AI指令遵循排行榜 - 大模型指令执行能力排名

AI大模型指令理解与执行能力排行,测试模型按照用户指令精确执行任务的能力

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

指令理解与执行能力

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