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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 below7B13B

LLM Performance Results

Data source: DataLearnerAI
RankModelLicense
Google Deep Mind
Gemini 2.5 Pro Deep Think
Google Deep Mind
—10.40——Proprietary
OpenAI
OpenAI o4 - mini
OpenAI
99.506.30——Proprietary
Moonshot AI
Kimi K2.5
Moonshot AI
96.104.20——Free commercial
4
Anthropic
Claude Opus 4
Anthropic
75.504.2098.20—Proprietary
5
Google Deep Mind
Gemini 2.5 Flash
Google Deep Mind
72.004.20——Proprietary
6
OpenAI
OpenAI o3-mini (high)
OpenAI
—4.2097.90—Proprietary
7
智谱AI
GLM-4.6
智谱AI
98.602.10——Free commercial
8
智谱AI
GLM-4.7
智谱AI
95.702.10——Free commercial
9
DeepSeek-AI
DeepSeek V3.2
DeepSeek-AI
93.102.10——Free commercial
10
Google Deep Mind
Gemini-2.5-Pro-Preview-05-06
Google Deep Mind
83.002.1098.80—Proprietary
11
智谱AI
GLM-5
智谱AI
—2.10——Free commercial
12
Moonshot AI
Kimi K2
Moonshot AI
54.000.0197.40—Free commercial
13
StepFunAI
Step 3.5 Flash
StepFunAI
99.80———Free commercial
14
OpenAI
o3-pro
OpenAI
93.00———Proprietary
15
阿里巴巴
Qwen3-235B-A22B-Thinking-2507
阿里巴巴
92.30———Free commercial
16
DeepSeek-AI
DeepSeek-V3.1 Terminus
DeepSeek-AI
90.00———Free commercial
17
DeepSeek-AI
DeepSeek V3.2-Exp
DeepSeek-AI
89.30———Free commercial
18
DeepSeek-AI
DeepSeek-V3.1
DeepSeek-AI
88.40———Free commercial
19
DeepSeek-AI
DeepSeek-R1-0528
DeepSeek-AI
87.50—98.00—Free commercial
20
MiniMaxAI
MiniMax M2.5
MiniMaxAI
86.30———Free commercial
21
上海人工智能实验室
Intern-S1
上海人工智能实验室
86.00———Free commercial
22
StepFunAI
Step3
StepFunAI
82.90———Free commercial
23
阿里巴巴
Qwen3-235B-A22B
阿里巴巴
81.50—98.0096.40Free commercial
24
MiniMaxAI
M2.1
MiniMaxAI
81.00———Free commercial
25
MiniMaxAI
MiniMax M2
MiniMaxAI
78.00———Free commercial
26
xAI
Grok 3
xAI
77.10———Proprietary
27
MiniMaxAI
MiniMax-M1-80k
MiniMaxAI
76.90—96.80—Free commercial
28
Moonshot AI
Kimi K2 0905
Moonshot AI
75.20———Free commercial
29
MiniMaxAI
MiniMax-M1-40k
MiniMaxAI
74.60—96.00—Free commercial
30
阿里巴巴
Qwen3-235B-A22B-2507
阿里巴巴
70.30———Free commercial
31
DeepSeek-AI
DeepSeek-R1
DeepSeek-AI
70.00—97.30—Free commercial
32
MistralAI
Magistral-Medium-2506
MistralAI
64.95———Proprietary
33
Google Deep Mind
Gemini 2.5 Flash-Lite
Google Deep Mind
63.10———Proprietary
34
Anthropic
Claude Sonnet 3.7
Anthropic
54.80—82.20—Proprietary
35
DeepSeek-AI
DeepSeek-V3-0324
DeepSeek-AI
47.70—94.0096.30Free commercial
36
OpenAI
GPT-4.1
OpenAI
36.70—92.8095.90Proprietary
37
百度
ERNIE-4.5-VL-424B-A47B-Base
百度
35.10———Free commercial
38
百度
ERNIE-4.5-300B-A47B
百度
35.10—96.4096.60Free commercial
39
DeepMind
Gemini 2.0 Flash Experimental
DeepMind
29.70———Proprietary
40
Moonshot AI
Kimi K2 Thinking
Moonshot AI
100.00———Free commercial
41
Facebook AI研究实验室
Llama3.1-405B Instruct
Facebook AI研究实验室
————Free commercial
42
xAI
Grok 3.5
xAI
————Proprietary
43
Anthropic
Claude 3.5 Sonnet
Anthropic
————Proprietary
44
阿里巴巴
Qwen2.5-Max
阿里巴巴
———94.50Proprietary
45
普林斯顿大学
Kimi k1.5 (Long-CoT)
普林斯顿大学
——96.20—Proprietary
46
亚马逊
Amazon Nova Pro
亚马逊
————Proprietary
47
智谱AI
GLM-4.5
智谱AI
——98.20—Free commercial
48
智谱AI
GLM-4.5-Air
智谱AI
——98.10—Free commercial
49
OpenAI
OpenAI o1
OpenAI
——96.40—Proprietary
50
DeepSeek-AI
DeepSeek-V3
DeepSeek-AI
——87.80—Free commercial
Gemini 2.5 Pro Deep Think
Google Deep Mind
AIME2025—
FrontierMath - Tier 410.40
MATH-500—
GSM8K—
Proprietary
OpenAI o4 - mini
OpenAI
AIME202599.50
FrontierMath - Tier 46.30
MATH-500—
GSM8K—
Proprietary
Kimi K2.5
Moonshot AI
AIME202596.10
FrontierMath - Tier 44.20
MATH-500—
GSM8K—
Free commercial
4
Claude Opus 4
Anthropic
AIME202575.50
FrontierMath - Tier 44.20
MATH-50098.20
GSM8K—
Proprietary
5
Gemini 2.5 Flash
Google Deep Mind
AIME202572.00
FrontierMath - Tier 44.20
MATH-500—
GSM8K—
Proprietary
6
OpenAI o3-mini (high)
OpenAI
AIME2025—
FrontierMath - Tier 44.20
MATH-50097.90
GSM8K—
Proprietary
7
GLM-4.6
智谱AI
AIME202598.60
FrontierMath - Tier 42.10
MATH-500—
GSM8K—
Free commercial
8
GLM-4.7
智谱AI
AIME202595.70
FrontierMath - Tier 42.10
MATH-500—
GSM8K—
Free commercial
9
DeepSeek V3.2
DeepSeek-AI
AIME202593.10
FrontierMath - Tier 42.10
MATH-500—
GSM8K—
Free commercial
10
