,qwen/qwen3.7-plus:batch,Qwen: Qwen3.7 Plus (batch),262144,text;image,0.23,0.92,0.32,1.28,Alibaba,qwen/qwen3.7-plus-20260602,,,Cheap,1,1a,Cheap,False,4.0,1.5,True,dated canonical_slug,False,
18
+ 2026-10-31,2025-08-07,openai/gpt-5-mini,openai/gpt-5-mini:batch,OpenAI: GPT-5 Mini (batch),400000,text;image;file,0.125,1.0,0.25,2.0,OpenAI,openai/gpt-5-mini-2025-08-07,,,Cheap,1,1a,Cheap,False,8.0,1.06,True,dated canonical_slug,True,"{""read_usd_per_m"":0.0125,""write_usd_per_m"":null}"
19
+ 2026-10-31,2026-07-21,google/gemini-3.5-flash-lite,google/gemini-3.5-flash-lite:batch,Google: Gemini 3.5 Flash Lite (batch),1048576,text;image;video;file;audio,0.15,1.25,0.3,2.5,Google,google/gemini-3.5-flash-lite-20260721,,,Cheap,1,1b,Cheap,False,8.3,1.3,True,dated canonical_slug,True,"{""read_usd_per_m"":0.015,""write_usd_per_m"":null}"
20
+ 2026-10-31,2025-12-17,google/gemini-3-flash-preview,google/gemini-3-flash-preview:batch,Google: Gemini 3 Flash Preview (batch),1048576,text;image;file;audio;video,0.25,1.5,0.5,3.0,Google,google/gemini-3-flash-preview-20251217,,,Cheap,1,1b,Cheap,False,6.0,1.88,True,dated canonical_slug,False,
21
+ 2026-10-31,2026-07-21,google/gemini-3.6-flash,google/gemini-3.6-flash:batch,Google: Gemini 3.6 Flash (batch),1048576,text;image;video;file;audio,0.375,1.875,0.75,3.75,Google,google/gemini-3.6-flash-20260721,,,Cheap,1,1b,Cheap,False,5.0,2.62,True,dated canonical_slug,True,"{""read_usd_per_m"":0.0375,""write_usd_per_m"":0.041667}"
22
+ 2026-10-31,2026-08-13,google/gemini-3.7-flash,google/gemini-3.7-flash:batch,Google: Gemini 3.7 Flash (batch),1048576,text;image;video;file;audio,0.375,1.875,0.75,3.75,Google,google/gemini-3.7-flash-20260813,,,Cheap,1,1b,Cheap,False,5.0,2.62,True,dated canonical_slug,True,"{""read_usd_per_m"":0.0375,""write_usd_per_m"":0.041667}"
23
+ 2026-10-31,2026-09-02,google/gemini-3.8-flash,google/gemini-3.8-flash:batch,Google: Gemini 3.8 Flash (batch),1048576,text;image;video;file;audio,0.375,1.875,0.825,4.125,Google,google/gemini-3.8-flash-20260902,,,Cheap,1,1b,Cheap,False,5.0,2.62,True,dated canonical_slug,True,"{""read_usd_per_m"":0.0375,""write_usd_per_m"":0.041667}"
24
+ 2026-10-31,2026-08-18,z-ai/glm-5.3,z-ai/glm-5.3:batch,Z.ai: GLM 5.3 (batch),1048576,text,0.45,2.0,0.0699,1.4,DeepInfra,z-ai/glm-5.3-20260816,zai-org/GLM-5.3,,Cheap,1,1b,Cheap,False,4.4,3.02,True,dated canonical_slug,True,"{""read_usd_per_m"":0.1,""write_usd_per_m"":null}"
25
+ 2026-10-31,2026-04-30,x-ai/grok-4.3,x-ai/grok-4.3:batch,SpaceXAI: Grok 4.3 (batch),1000000,text;image;file,1.0,2.0,1.25,2.5,xAI,x-ai/grok-4.3-20260430,,,Cheap,1,1b,Mid,True,2.0,5.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.16,""write_usd_per_m"":null,""long_context"":{""min_prompt_tokens"":200000,""read_usd_per_m"":0.32,""write_usd_per_m"":null}}"
26
+ 2026-10-31,2025-01-31,openai/o3-mini,openai/o3-mini:batch,OpenAI: o3 Mini (batch),200000,text;file,0.55,2.2,,,OpenAI,openai/o3-mini-2025-01-31,,,Cheap,1,1b,Cheap,False,4.0,3.58,True,dated canonical_slug,True,"{""read_usd_per_m"":0.275,""write_usd_per_m"":null}"
