Where the models stand.
We build and maintain living benchmarks across terminal ops, software engineering, reasoning, health, and agents — then publish exactly how each one is constructed. Open a benchmark for the full ranking and the methodology behind it.
Terminal-Bench
Real command-line tasks — diagnosis, repair, and multi-step system operations verified in a clean environment.
- 1Claude Opus 4.8
- 2GPT-5.4
- 3Gemini 3 Pro
- 4Claude Sonnet 4.6
- 5DeepSeek V4
SWE-Bench Verified
Real GitHub issues fixed in runnable repositories, with each patch judged pass/fail by the project's own tests.
- 1Claude Opus 4.8
- 2GPT-5.4
- 3Claude Sonnet 4.6
- 4Gemini 3 Pro
- 5DeepSeek V4
STEM Reasoning
Long-chain math, science, and multi-step derivation problems graded against reference answers and rubrics.
- 1GPT-5.4
- 2Claude Opus 4.8
- 3Gemini 3 Pro
- 4DeepSeek V4
- 5Grok 4
health_bench
Clinical and health-knowledge tasks scored by physician-written rubrics with explicit safety boundaries.
- 1Claude Opus 4.8
- 2GPT-5.4
- 3Gemini 3 Pro
- 4Claude Sonnet 4.6
- 5DeepSeek V4
Agent-Ops
Long-horizon agent sessions over real tools — measured end-to-end, including failure recovery.
- 1Claude Opus 4.8
- 2GPT-5.4
- 3Gemini 3 Pro
- 4Claude Sonnet 4.6
- 5DeepSeek V4