math benchmark
MathArena Apex Leaderboard
MathArena Apex is a math benchmark featuring olympiad-level and complex multi-step mathematical problems.
Updated Sep 5, 2026
Models9
Model coverage9
MetricScore
EvidenceB
MathArena Apex Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelDE | Score90.20% | Percentile100.00% | Participants9 | EvidenceC | Evaluated |
| Rank02 | ModelDE | Score85.70% | Percentile87.50% | Participants9 | EvidenceC | Evaluated |
| Rank03 | ModelTE | Score74.20% | Percentile75.00% | Participants9 | EvidenceC | Evaluated |
| Rank04 | ModelDE | Score72.10% | Percentile62.50% | Participants9 | EvidenceC | Evaluated |
| Rank05 | ModelAC | Score44.50% | Percentile50.00% | Participants9 | EvidenceC | Evaluated |
| Rank06 | ModelTE | Score38.70% | Percentile37.50% | Participants9 | EvidenceC | Evaluated |
| Rank07 | ModelBY | Score35.40% | Percentile25.00% | Participants9 | EvidenceC | Evaluated |
| Rank08 | ModelBY | Score31.30% | Percentile12.50% | Participants9 | EvidenceC | Evaluated |
| Rank09 | ModelGO | Score23.40% | Percentile0.00% | Participants9 | EvidenceC | Evaluated |
MathArena Apex Highlights
The leading models and scores on this benchmark.
MathArena Apex Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for MathArena Apex
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is MathArena Apex?
What MathArena Apex measures and how its scores work.
MathArena Apex is a math contest benchmark for evaluating AI models on difficult mathematical problems.
It measures Score, reported as a ratio, on advanced mathematical reasoning and problem-solving tasks.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- MathArena Apex
- Modality
- text
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about MathArena Apex.
Which model scores highest on MathArena Apex?
DeepSeek-V4-Pro-Max is currently ranked first with 90.20%.
What are the top three models on MathArena Apex?
The current leaders are DeepSeek-V4-Pro-Max (90.20%), DeepSeek-V4-Flash-Max (85.70%), and Hy4 preview (74.20%).
Which MathArena Apex model has the lowest official input price?
DeepSeek-V4-Flash-Max has the lowest matched official input price at $0.14 input / $0.28 output per 1M tokens.
Which models are fastest among MathArena Apex results?
The fastest matched records are Gemini 3 Pro (90.00 tok/s via Google).
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.