math benchmark
MathArena Apex
MathArena Apex is a challenging math contest benchmark featuring the most difficult mathematical problems designed to test advanced reasoning and problem-solving abilities of AI models. It focuses on olympiad-level mathematics and complex multi-step mathematical reasoning.
Updated Aug 7, 2026
Published models7
Registry coverage7
MetricScore
EvidenceB
MathArena Apex leaderboard
Sorted by the source-provided rank. Higher score is better according to the registry.
| 1 | DE | 90.2% | 100.0% | 7 | C | |
| 2 | DE | 85.7% | 83.3% | 7 | C | |
| 3 | AC | 44.5% | 66.7% | 7 | C | |
| 4 | TE | 38.7% | 50.0% | 7 | C | |
| 5 | BY | 35.4% | 33.3% | 7 | C | |
| 6 | BY | 31.3% | 16.7% | 7 | C | |
| 7 | GO | 23.4% | 0.0% | 7 | C |
Score distribution
Top published rows on the benchmark's original scale.
MathArena Apex highlights
The top published results on this benchmark's own scale.
What is MathArena Apex?
Definition and scoring fields from the benchmark registry.
MathArena Apex is a challenging math contest benchmark featuring the most difficult mathematical problems designed to test advanced reasoning and problem-solving abilities of AI models. It focuses on olympiad-level mathematics and complex multi-step mathematical reasoning.
Scores are shown in ratio. The current registry marks this benchmark as not independently verified with evidence level B.
- Family
- MathArena Apex
- Modality
- text
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- matharena-apex|llm-stats-current
Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.
FAQ
Common questions about MathArena Apex.
Which model scores highest on MathArena Apex?
DeepSeek-V4-Pro-Max is currently ranked first with 90.2%.
What does MathArena Apex measure?
MathArena Apex is a challenging math contest benchmark featuring the most difficult mathematical problems designed to test advanced reasoning and problem-solving abilities of AI models. It focuses on olympiad-level mathematics and complex multi-step mathematical reasoning.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
7 unique published model results are currently shown.
Does this benchmark affect the overall score?
This benchmark is preserved as source-native evidence but is not eligible for the current overall score.