MATHactiveMathematics
MATH: Mathematics Aptitude Test of Heuristics
Metric: Accuracy (higher is better)Introduced: 2021
12,500 challenging competition mathematics problems from AMC, AIME, and other high-school math competitions across 7 difficulty levels.
Models ranked
2
tracked on this benchmark
Score band
64.5 – 57.4
best → lowest tracked
Snapshot trend
-7.10
Apr 24 → Jul 3 · 1 models
Leaderboard
Tracked models ranked by Accuracy (higher is better).
#Model variant and provenanceRelative to leaderScore
1
DeepSeek V4 Pro
64.5Version: Not recordedHarness: Not recordedEvaluator: Not recordedObserved: Apr 24, 2026Confidence: Not recordedSource
2
DeepSeek V4 Flash
57.4Version: MATH EM, DeepSeek-V4-Flash-Base, 4-shotHarness: Not recordedEvaluator: Not recordedObserved: Jul 3, 2026Confidence: Not recordedSource
How to read this benchmark
This benchmark scores models where higher is better. Use scores for directional filtering and shortlisting, not universal quality ranking; then validate pricing, context window, provider availability, and fit for your workload.
Trust this score when
- There is a fresh timestamped snapshot (or multiple snapshots) for this benchmark.
- The model list covers the same version family you can actually deploy today.
- Top candidates overlap with your required routing and feature requirements.
Be cautious when
- There is only one benchmark snapshot or the dataset appears stale.
- The benchmark metric direction is opposite of your decision objective.
- The score difference between options is narrow and likely within implementation variance.
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Last reviewed: Apr 15, 2026