Gemini-2.5-Pro-Preview-05-06
Google Deep Mind
AIME202583.00
FrontierMath - Tier 42.10
MATH-50098.80
GSM8K—
Proprietary
11
GLM-5
智谱AI
AIME2025—
FrontierMath - Tier 42.10
MATH-500—
GSM8K—
Free commercial
12
Kimi K2
Moonshot AI
AIME202554.00
FrontierMath - Tier 40.01
MATH-50097.40
GSM8K—
Free commercial
13
Step 3.5 Flash
StepFunAI
AIME202599.80
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
14
o3-pro
OpenAI
AIME202593.00
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Proprietary
15
Qwen3-235B-A22B-Thinking-2507
阿里巴巴
AIME202592.30
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
16
DeepSeek-V3.1 Terminus
DeepSeek-AI
AIME202590.00
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
17
DeepSeek V3.2-Exp
DeepSeek-AI
AIME202589.30
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
18
DeepSeek-V3.1
DeepSeek-AI
AIME202588.40
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
19
DeepSeek-R1-0528
DeepSeek-AI
AIME202587.50
FrontierMath - Tier 4—
MATH-50098.00
GSM8K—
Free commercial
20
MiniMax M2.5
MiniMaxAI
AIME202586.30
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
21
Intern-S1
上海人工智能实验室
AIME202586.00
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
22
Step3
StepFunAI
AIME202582.90
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
23
Qwen3-235B-A22B
阿里巴巴
AIME202581.50
FrontierMath - Tier 4—
MATH-50098.00
GSM8K96.40
Free commercial
24
M2.1
MiniMaxAI
AIME202581.00
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
25
MiniMax M2
MiniMaxAI
AIME202578.00
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
26
Grok 3
xAI
AIME202577.10
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Proprietary
27
MiniMax-M1-80k
MiniMaxAI
AIME202576.90
FrontierMath - Tier 4—
MATH-50096.80
GSM8K—
Free commercial
28
Kimi K2 0905
Moonshot AI
AIME202575.20
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
29
MiniMax-M1-40k
MiniMaxAI
AIME202574.60
FrontierMath - Tier 4—
MATH-50096.00
GSM8K—
Free commercial
30
Qwen3-235B-A22B-2507
阿里巴巴
AIME202570.30
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
31
DeepSeek-R1
DeepSeek-AI
AIME202570.00
FrontierMath - Tier 4—
MATH-50097.30
GSM8K—
Free commercial
32
Magistral-Medium-2506
MistralAI
AIME202564.95
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Proprietary
33
Gemini 2.5 Flash-Lite
Google Deep Mind
AIME202563.10
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Proprietary
34
Claude Sonnet 3.7
Anthropic
AIME202554.80
FrontierMath - Tier 4—
MATH-50082.20
GSM8K—
Proprietary
35
DeepSeek-V3-0324
DeepSeek-AI
AIME202547.70
FrontierMath - Tier 4—
MATH-50094.00
GSM8K96.30
Free commercial
36
GPT-4.1
OpenAI
AIME202536.70
FrontierMath - Tier 4—
MATH-50092.80
GSM8K95.90
Proprietary
37
ERNIE-4.5-VL-424B-A47B-Base
百度
AIME202535.10
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
38
ERNIE-4.5-300B-A47B
百度
AIME202535.10
FrontierMath - Tier 4—
MATH-50096.40
GSM8K96.60
Free commercial
39
Gemini 2.0 Flash Experimental
DeepMind
AIME202529.70
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Proprietary
40
Kimi K2 Thinking
Moonshot AI
AIME2025100.00
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
41
Llama3.1-405B Instruct
Facebook AI研究实验室
AIME2025—
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Free commercial
42
Grok 3.5
xAI
AIME2025—
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Proprietary
43
Claude 3.5 Sonnet
Anthropic
AIME2025—
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Proprietary
44
Qwen2.5-Max
阿里巴巴
AIME2025—
FrontierMath - Tier 4—
MATH-500—
GSM8K94.50
Proprietary
45
Kimi k1.5 (Long-CoT)
普林斯顿大学
AIME2025—
FrontierMath - Tier 4—
MATH-50096.20
GSM8K—
Proprietary
46
Amazon Nova Pro
亚马逊
AIME2025—
FrontierMath - Tier 4—
MATH-500—
GSM8K—
Proprietary
47
GLM-4.5
智谱AI
AIME2025—
FrontierMath - Tier 4—
MATH-50098.20
GSM8K—
Free commercial
48
GLM-4.5-Air
智谱AI
AIME2025—
FrontierMath - Tier 4—
MATH-50098.10
GSM8K—
Free commercial
49
OpenAI o1
OpenAI
AIME2025—
FrontierMath - Tier 4—
MATH-50096.40
GSM8K—
Proprietary
50
DeepSeek-V3
DeepSeek-AI
AIME2025—
FrontierMath - Tier 4—
MATH-50087.80
GSM8K—
Free commercial
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