math benchmark
PhysicsFinals
PHYSICS is a comprehensive benchmark for university-level physics problem solving, containing 1,297 expert-annotated problems covering six core areas: classical mechanics, quantum mechanics, thermodynamics and statistical mechanics, electromagnetism, atomic physics, and optics. Each problem requires advanced physics knowledge and mathematical reasoning. Even advanced models like o3-mini achieve only 59.9% accuracy.
Updated Aug 11, 2026
Models2
Model coverage2
MetricScore
EvidenceB
PhysicsFinals Ranking
Higher score ranks better on this benchmark.
| 01 | GO | 63.9% | 100.0% | 2 | C | |
| 02 | GO | 57.4% | 0.0% | 2 | C |
PhysicsFinals Score Distribution
A closer view of the leading scores on this benchmark.
PhysicsFinals Highlights
The leading models and scores on this benchmark.
What is PhysicsFinals?
What PhysicsFinals measures and how its scores work.
PHYSICS is a comprehensive benchmark for university-level physics problem solving, containing 1,297 expert-annotated problems covering six core areas: classical mechanics, quantum mechanics, thermodynamics and statistical mechanics, electromagnetism, atomic physics, and optics. Each problem requires advanced physics knowledge and mathematical reasoning. Even advanced models like o3-mini achieve only 59.9% accuracy.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- PhysicsFinals
- Modality
- text
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- physicsfinals|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about PhysicsFinals.
Which model scores highest on PhysicsFinals?
Gemini 1.5 Pro is currently ranked first with 63.9%.
What does PhysicsFinals measure?
PHYSICS is a comprehensive benchmark for university-level physics problem solving, containing 1,297 expert-annotated problems covering six core areas: classical mechanics, quantum mechanics, thermodynamics and statistical mechanics, electromagnetism, atomic physics, and optics. Each problem requires advanced physics knowledge and mathematical reasoning. Even advanced models like o3-mini achieve only 59.9% accuracy.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
2 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.