physics benchmark
PHYBench Leaderboard
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 17, 2026
Models1
Model coverage1
MetricScore
EvidenceB
PHYBench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelTE | Score77.4% | Percentile100.0% | Participants1 | EvidenceC | Evaluated |
PHYBench Highlights
The leading models and scores on this benchmark.
The Top AI Models for PHYBench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis phybench AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01TEHy3Tencent
- Score
- 77.4%
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures PHYBench, not total model capability
Selection summary
Best AI Models for PHYBench
Hy3 currently leads PHYBench with 77.4%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
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.