27
+ 2026-10-31,2025-04-16,openai/o4-mini,openai/o4-mini:batch,OpenAI: o4 Mini (batch),200000,image;text;file,0.55,2.2,,,OpenAI,openai/o4-mini-2025-04-16,,,Cheap,1,1b,Cheap,False,4.0,3.58,True,dated canonical_slug,True,"{""read_usd_per_m"":0.1375,""write_usd_per_m"":null}"
28
+ 2026-10-31,2026-03-17,openai/gpt-5.4-mini,openai/gpt-5.4-mini:batch,OpenAI: GPT-5.4 Mini (batch),400000,file;image;text,0.375,2.25,0.75,4.5,OpenAI,openai/gpt-5.4-mini-20260317,,,Cheap,1,1b,Cheap,False,6.0,2.81,True,dated canonical_slug,True,"{""read_usd_per_m"":0.0375,""write_usd_per_m"":null}"
29
+ 2026-10-31,2025-10-15,anthropic/claude-haiku-4.5,anthropic/claude-haiku-4.5:batch,Anthropic: Claude Haiku 4.5 (batch),200000,text;image;file,0.5,2.5,1.0,5.0,Anthropic,anthropic/claude-4.5-haiku-20251001,,,Cheap,1,1b,Cheap,False,5.0,3.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.05,""write_usd_per_m"":0.625}"
30
+ 2026-10-31,2026-10-26,openai/gpt-6.1-terra,openai/gpt-6.1-terra:batch,OpenAI: GPT-6.1 Terra (batch),1050000,file;image;text,0.5,2.5,1.0,5.0,OpenAI,openai/gpt-6.1-terra-20261026,,,Cheap,1,1b,Cheap,False,5.0,3.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.025,""write_usd_per_m"":0.625,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.05,""write_usd_per_m"":1.25}}"
31
+ 2026-10-31,2026-10-26,openai/gpt-6.1-terra-pro,openai/gpt-6.1-terra-pro:batch,OpenAI: GPT-6.1 Terra Pro (batch),1050000,file;image;text,0.5,2.5,1.0,5.0,OpenAI,openai/gpt-6.1-terra-pro-20261026,,,Cheap,1,1b,Cheap,False,5.0,3.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.025,""write_usd_per_m"":0.625,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.05,""write_usd_per_m"":1.25}}"
32
+ 2026-10-31,2026-04-30,mistralai/mistral-medium-3-5,mistralai/mistral-medium-3-5:batch,Mistral: Mistral Medium 3.5 (batch),262144,text;image;file,0.75,3.75,1.5,7.5,Mistral,mistralai/mistral-medium-3.5-20260430,,,Mid,2,2a,Mid,False,5.0,5.25,True,dated canonical_slug,False,
33
+ 2026-10-31,2025-04-14,openai/gpt-4.1,openai/gpt-4.1:batch,OpenAI: GPT-4.1 (batch),1047576,image;text;file,1.0,4.0,2.0,8.0,OpenAI,openai/gpt-4.1-2025-04-14,,,Mid,2,2a,Mid,False,4.0,6.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.25,""write_usd_per_m"":null}"
34
+ 2026-10-31,2025-04-16,openai/o3,openai/o3:batch,OpenAI: o3 (batch),200000,image;text;file,1.0,4.0,2.0,8.0,OpenAI,openai/o3-2025-04-16,,,Mid,2,2a,Mid,False,4.0,6.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.25,""write_usd_per_m"":null}"
35
+ 2026-10-31,2026-05-19,google/gemini-3.5-flash,google/gemini-3.5-flash:batch,Google: Gemini 3.5 Flash (batch),1048576,text;image;video;file;audio,0.75,4.5,1.5,9.0,Google,google/gemini-3.5-flash-20260519,,,Mid,2,2a,Mid,False,6.0,5.62,True,dated canonical_slug,True,"{""read_usd_per_m"":0.075,""write_usd_per_m"":null}"
36
