Hollow = refused · outlined = credits ran out
Best true score measured so far · dashed = scripted
API cost per run vs. score · dashed = scripted
Filled = 95% CI excludes 0
Claude Opus 5.5 was evaluated with access through Anthropic's Life Sciences Verification Program (LSVP).
Model settings: Gemini 4 (gemini-4-argon, thinking level high), Claude Opus 5.5 (effort high), GPT-6 Astra (reasoning effort high), Qwen3.8-max-prime (reasoning effort high, via OpenRouter, Alibaba provider), Grok 4.7 (reasoning effort high, via OpenRouter, xAI provider).