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LLM Math Reasoning Benchmark Leaderboard

This page provides the most comprehensive LLM math reasoning benchmark leaderboard. We evaluate models including GPT, Claude, Qwen, and DeepSeek using authoritative math benchmarks such as AIME 2025, FrontierMath-Tier4, MATH-500, and GSM8K.

Updated on 2026-05-02 07:14:49

As of 2026-05, this page covers AIME2025, FrontierMath - Tier 4, MATH-500, GSM8K and related benchmarks for LLM Math Reasoning Benchmark Leaderboard, making it straightforward to compare within the same task family.

Click any model name to check context length, licensing, and pricing on its detail page. See Data Methodology for scoring details.

Benchmark
AIME2025FrontierMath - Tier 4MATH-500GSM8K
More Benchmarks
Model Size:All3B and below7B13B34B65B100B and above
Model Type:AllReasoning ModelsFoundation ModelsInstruction/Chat ModelsCoding Models
Source:AllOpen SourceClosed Source
Origin:AllChina
Model release cutoff:

LLM Performance Results

Data source: DataLearnerAI
RankModelLicense
华为
Pangu Embedded
华为
——92.4095.98Free commercial
阿里巴巴
Qwen2.5-7B
阿里巴巴
———85.40Free commercial
Facebook AI研究实验室
Llama3.1-8B-Instruct
Facebook AI研究实验室
———82.40Free commercial
4
Google Research
Gemma 2 - 9B
Google Research
———70.70Free commercial
5
Facebook AI研究实验室
Llama3.1-8B
Facebook AI研究实验室
———55.30Free commercial
6
MistralAI
Mistral-7B-Instruct-v0.3
MistralAI
———36.20Free commercial
7
阿里巴巴
Qwen3-4B-Thinking-2507
阿里巴巴
81.30———Free commercial
8
Tencent ARC
Hunyuan-7B
Tencent ARC
75.30—93.70—Free commercial
9
阿里巴巴
Qwen3-8B
阿里巴巴
67.30—97.40—Free commercial
10
阿里巴巴
Qwen3-4B-2507
阿里巴巴
47.40———Free commercial
11
DeepSeek-AI
DeepSeek-R1-Distill-Qwen-7B
DeepSeek-AI
——91.40—Free commercial
Pangu Embedded
华为
AIME2025—
FrontierMath - Tier 4—
MATH-50092.40
GSM8K95.98
Free commercial
Qwen2.5-7B
阿里巴巴
AIME2025—
FrontierMath - Tier 4—
MATH-500—
GSM8K85.40
Free commercial
Llama3.1-8B-Instruct
Facebook AI研究实验室
AIME2025—
FrontierMath - Tier 4—
MATH-500—
GSM8K82.40
Free commercial
4
Gemma 2 - 9B
Google Research
AIME2025—
FrontierMath - Tier 4—
MATH-500—
GSM8K70.70
Free commercial
5
Llama3.1-8B
Facebook AI研究实验室
AIME2025—
FrontierMath - Tier 4—
MATH-500—
GSM8K55.30
Free commercial
6
Mistral-7B-Instruct-v0.3
MistralAI
AIME2025—
FrontierMath - Tier 4—
MATH-500—
GSM8K36.20
Free commercial
7
Qwen3-4B-Thinking-2507
阿里巴巴
AIME202581.30
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
8
Hunyuan-7B
Tencent ARC
AIME202575.30
FrontierMath - Tier 4—
MATH-50093.70
GSM8K—
Free commercial
9
Qwen3-8B
阿里巴巴
AIME202567.30
FrontierMath - Tier 4—
MATH-50097.40
GSM8K—
Free commercial
10
Qwen3-4B-2507
阿里巴巴
AIME202547.40
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
11
DeepSeek-R1-Distill-Qwen-7B
DeepSeek-AI
AIME2025—
FrontierMath - Tier 4—
MATH-50091.40
GSM8K—
Free commercial
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