+ 2026-10-31,2025-08-07,openai/gpt-5,openai/gpt-5:batch,OpenAI: GPT-5 (batch),400000,text;image;file,0.625,5.0,1.25,10.0,OpenAI,openai/gpt-5-2025-08-07,,,Mid,2,2a,Mid,False,8.0,5.31,True,dated canonical_slug,True,"{""read_usd_per_m"":0.0625,""write_usd_per_m"":null}"
37
+ 2026-10-31,2025-11-13,openai/gpt-5.1,openai/gpt-5.1:batch,OpenAI: GPT-5.1 (batch),400000,image;text;file,0.625,5.0,1.25,10.0,OpenAI,openai/gpt-5.1-20251113,,,Mid,2,2a,Mid,False,8.0,5.31,True,dated canonical_slug,True,"{""read_usd_per_m"":0.0625,""write_usd_per_m"":null}"
38
+ 2026-10-31,2026-06-30,anthropic/claude-sonnet-5,anthropic/claude-sonnet-5:batch,Anthropic: Claude Sonnet 5 (batch),1000000,text;image;file,1.0,5.0,2.0,10.0,Anthropic,anthropic/claude-sonnet-5-20260630,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.1,""write_usd_per_m"":1.25}"
39
+ 2026-10-31,2026-09-28,anthropic/claude-sonnet-5.5,anthropic/claude-sonnet-5.5:batch,Anthropic: Claude Sonnet 5.5 (batch),1000000,text;image;file,1.0,5.0,2.0,10.0,Anthropic,anthropic/claude-sonnet-5.5-20260928,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.05,""write_usd_per_m"":1.25}"
40
+ 2026-10-31,2026-10-13,google/gemini-4-argon,google/gemini-4-argon:batch,Google: Gemini 4 Argon (batch),1048576,audio;file;image;text;video,1.0,5.0,2.0,10.0,Google,google/gemini-4-argon-20261013,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.05,""write_usd_per_m"":0.1875}"
41
+ 2026-10-31,2026-09-22,openai/gpt-6-sol,openai/gpt-6-sol:batch,OpenAI: GPT-6 Sol (batch),1050000,file;image;text,1.0,5.0,2.0,10.0,OpenAI,openai/gpt-6-sol-20260922,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.1,""write_usd_per_m"":1.25,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.2,""write_usd_per_m"":2.5}}"
42
+ 2026-10-31,2026-09-22,openai/gpt-6-sol-pro,openai/gpt-6-sol-pro:batch,OpenAI: GPT-6 Sol Pro (batch),1050000,file;image;text,1.0,5.0,2.0,10.0,OpenAI,openai/gpt-6-sol-pro-20260922,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.1,""write_usd_per_m"":1.25,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.2,""write_usd_per_m"":2.5}}"
43
+ 2026-10-31,2026-09-29,openai/gpt-6.1-sol,openai/gpt-6.1-sol:batch,OpenAI: GPT-6.1 Sol (batch),1050000,file;image;text,1.0,5.0,2.0,10.0,OpenAI,openai/gpt-6.1-sol-20260929,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.05,""write_usd_per_m"":1.25,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.1,""write_usd_per_m"":2.5}}"
44
+ 2026-10-31,2026-09-29,openai/gpt-6.1-sol-pro,openai/gpt-6.1-sol-pro:batch,OpenAI: GPT-6.1 Sol Pro (batch),1050000,file;image;text,1.0,5.0,2.0,10.0,OpenAI,openai/gpt-6.1-sol-pro-20260929,,,Mid,2,2a,Mid,False,5.0,7.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.05,""write_usd_per_m"":1.25,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.1,""write_usd_per_m"":2.5}}"
45
