physics benchmark
PHYBench
PHYBench is a benchmark of real-world physics problems spanning mechanics, electromagnetism, thermodynamics, optics, and modern physics, designed to evaluate physical perception and multi-step quantitative reasoning in large language models.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
PHYBench Ranking
Higher score ranks better on this benchmark.
| 01 | TE | 77.4% | 100.0% | 1 | C |
PHYBench Highlights
The leading models and scores on this benchmark.
What is PHYBench?
What PHYBench measures and how its scores work.
PHYBench is a benchmark of real-world physics problems spanning mechanics, electromagnetism, thermodynamics, optics, and modern physics, designed to evaluate physical perception and multi-step quantitative reasoning in large language models.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- PHYBench
- Modality
- text
- Primary category
- physics
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- phybench|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about PHYBench.
Which model scores highest on PHYBench?
Hy3 is currently ranked first with 77.4%.
What does PHYBench measure?
PHYBench is a benchmark of real-world physics problems spanning mechanics, electromagnetism, thermodynamics, optics, and modern physics, designed to evaluate physical perception and multi-step quantitative reasoning in large language models.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.