Benchmarks / Coding

MirrorCode (Epoch AI, with METR)

Reimplement a large existing program from its behavior alone. Built by Epoch AI with METR; score is the share of tests passed. Data: Epoch AI, CC BY.

9models
–Open Index weight
–last updated
epoch-taskspublisher

MirrorCode (Epoch AI, with METR)

Higher is better · best effort per model

Chart settings
9 of 9 selected

full table below

#ModelEffortScoreCost / taskHarness
1Opus 5.5max77.4%–Epoch AI
2Fable 5.1high73.3%–Epoch AI
3Fable 5high63.9%–Epoch AI
4GPT-6 Astrahigh46.7%–Epoch AI
5Opus 4.7high31.1%–Epoch AI
6GPT-5.6 Solhigh20.0%–Epoch AI
7GPT-5.4high15.6%–Epoch AI
8GPT-5.5high10.0%–Epoch AI
9Gemini 3.1 Prohigh8.9%–Epoch AI