+ 2026-10-31,2024-05-13,openai/gpt-4o,openai/gpt-4o:batch,OpenAI: GPT-4o (batch),128000,text;image;file,1.25,5.0,2.5,10.0,OpenAI,openai/gpt-4o,,,Mid,2,2a,Mid,False,4.0,8.12,False,"undated canonical_slug, closed weights: provider alias that can be repointed",True,"{""read_usd_per_m"":0.625,""write_usd_per_m"":null}"
46
+ 2026-10-31,2026-02-19,google/gemini-3.1-pro-preview,google/gemini-3.1-pro-preview:batch,Google: Gemini 3.1 Pro Preview (batch),1048576,audio;file;image;text;video,1.0,6.0,2.0,12.0,Google,google/gemini-3.1-pro-preview-20260219,,,Mid,2,2a,Mid,False,6.0,7.5,True,dated canonical_slug,False,
47
+ 2026-10-31,2026-07-09,openai/gpt-5.6-terra,openai/gpt-5.6-terra:batch,OpenAI: GPT-5.6 Terra (batch),1050000,file;image;text,1.0,6.0,2.0,12.0,OpenAI,openai/gpt-5.6-terra-20260709,,,Mid,2,2a,Mid,False,6.0,7.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.1,""write_usd_per_m"":null,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.2,""write_usd_per_m"":null}}"
48
+ 2026-10-31,2026-07-09,openai/gpt-5.6-terra-pro,openai/gpt-5.6-terra-pro:batch,OpenAI: GPT-5.6 Terra Pro (batch),1050000,file;image;text,1.0,6.0,2.0,12.0,OpenAI,openai/gpt-5.6-terra-pro-20260709,,,Mid,2,2a,Mid,False,6.0,7.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.1,""write_usd_per_m"":null,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.2,""write_usd_per_m"":null}}"
49
+ 2026-10-31,2025-12-10,openai/gpt-5.2,openai/gpt-5.2:batch,OpenAI: GPT-5.2 (batch),400000,file;image;text,0.875,7.0,1.75,14.0,OpenAI,openai/gpt-5.2-20251211,,,Mid,2,2a,Mid,False,8.0,7.44,True,dated canonical_slug,True,"{""read_usd_per_m"":0.0875,""write_usd_per_m"":null}"
50
+ 2026-10-31,2026-03-05,openai/gpt-5.4,openai/gpt-5.4:batch,OpenAI: GPT-5.4 (batch),1050000,text;image;file,1.25,7.5,2.5,15.0,OpenAI,openai/gpt-5.4-20260305,,,Mid,2,2a,Mid,False,6.0,9.38,True,dated canonical_slug,True,"{""read_usd_per_m"":0.125,""write_usd_per_m"":null,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.25,""write_usd_per_m"":null}}"
51
+ 2026-10-31,2025-09-29,anthropic/claude-sonnet-4.5,anthropic/claude-sonnet-4.5:batch,Anthropic: Claude Sonnet 4.5 (batch),1000000,text;image;file,1.5,7.5,3.0,15.0,Anthropic,anthropic/claude-4.5-sonnet-20250929,,,Mid,2,2a,Mid,False,5.0,10.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.15,""write_usd_per_m"":1.875,""long_context"":{""min_prompt_tokens"":200000,""read_usd_per_m"":0.3,""write_usd_per_m"":3.75}}"
52
+ 2026-10-31,2026-02-17,anthropic/claude-sonnet-4.6,anthropic/claude-sonnet-4.6:batch,Anthropic: Claude Sonnet 4.6 (batch),1000000,text;image;file,1.5,7.5,3.0,15.0,Anthropic,anthropic/claude-4.6-sonnet-20260217,,,Mid,2,2a,Mid,False,5.0,10.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.15,""write_usd_per_m"":1.875}"
53
+ 2026-10-31,2026-09-22,anthropic/claude-opus-5.5,anthropic/claude-opus-5.5:batch,Anthropic: Claude Opus 5.5 (batch),1000000,text;image;file,2.0,10.0,4.0,20.0,Anthropic,anthropic/claude-opus-5.5-20260921,,,Mid,2,2b,Mid,False,5.0,14.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.1,""write_usd_per_m"":2.5}"
