{ "model": "D1A-E4B-it v0.6", "temperature": 1.551, "method": "Every D1A suite (scripts/quality_gate.py --all-suites --sequential, then scripts/decide.py) on a Mac mini M4, 2026-10-17, against D1A-E2B-it v0.6, both as served: MLX 8-bit unmerged chat builds with media, each at its own temperature. Paired bootstrap 95% intervals. Live PR-labeler replay and hand-labelled PRs are private; aggregates only.", "suites": { "decision-v7": [ 1264, 84.8, 85.7, "+0.9 [-0.7,+2.5]" ], "transfer-v4": [ 656, 75.0, 77.4, "+2.4 [-0.9,+5.9]" ], "hard-v1": [ 1083, 69.2, 75.7, "+6.6 [+4.0,+9.2]" ], "devtools-v1": [ 1074, 71.1, 74.3, "+3.2 [+0.9,+5.4]" ], "documents-v1": [ 920, 86.3, 88.6, "+2.3 [+0.5,+4.2]" ], "ja-jglue:development": [ 1500, 78.6, 80.8, "+2.2 [+0.5,+4.0]" ], "ja-jglue:test": [ 1500, 76.4, 78.6, "+2.2 [+0.3,+4.1]" ], "pr-labels:test": [ 2045, 77.4, 79.1, "+1.8 [+0.5,+3.1]" ], "pr-labels:test sev+offsets": [ 953, 64.3, 69.5, "+5.1 [+3.0,+7.3]" ], "pr-labels:development": [ 2030, 78.8, 79.6, "+0.8 [-0.4,+2.1]" ], "pr-labels:test-ja": [ 193, 74.6, 77.7, "+3.1 [-1.0,+7.2]" ], "routing:factory-development": [ 640, 92.3, 93.6, "+1.2 [-0.7,+3.2]" ], "routing:generic-development": [ 270, 97.0, 97.4, "+0.4 [-1.5,+2.2]" ], "external:typesafe-v1": [ 102, 69.6, 86.3, "+16.7 [+8.8,+25.2]" ], "external:wanli-v2": [ 1002, 68.9, 72.7, "+3.8 [+1.4,+6.2]" ], "night2:dates": [ 900, 87.0, 90.8, "+3.8 [+1.7,+5.8]" ], "night2:unknowable": [ 525, 69.5, 66.7, "-2.9 [-5.5,-0.2]" ] }, "columns": [ "n", "E2B-it v0.6 accuracy %", "E4B-it v0.6 accuracy %", "delta [95% CI]" ], "pooled_delta": "+2.5 [+1.7, +3.4] over 21 suite lines and 2 live", "latency_ratio_vs_e2b_it": 2.94, "media": "14 photo/voice/video demo requests, 28 answers, all answered; 7 differ from E2B-it, 6 better and 1 worse by hand read" }