math benchmark
SAT Math Leaderboard
SAT Math benchmark from AGIEval containing standardized mathematics questions from the College Board SAT examination, designed to evaluate mathematical reasoning capabilities of foundation models using human-centric assessment methods.
Updated Aug 17, 2026
Models1
Model coverage1
MetricScore
EvidenceB
SAT Math Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelOP | Score89.0% | Percentile100.0% | Participants1 | EvidenceC | Evaluated |
SAT Math Highlights
The leading models and scores on this benchmark.
The Top AI Models for SAT Math
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis sat math 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.
- 01OPGPT-4OpenAI
- Score
- 89.0%
- Price
- $30 input / $60 output per 1M tokens
- Speed
- Up to 104 tok/s via Azure
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures SAT Math, not total model capability
Selection summary
Best AI Models for SAT Math
GPT-4 currently leads SAT Math with 89.0%. 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 SAT Math?
What SAT Math measures and how its scores work.
SAT Math benchmark from AGIEval containing standardized mathematics questions from the College Board SAT examination, designed to evaluate mathematical reasoning capabilities of foundation models using human-centric assessment methods.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- SAT Math
- Modality
- text
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- sat-math|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about SAT Math.
Which model scores highest on SAT Math?
GPT-4 is currently ranked first with 89.0%.
What does SAT Math measure?
SAT Math benchmark from AGIEval containing standardized mathematics questions from the College Board SAT examination, designed to evaluate mathematical reasoning capabilities of foundation models using human-centric assessment methods.
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.