54
+ 2026-10-31,2026-07-09,openai/gpt-5.6-sol,openai/gpt-5.6-sol:batch,OpenAI: GPT-5.6 Sol (batch),1050000,file;image;text,2.0,10.0,4.0,20.0,OpenAI,openai/gpt-5.6-sol-20260709,,,Mid,2,2b,Mid,False,5.0,14.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.2,""write_usd_per_m"":2.5,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.4,""write_usd_per_m"":5.0}}"
55
+ 2026-10-31,2026-07-09,openai/gpt-5.6-sol-pro,openai/gpt-5.6-sol-pro:batch,OpenAI: GPT-5.6 Sol Pro (batch),1050000,file;image;text,2.0,10.0,4.0,20.0,OpenAI,openai/gpt-5.6-sol-pro-20260709,,,Mid,2,2b,Mid,False,5.0,14.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.2,""write_usd_per_m"":2.5,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.4,""write_usd_per_m"":5.0}}"
56
+ 2026-10-31,2026-07-16,moonshotai/kimi-k3,moonshotai/kimi-k3:batch,MoonshotAI: Kimi K3 (batch),1048576,text;image;video,2.28,11.4,0.192,15.0,DeepInfra,moonshotai/kimi-k3-20260715,moonshotai/Kimi-K3,,Mid,2,2b,Mid,False,5.0,15.96,True,dated canonical_slug,True,"{""read_usd_per_m"":0.228,""write_usd_per_m"":null}"
57
+ 2026-10-31,2025-11-24,anthropic/claude-opus-4.5,anthropic/claude-opus-4.5:batch,Anthropic: Claude Opus 4.5 (batch),200000,file;image;text,2.5,12.5,5.0,25.0,Anthropic,anthropic/claude-4.5-opus-20251124,,,Mid,2,2b,Mid,False,5.0,17.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.25,""write_usd_per_m"":3.125}"
58
+ 2026-10-31,2026-02-04,anthropic/claude-opus-4.6,anthropic/claude-opus-4.6:batch,Anthropic: Claude Opus 4.6 (batch),1000000,text;image;file,2.5,12.5,5.0,25.0,Anthropic,anthropic/claude-4.6-opus-20260205,,,Mid,2,2b,Mid,False,5.0,17.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.25,""write_usd_per_m"":3.125}"
59
+ 2026-10-31,2026-04-16,anthropic/claude-opus-4.7,anthropic/claude-opus-4.7:batch,Anthropic: Claude Opus 4.7 (batch),1000000,text;image;file,2.5,12.5,5.0,25.0,Anthropic,anthropic/claude-4.7-opus-20260416,,,Mid,2,2b,Mid,False,5.0,17.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.25,""write_usd_per_m"":3.125}"
60
+ 2026-10-31,2026-05-27,anthropic/claude-opus-4.8,anthropic/claude-opus-4.8:batch,Anthropic: Claude Opus 4.8 (batch),1000000,text;image;file,2.5,12.5,5.0,25.0,Anthropic,anthropic/claude-4.8-opus-20260528,,,Mid,2,2b,Mid,False,5.0,17.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.25,""write_usd_per_m"":3.125}"
61
+ 2026-10-31,2026-07-24,anthropic/claude-opus-5,anthropic/claude-opus-5:batch,Anthropic: Claude Opus 5 (batch),1000000,text;image;file,2.5,12.5,5.0,25.0,Anthropic,anthropic/claude-opus-5-20260723,,,Mid,2,2b,Mid,False,5.0,17.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.25,""write_usd_per_m"":3.125}"
62
+ 2026-10-31,2026-04-24,openai/gpt-5.5,openai/gpt-5.5:batch,OpenAI: GPT-5.5 (batch),1050000,file;image;text,2.5,15.0,5.0,30.0,OpenAI,openai/gpt-5.5-20260423,,,Mid,2,2b,Mid,False,6.0,18.75,True,dated canonical_slug,True,"{""read_usd_per_m"":0.25,""write_usd_per_m"":null,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":0.5,""write_usd_per_m"":null}}"
