AI数学推理排行榜 - 大模型数学能力排名

AI大模型数学推理与计算能力排行,测试模型解决数学问题、逻辑推理的能力

排名模型机构评分
1Gemma 3 27B ITGoogle
2Amazon Nova Experimental Chat 11 10Amazon
3GLM 4.7 FlashZhipu
4Qwen 3 Next 80B A3B Thinkingalibaba
5Claude 3.7 Sonnet 20250219Anthropic
6Claude 3.5 Sonnet 20241022Anthropic
7trinity-large-thinkingArcee
8GLM 4.5 AirZhipu
9Qwen 2.5 Maxalibaba
10Gemini 2.5 Flash Lite Preview 06 17 ThinkingGoogle

LMSYS Arena 大模型权威排行榜

基于全网数百万真实人类盲测投票的AI大模型能力评测,涵盖代码、数学、创意写作等八大维度

数学推理与计算能力

排名模型机构变动
🥇
Gemma 3 27B IT
Gemma 3 27B IT
Google
🥈
Hunyuan Turbos 20250416
Hunyuan Turbos 20250416
Tencent
🥉
Mistral Medium 2505
Mistral Medium 2505
Mistral
#4
Claude 3.5 Sonnet 20241022
Claude 3.5 Sonnet 20241022
Anthropic
#5
GPT 4.1 Mini 2025-04-14
GPT 4.1 Mini 2025-04-14
OpenAI
#6
Trinity Large Preview
Trinity Large Preview
Arcee
#7
Claude 3.7 Sonnet 20250219
Claude 3.7 Sonnet 20250219
Anthropic
#8
Qwen 2.5 Max
Qwen 2.5 Max
alibaba
#9
Gemini 2.5 Flash Lite Preview 09 2025 No Thinking
Gemini 2.5 Flash Lite Preview 09 2025 No Thinking
Google
#10
Gemini 2.5 Flash Lite Preview 06 17 Thinking
Gemini 2.5 Flash Lite Preview 06 17 Thinking
Google
#11
GLM 4.7 Flash
GLM 4.7 Flash
Zhipu
#12
DeepSeek V3 0324
DeepSeek V3 0324
DeepSeek
#13
GPT 4.1 2025-04-14
GPT 4.1 2025-04-14
OpenAI
#14
Mimo V2 Flash (Thinking)
Mimo V2 Flash (Thinking)
Xiaomi
#15
Grok 3 Preview 02-24
Grok 3 Preview 02-24
xAI
#16
Qwen 3 Coder 480B A35B Instruct
Qwen 3 Coder 480B A35B Instruct
alibaba
#17
Mimo V2 Flash (Non-Thinking)
Mimo V2 Flash (Non-Thinking)
Xiaomi
#18
Qwen 3 30B A3B Instruct 2507
Qwen 3 30B A3B Instruct 2507
alibaba
#19
Claude 3.7 Sonnet 20250219 Thinking 32K
Claude 3.7 Sonnet 20250219 Thinking 32K
Anthropic
#20
O1 Preview
O1 Preview
OpenAI
#21
Claude 4 Sonnet 20250514
Claude 4 Sonnet 20250514
Anthropic
#22
trinity-large-thinking
trinity-large-thinking
Arcee
#23
Kimi K2 0711 Preview
Kimi K2 0711 Preview
Moonshot
#24
Qwen 3 Next 80B A3B Thinking
Qwen 3 Next 80B A3B Thinking
alibaba
#25
GLM 4.5 Air
GLM 4.5 Air
Zhipu
#26
Mai 1 Preview
Mai 1 Preview
Microsoft
#27
Claude 4.5 Haiku 20251001
Claude 4.5 Haiku 20251001
Anthropic
#28
MiniMax M2.1 Preview
MiniMax M2.1 Preview
MiniMax
#29
Qwen 3 235B A22B
Qwen 3 235B A22B
alibaba
#30
Qwen 3 235B A22B No Thinking
Qwen 3 235B A22B No Thinking
alibaba
#31
DeepSeek V3.1 Terminus
DeepSeek V3.1 Terminus
DeepSeek
#32
DeepSeek R1 0528
DeepSeek R1 0528
DeepSeek
#33
Amazon Nova Experimental Chat 11 10
Amazon Nova Experimental Chat 11 10
Amazon
#34
Qwen 3 235B A22B Thinking 2507
Qwen 3 235B A22B Thinking 2507
alibaba
#35
Mistral Medium 2508
Mistral Medium 2508
Mistral
#36
Qwen 3.5 35B A3B
Qwen 3.5 35B A3B
alibaba
#37
Ernie 5.0 Preview 1022
Ernie 5.0 Preview 1022
Baidu
#38
Amazon Nova Experimental Chat 12 10
Amazon Nova Experimental Chat 12 10
Amazon
#39
Hunyuan T1 20250711
Hunyuan T1 20250711
Tencent
