LifeSciBench
Progress Over Time
Interactive timeline showing model performance evolution on LifeSciBench
LifeSciBench Leaderboard
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  OpenAI | — | 1.1M | $5.00 / $30.00 | ||
| 2 | OpenAI | — | 1.1M | $2.00 / $12.00 | ||
| 3 | OpenAI | — | 1.1M | $0.20 / $1.20 |
What is LifeSciBench?
LifeSciBench is an expert-authored, expert-reviewed benchmark of 750 open-ended life-science research tasks spanning seven workflows and seven biological domains. Responses are graded against 19,020 physician- and scientist-written rubric criteria rather than multiple-choice answers, and most tasks require interpreting attached artifacts such as figures, PDFs, and sequence files.
LifeSciBench is a multimodal benchmark evaluating models on multimodal, reasoning, science, healthcare, agents, and vision tasks. LLM Stats tracks 3 models on this benchmark, scored on a 0–1 scale. The current average is 0.6, with the leader at 0.6.
Compare leaders on the best AI for multimodal, best AI for reasoning, best AI for science, best AI for healthcare, best AI for agents and best AI for vision leaderboards.
Current leaders
GPT-5.6 Sol from OpenAI currently leads the LifeSciBench leaderboard with a score of 0.599 across 3 evaluated AI models.
FAQ
Common questions about the LifeSciBench benchmark and leaderboard.