63
+ 2026-10-31,2024-04-09,openai/gpt-4-turbo,openai/gpt-4-turbo:batch,OpenAI: GPT-4 Turbo (batch),128000,text;image,5.0,15.0,,,OpenAI,openai/gpt-4-turbo,,,Mid,2,2b,Expensive,True,3.0,30.0,False,"undated canonical_slug, closed weights: provider alias that can be repointed",False,
64
+ 2026-10-31,2026-06-09,anthropic/claude-fable-5,anthropic/claude-fable-5:batch,Anthropic: Claude Fable 5 (batch),1000000,text;image;file,5.0,25.0,10.0,50.0,Anthropic,anthropic/claude-5-fable-20260609,,,Expensive,3,3a,Expensive,False,5.0,35.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.5,""write_usd_per_m"":6.25}"
65
+ 2026-10-31,2026-09-01,anthropic/claude-fable-5.1,anthropic/claude-fable-5.1:batch,Anthropic: Claude Fable 5.1 (batch),1000000,text;image;file,5.0,25.0,10.0,50.0,Anthropic,anthropic/claude-fable-5.1-20260831,,,Expensive,3,3a,Expensive,False,5.0,35.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.125,""write_usd_per_m"":6.25}"
66
+ 2026-10-31,2026-09-04,openai/gpt-6-astra,openai/gpt-6-astra:batch,OpenAI: GPT-6 Astra (batch),1050000,file;image;text,5.0,25.0,10.0,50.0,OpenAI,openai/gpt-6-astra-20260903,,,Expensive,3,3a,Expensive,False,5.0,35.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.5,""write_usd_per_m"":6.25,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":1.0,""write_usd_per_m"":12.5}}"
67
+ 2026-10-31,2026-09-04,openai/gpt-6-astra-pro,openai/gpt-6-astra-pro:batch,OpenAI: GPT-6 Astra Pro (batch),1050000,file;image;text,5.0,25.0,10.0,50.0,OpenAI,openai/gpt-6-astra-pro-20260903,,,Expensive,3,3a,Expensive,False,5.0,35.0,True,dated canonical_slug,True,"{""read_usd_per_m"":0.5,""write_usd_per_m"":6.25,""long_context"":{""min_prompt_tokens"":272000,""read_usd_per_m"":1.0,""write_usd_per_m"":12.5}}"
68
+ 2026-10-31,2025-08-05,anthropic/claude-opus-4.1,anthropic/claude-opus-4.1:batch,Anthropic: Claude Opus 4.1 (batch),200000,image;text;file,7.5,37.5,15.0,75.0,Anthropic,anthropic/claude-4.1-opus-20250805,,,Expensive,3,3a,Expensive,False,5.0,52.5,True,dated canonical_slug,True,"{""read_usd_per_m"":0.75,""write_usd_per_m"":9.375}"
69
+ 2026-10-31,2025-10-06,openai/gpt-5-pro,openai/gpt-5-pro:batch,OpenAI: GPT-5 Pro (batch),400000,image;text;file,7.5,60.0,15.0,120.0,OpenAI,openai/gpt-5-pro-2025-10-06,,,Expensive,3,3b,Expensive,False,8.0,63.75,True,dated canonical_slug,False,
70
+ 2026-10-31,2025-12-10,openai/gpt-5.2-pro,openai/gpt-5.2-pro:batch,OpenAI: GPT-5.2 Pro (batch),400000,image;text;file,10.5,84.0,21.0,168.0,OpenAI,openai/gpt-5.2-pro-20251211,,,Expensive,3,3b,Expensive,False,8.0,89.25,True,dated canonical_slug,False,
71
+ 2026-10-31,2026-03-05,openai/gpt-5.4-pro,openai/gpt-5.4-pro:batch,OpenAI: GPT-5.4 Pro (batch),1050000,text;image;file,15.0,90.0,30.0,180.0,OpenAI,openai/gpt-5.4-pro-20260305,,,Expensive,3,3b,Expensive,False,6.0,112.5,True,dated canonical_slug,False,