#40
Mistral Large 3
Mistral Large 3
Mistral
#41
minimax-m2-5
minimax-m2-5
minimax
#42
Claude 4 Sonnet 20250514 Thinking 32K
Claude 4 Sonnet 20250514 Thinking 32K
Anthropic
#43
Claude 4 Opus 20250514
Claude 4 Opus 20250514
Anthropic
#44
Qwen 3.5 Flash
Qwen 3.5 Flash
alibaba
#45
Minimax M2.7
Minimax M2.7
MiniMax
#46
Step 3.5 Flash
Step 3.5 Flash
StepFun
#47
ChatGPT 4o Latest 20250326
ChatGPT 4o Latest 20250326
OpenAI
#48
Qwen 3 VL 235B A22B Thinking
Qwen 3 VL 235B A22B Thinking
alibaba
#49
GPT 5 Mini High
GPT 5 Mini High
OpenAI
#50
Gemini 2.5 Flash
Gemini 2.5 Flash
Google
#51
Ernie 5.0 Preview 1203
Ernie 5.0 Preview 1203
Baidu
#52
O1 2024-12-17
O1 2024-12-17
OpenAI
#53
DeepSeek V3.1 Terminus Thinking
DeepSeek V3.1 Terminus Thinking
DeepSeek
#54
GPT 4.5 Preview 2025-02-27
GPT 4.5 Preview 2025-02-27
OpenAI
#55
Amazon Nova Experimental Chat 26-01-10
Amazon Nova Experimental Chat 26-01-10
Amazon
#56
DeepSeek R1
DeepSeek R1
DeepSeek
#57
Qwen 3 VL 235B A22B Instruct
Qwen 3 VL 235B A22B Instruct
alibaba
#58
Grok 4 Fast Reasoning
Grok 4 Fast Reasoning
xAI
#59
Gemini 2.5 Flash Preview 09 2025
Gemini 2.5 Flash Preview 09 2025
Google
#60
GPT 5 Chat
GPT 5 Chat
OpenAI
#61
DeepSeek V3.1 Thinking
DeepSeek V3.1 Thinking
DeepSeek
#62
GLM 4.5
GLM 4.5
Zhipu
#63
DeepSeek V3.1
DeepSeek V3.1
DeepSeek
#64
O4 Mini 2025-04-16
O4 Mini 2025-04-16
OpenAI
#65
Kimi K2 0905 Preview
Kimi K2 0905 Preview
Moonshot
#66
DeepSeek V3.2 Exp
DeepSeek V3.2 Exp
DeepSeek
#67
Longcat Flash Chat
Longcat Flash Chat
MeiTuan
#68
Claude 4 Opus 20250514 Thinking 16K
Claude 4 Opus 20250514 Thinking 16K
Anthropic
#69
Qwen 3 Next 80B A3B Instruct
Qwen 3 Next 80B A3B Instruct
alibaba
#70
Qwen 3 235B A22B Instruct 2507
Qwen 3 235B A22B Instruct 2507
alibaba
#71
GLM 4.6
GLM 4.6
Zhipu
#72
Grok 4.1 Fast Reasoning
Grok 4.1 Fast Reasoning
xAI
#73
Grok 4 Fast Chat
Grok 4 Fast Chat
xAI
#74
GPT 5.1
GPT 5.1
OpenAI
#75
Claude 4.5 Sonnet 20250929
Claude 4.5 Sonnet 20250929
Anthropic
#76
MiMo V2.5
MiMo V2.5
xiaomi
#77
Qwen 3.5 122B A10B
Qwen 3.5 122B A10B
alibaba
#78
GPT 5.3 Chat Latest
GPT 5.3 Chat Latest
OpenAI
#79
DeepSeek V3.2 Thinking
DeepSeek V3.2 Thinking
DeepSeek
#80
DeepSeek V3.2 Exp Thinking
DeepSeek V3.2 Exp Thinking
DeepSeek
#81
Grok 4 0709
Grok 4 0709
xAI
#82
GLM 4.7
GLM 4.7
Zhipu
#83
Amazon Nova Experimental Chat 26-02-10
Amazon Nova Experimental Chat 26-02-10
Amazon
#84
Qwen 3 Max 2025-09-23
Qwen 3 Max 2025-09-23
alibaba
#85
Qwen 3.5 27B
Qwen 3.5 27B
alibaba
#86
DeepSeek V3.2
DeepSeek V3.2
DeepSeek
#87
Grok 4.1
Grok 4.1
xAI
#88
Hunyuan HY3 Preview
Hunyuan HY3 Preview
Tencent
#89
GPT 5.2 Chat
GPT 5.2 Chat
OpenAI
#90
Claude 4.1 Opus 20250805
Claude 4.1 Opus 20250805
Anthropic
#91
GPT 5 High
GPT 5 High
OpenAI
#92
Grok 4.3
Grok 4.3
xAI
#93
Gemini 3.1 Flash Lite Preview
Gemini 3.1 Flash Lite Preview
Google
#94
