Atlas

Benchmarks

Science's Last Exam

Sciences Last Exam

Science's Last Exam (led by AItonomy) asks whether an AI agent can carry scientific research from a question to a finding, with 113 tasks built from real scientific material in nine disciplines. Agents work in Claude Code or Codex with web search and fetch turned off, and Hypothesis Discovery runs in the DiscoveryRSI research harness. The composite is the equal-weight mean of Hypothesis Discovery, Protocol Planning, Scientific Computing, Scientific Software Operation, Experiment Observation and End-to-end research. End-to-end research is a one-task preview that scores 0 for every listed model, which caps today's composites at about 83 of 100. Wet-lab Execution isn't scored yet. Claude Opus 5.5 and GPT-6 Astra aren't evaluated yet because provider safeguards can restrict biology workflows.

Models
6
Top score
37.5
Leader
Claude Opus 5
Updated
Nov 4, 2026
Resolution
—
Saturation
—

No signal or difficulty estimate. Too few models have been measured on this benchmark to estimate its difficulty.

6 dated models · 2 frontier modelsClosed weightsOpen weights
Data: AItonomyatlas.village.dev
#ModelSettingScoreSource
1Claude Opus 5high · Science's Last Exam; Claude Code with web search and fetch off; DiscoveryRSI for Hypothesis Discovery
37.5
2GPT-6.1 Solmedium · Science's Last Exam; Codex with web search and fetch off; DiscoveryRSI for Hypothesis Discovery
36.1
3Kimi K3.1 Pronot reported · Science's Last Exam; Claude Code with web search and fetch off; DiscoveryRSI for Hypothesis Discovery
28.9
4MiMo-V2.6-Pronot reported · Science's Last Exam; Claude Code with web search and fetch off; DiscoveryRSI for Hypothesis Discovery
26.4
5GLM-5.3 Flashhigh · Science's Last Exam; Claude Code with web search and fetch off; DiscoveryRSI for Hypothesis Discovery
21.3
6MiniMax M3high · Science's Last Exam; Claude Code with web search and fetch off; DiscoveryRSI for Hypothesis Discovery
16.8
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