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编程AI性能追踪器

所有编程AI模型的每日排名变动、评分趋势和性能数据。评分每小时从实时模型数据更新。

模型总数
300
上升 (24小时)
165
下降 (24小时)
33
不变
102

按服务商平均评分 (前12)

LMMarketCap.com

评分分布

LMMarketCap.com

24小时最大变动

涨幅最大
Grok 4.7xAI · #42
+381
MiMo-V2.6-ProXiaomi · #117
+306
+190
MiMo-V2.6-FlashXiaomi · #234
+189
Command R (08-2024)Cohere · #227
+3
跌幅最大
Claude Opus 4.1Anthropic · #133
-61
Claude Sonnet 4Anthropic · #138
-5
Grok 4.6xAI · #43
-1
Grok 4.5xAI · #44
-1
Grok 4.3xAI · #45
-1

每日性能

#模型提供商评分24小时7天状态14天趋势
1Claude Fable 5.1Anthropic95.900stable
2Claude Fable 5.1 (batch)Anthropic95.900stable
3Claude Fable 5Anthropic95.900stable
4Claude Fable 5 (batch)Anthropic95.900stable
5Claude Opus 5Anthropic95.10+273fragile
6Claude Opus 4.8Anthropic95.10+1stable
7Claude Opus 4.7Anthropic95.10-2stable
8Claude Opus 4.7 (batch)Anthropic95.10-2stable
9Claude Opus 4.8 (batch)Anthropic94.60-1stable
10GPT-5.5 ProOpenAI92.70+9fragile
11GPT-5.5 Pro (batch)OpenAI92.70-2stable
12GPT-5.5OpenAI92.70-2stable
13GPT-5.5 (batch)OpenAI92.70-2stable
14Gemini 3.1 Pro Preview Custom ToolsGoogle92.20-2stable
15Gemini 3.1 Pro PreviewGoogle92.20-2stable
16Gemini 3.1 Pro Preview (batch)Google92.20-2stable
17GPT-5.4 ProOpenAI91.90-2stable
18GPT-5.4 Pro (batch)OpenAI91.90-2stable
19GPT-5.4OpenAI91.90-2stable
20GPT-5.4 (batch)OpenAI91.90-2stable
21GPT-5.3-CodexOpenAI90.50+19fragile
22GPT-5.2-CodexOpenAI90.50-2stable
23GPT-5.2 ChatOpenAI90.50+81fragile
24GPT-5.2 ProOpenAI90.50-3stable
25GPT-5.2 Pro (batch)OpenAI90.50-3stable
26GPT-5.2OpenAI90.50-3stable
27GPT-5.2 (batch)OpenAI90.50-3stable
28Claude Opus 4.6Anthropic90.40-3stable
29Claude Opus 4.6 (batch)Anthropic90.40-3stable
30GPT-5.6 Luna ProOpenAI89.00-3stable
31GPT-5.6 Luna Pro (batch)OpenAI89.00-3stable
32GPT-5.6 LunaOpenAI89.00-3stable
33GPT-5.6 Luna (batch)OpenAI89.00-3stable
34GPT-5.6 Terra ProOpenAI89.00-3stable
35GPT-5.6 Terra Pro (batch)OpenAI89.00-3stable
36GPT-5.6 TerraOpenAI89.00-3stable
37GPT-5.6 Terra (batch)OpenAI89.00-3stable
38GPT-5.6 Sol ProOpenAI89.00-3stable
39GPT-5.6 Sol Pro (batch)OpenAI89.00-3stable
40GPT-5.6 SolOpenAI89.00-3stable
41GPT-5.6 Sol (batch)OpenAI89.00-3stable
42Grok 4.7xAI88.8+381+381preliminary
43Grok 4.6xAI88.8-1+4stable
44Grok 4.5xAI88.8-1+57fragile
45Grok 4.3xAI88.8-1+31fragile
46Grok 4.20xAI88.8-1-7fragile
47GPT-5.1-Codex-MaxOpenAI88.7-1+2stable
48GPT-5.1OpenAI88.7-1+2stable
49GPT-5.1-CodexOpenAI88.7-1+3stable
50GPT-5 ProOpenAI88.7-1-9fragile
51GPT-5 Pro (batch)OpenAI88.7-1-9fragile
52GPT-5OpenAI88.7-1-9fragile