GPT 5.4 Nano High
GPT 5.4 Nano High
OpenAI
#95
Kimi K2 Thinking Turbo
Kimi K2 Thinking Turbo
Moonshot
#96
GPT 5.4 Mini High
GPT 5.4 Mini High
OpenAI
#97
Qwen 3 Max Preview
Qwen 3 Max Preview
alibaba
#98
DeepSeek V4 Flash Thinking
DeepSeek V4 Flash Thinking
DeepSeek
#99
Ernie 5.0 0110
Ernie 5.0 0110
Baidu
#100
Longcat Flash Chat 2602 Exp
Longcat Flash Chat 2602 Exp
MeiTuan
#101
DeepSeek V4 Pro
DeepSeek V4 Pro
DeepSeek
#102
Kimi K2.5 Instant
Kimi K2.5 Instant
Moonshot
#103
Gemini 2.5 Pro
Gemini 2.5 Pro
Google
#104
Qwen 3.5 397B A17B
Qwen 3.5 397B A17B
alibaba
#105
GLM 5
GLM 5
Zhipu
#106
Claude 4.1 Opus 20250805 Thinking 16K
Claude 4.1 Opus 20250805 Thinking 16K
Anthropic
#107
Grok 4.1 Thinking
Grok 4.1 Thinking
xAI
#108
O3 2025-04-16
O3 2025-04-16
OpenAI
#109
Dola Seed 2.0 Pro
Dola Seed 2.0 Pro
ByteDance
#110
MiMo V2 Pro
MiMo V2 Pro
Xiaomi
#111
DeepSeek V4 Flash
DeepSeek V4 Flash
DeepSeek
#112
GPT 5.1 High
GPT 5.1 High
OpenAI
#113
GPT 5.2 Chat 0210
GPT 5.2 Chat 0210
OpenAI
#114
Claude 4.5 Sonnet 20250929 Thinking 32K
Claude 4.5 Sonnet 20250929 Thinking 32K
Anthropic
#115
Gemini 3 Flash (Thinking Minimal)
Gemini 3 Flash (Thinking Minimal)
Google
#116
GPT 5.4
GPT 5.4
OpenAI
#117
Grok 4.20 Beta
Grok 4.20 Beta
xAI
#118
Grok 4.20 Beta Multi Agent
Grok 4.20 Beta Multi Agent
xAI
#119
GPT 5.2 High
GPT 5.2 High
OpenAI
#120
GPT 5.5 Instant
GPT 5.5 Instant
OpenAI
#121
Claude 4.6 Sonnet
Claude 4.6 Sonnet
Anthropic
#122
Qwen 3.6 Plus
Qwen 3.6 Plus
alibaba
#123
Muse Spark
Muse Spark
Meta
#124
Claude 4.5 Opus 20251101
Claude 4.5 Opus 20251101
Anthropic
#125
Gemma 4 26B A4B
Gemma 4 26B A4B
Google
#126
Grok 4.20 Beta Reasoning
Grok 4.20 Beta Reasoning
xAI
#127
Gemma 4 31B
Gemma 4 31B
Google
#128
Claude 4.5 Opus 20251101 Thinking 32K
Claude 4.5 Opus 20251101 Thinking 32K
Anthropic
#129
Kimi K2.6
Kimi K2.6
moonshot
#130
GLM 5.1
GLM 5.1
Zhipu
#131
Kimi K2.5 Thinking
Kimi K2.5 Thinking
Moonshot
#132
Qwen 3.5 Max Preview
Qwen 3.5 Max Preview
alibaba
#133
Gemini 3 Flash
Gemini 3 Flash
Google
#134
Gemini 3 Pro
Gemini 3 Pro
Google
#135
DeepSeek V4 Pro Thinking
DeepSeek V4 Pro Thinking
DeepSeek
#136
Qwen 3.6 Max Preview
Qwen 3.6 Max Preview
alibaba
#137
MiMo V2.5 Pro
MiMo V2.5 Pro
Xiaomi
#138
Ernie 5.1
Ernie 5.1
Baidu
#139
GPT 5.5 High
GPT 5.5 High
OpenAI
#140
Claude 4.7 Opus
Claude 4.7 Opus
Anthropic
#141
Qwen 3.7 Max Preview
Qwen 3.7 Max Preview
alibaba
#142
Gemini 3.1 Pro Preview
Gemini 3.1 Pro Preview
Google
#143
Claude 4.7 Opus Thinking
Claude 4.7 Opus Thinking
Anthropic
#144
Claude 4.6 Opus
Claude 4.6 Opus
Anthropic
#145
GPT 5.5
GPT 5.5
OpenAI
#146
Claude 4.6 Opus Thinking
Claude 4.6 Opus Thinking
Anthropic
#147
GPT 5.4 High
GPT 5.4 High
OpenAI
#148
Gemini 3.5 Flash
Gemini 3.5 Flash
Google
#149
GLM 4.6v
GLM 4.6v
Zhipu
#150
Hunyuan Vision 1.5 Thinking
Hunyuan Vision 1.5 Thinking
Tencent