72
+ 2026-10-31,2026-04-24,openai/gpt-5.5-pro,openai/gpt-5.5-pro:batch,OpenAI: GPT-5.5 Pro (batch),1050000,file;image;text,15.0,90.0,30.0,180.0,OpenAI,openai/gpt-5.5-pro-20260423,,,Expensive,3,3b,Expensive,False,6.0,112.5,True,dated canonical_slug,False,
data_dictionary.json CHANGED
@@ -29,6 +29,8 @@
29
  {"name": "out_in_ratio", "type": "number", "origin": "enriched", "description": "batch_output_usd_per_m / batch_input_usd_per_m, 1 decimal."},
30
  {"name": "reference_job_usd", "type": "number", "origin": "enriched", "description": "Cost in US$ of 4.5M input + 0.5M output tokens at batch prices (bulk-labelling job shape, 9:1)."},
31
  {"name": "stable_endpoint", "type": "boolean", "origin": "enriched", "description": "True if the id resolves to one fixed model version. False for dynamic aliases (`~` prefix or `latest` in the id, which OpenRouter says 'always redirects to the latest model') and for closed models whose canonical_slug has no date stamp (an upstream alias the provider can repoint). Rule: scripts/build_hf_dataset.py."},
32
- {"name": "stability_basis", "type": "string", "origin": "enriched", "description": "Which branch of the stable_endpoint rule applied."}
 
 
33
  ]
34
  }
 
29
  {"name": "out_in_ratio", "type": "number", "origin": "enriched", "description": "batch_output_usd_per_m / batch_input_usd_per_m, 1 decimal."},
30
  {"name": "reference_job_usd", "type": "number", "origin": "enriched", "description": "Cost in US$ of 4.5M input + 0.5M output tokens at batch prices (bulk-labelling job shape, 9:1)."},
31
  {"name": "stable_endpoint", "type": "boolean", "origin": "enriched", "description": "True if the id resolves to one fixed model version. False for dynamic aliases (`~` prefix or `latest` in the id, which OpenRouter says 'always redirects to the latest model') and for closed models whose canonical_slug has no date stamp (an upstream alias the provider can repoint). Rule: scripts/build_hf_dataset.py."},
32
+ {"name": "stability_basis", "type": "string", "origin": "enriched", "description": "Which branch of the stable_endpoint rule applied."},
33
+ {"name": "offers_cache_pricing", "type": "boolean", "origin": "enriched", "description": "True when the batch id's API record publishes a prompt-cache read price (`pricing.input_cache_read`). False means no cache price is listed, not proof the provider never caches."},
34
+ {"name": "cache_pricing", "type": "string (JSON)|null", "origin": "api", "description": "Cache prices from `pricing`, US$ per million tokens, as compact JSON: `read_usd_per_m` (`input_cache_read`), `write_usd_per_m` (`input_cache_write`, null when not published: usually automatic caching with no write premium), and `long_context` {`min_prompt_tokens`, `read_usd_per_m`, `write_usd_per_m`} when a long-context override lists cache prices. Empty when offers_cache_pricing is False."}
35
  ]
36
  }