math benchmark
PhysicsFinals Leaderboard
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 17, 2026
Models2
Model coverage2
MetricScore
EvidenceB
PhysicsFinals Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelGO | Score63.9% | Percentile100.0% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelGO | Score57.4% | Percentile0.0% | Participants2 | EvidenceC | Evaluated |
PhysicsFinals Highlights
The leading models and scores on this benchmark.
PhysicsFinals Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for PhysicsFinals
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis physicsfinals 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.
- 01GOGemini 1.5 ProGoogle
- Score
- 63.9%
- Speed
- Up to 85 tok/s via Google
Strengths
- Ranks #1 of 2 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures PhysicsFinals, not total model capability
- 02GOGemini 1.5 FlashGoogle
- Score
- 57.4%
- Speed
- Up to 150 tok/s via Google
Strengths
- Ranks #2 of 2 compared models
- 0th percentile on this benchmark
- C evidence result
Considerations
- This result measures PhysicsFinals, not total model capability
Selection summary
Best AI Models for PhysicsFinals
Gemini 1.5 Pro currently leads PhysicsFinals with 63.9%. 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 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.