math benchmark
FunctionalMATH Leaderboard
A functional variant of the MATH benchmark that tests language models' ability to generalize reasoning patterns across different problem instances, revealing the reasoning gap between static and functional performance.
Updated Aug 17, 2026
Models2
Model coverage2
MetricScore
EvidenceB
FunctionalMATH Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelGO | Score64.6% | Percentile100.0% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelGO | Score53.6% | Percentile0.0% | Participants2 | EvidenceC | Evaluated |
FunctionalMATH Highlights
The leading models and scores on this benchmark.
FunctionalMATH Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for FunctionalMATH
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis functionalmath 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
- 64.6%
- 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 FunctionalMATH, not total model capability
- 02GOGemini 1.5 FlashGoogle
- Score
- 53.6%
- 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 FunctionalMATH, not total model capability
Selection summary
Best AI Models for FunctionalMATH
Gemini 1.5 Pro currently leads FunctionalMATH with 64.6%. 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 FunctionalMATH?
What FunctionalMATH measures and how its scores work.
A functional variant of the MATH benchmark that tests language models' ability to generalize reasoning patterns across different problem instances, revealing the reasoning gap between static and functional performance.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- FunctionalMATH
- Modality
- text
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- functionalmath|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about FunctionalMATH.
Which model scores highest on FunctionalMATH?
Gemini 1.5 Pro is currently ranked first with 64.6%.
What does FunctionalMATH measure?
A functional variant of the MATH benchmark that tests language models' ability to generalize reasoning patterns across different problem instances, revealing the reasoning gap between static and functional performance.
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.