53GPT-5 (batch)OpenAI88.7-1-9fragile
54Gemini 3 Flash PreviewGoogle88.4-1-9fragile
55Gemini 3 Flash Preview (batch)Google88.4-1-9fragile
56Grok 4.20 Multi-AgentxAI87.9-1-8fragile
57GPT-5.1 (batch)OpenAI87.8-1-6fragile
58GPT-5.1-Codex-MiniOpenAI87.8-1-5stable
59o3 ProOpenAI86.7-1-5stable
60o3OpenAI86.7-1-5stable
61o3 (batch)OpenAI86.7-1-5stable
62Claude Sonnet 5Anthropic85.2-1+232fragile
63Claude Sonnet 4.6Anthropic85.2-1-6fragile
64Claude Sonnet 4.6 (batch)Anthropic85.2-1-6fragile
65Claude Opus 4.5Anthropic85.1-1-6fragile
66Claude Opus 4.5 (batch)Anthropic85.1-1-6fragile
67Gemini 2.5 ProGoogle83.5-1-6fragile
68Gemini 2.5 Pro (batch)Google83.5-1-6fragile
69Gemini 2.5 Pro Preview 06-05Google83.5-1-6fragile
70DeepSeek V3.2DeepSeek83.4-1-6fragile
71Claude Sonnet 4.5Anthropic82.4-1-6fragile
72Claude Sonnet 4.5 (batch)Anthropic82.4-1-6fragile
73GPT-6 AstraOpenAI81.8+1-5stable
74GPT-6 Astra (batch)OpenAI81.8+1-5stable
75GPT-6 Astra ProOpenAI81.8+1-5stable
76GPT-6 Astra Pro (batch)OpenAI81.8+1-5stable
77o4 MiniOpenAI81.4+1-5stable
78o4 Mini (batch)OpenAI81.4+1-5stable
79Gemini 3.8 FlashGoogle81.0+1-5stable
80Gemini 3.8 Flash (batch)Google81.0+1-5stable
81Grok 4.3 (batch)xAI81.0+1-4stable
82Muse Spark 1.3meta80.9+1+162fragile
83Muse Spark 1.2meta80.9+1+190fragile
84Muse Spark 1.1meta80.9+1-6fragile
85Gemma 4 31BGoogle80.5+1-6fragile
86Gemma 4 31B (free)Google80.5+1-6fragile
87Qwen3.5 397B A17BAlibaba79.4+1-6fragile
88R1 0528DeepSeek79.4+1-6fragile
89GPT-5.4 NanoOpenAI79.3+1-6fragile
90GPT-5.4 Nano (batch)OpenAI79.3+1-6fragile
91GPT-5.4 MiniOpenAI79.3+1-6fragile
92GPT-5.4 Mini (batch)OpenAI79.3+1-6fragile
93Gemini 3.1 Flash Lite PreviewGoogle79.3+1-6fragile
94Gemini 2.5 Flash LiteGoogle79.1+1-6fragile
95Gemini 2.5 Flash Lite (batch)Google79.1+1-6fragile
96Gemini 2.5 FlashGoogle79.1+1-6fragile
97Gemini 2.5 Flash (batch)Google79.1+1-6fragile
98Gemini 3.5 FlashGoogle79.0+1-6fragile
99Gemini 3.5 Flash (batch)Google79.0+1-6fragile
100GLM 5.3Zhipu AI78.6+1+5stable
101GLM 5.3 (batch)Zhipu AI78.6+1-7fragile
102GLM 5.2Zhipu AI78.6+1-7fragile
103GLM 5.2 (batch)Zhipu AI78.6+1-7fragile
104GLM 5.3 FlashZhipu AI78.0+1-7fragile
105GLM 5.1Zhipu AI78.0+1+11fragile
106GLM 5 TurboZhipu AI78.0+1+43fragile
107GLM 5Zhipu AI78.0+1-9fragile
108GLM 5.3 FlashXZhipu AI77.9+1-9fragile
109GLM 5.3 Flash (batch)Zhipu AI77.9+1-9fragile
110Qwen3.5-122B-A10BAlibaba77.7+1-8fragile
111Gemma 2 27BGoogle77.4+1-8fragile
112Qwen3.5-27BAlibaba77.0+1-6fragile
113GPT-5 Mini (batch)OpenAI76.8+1-6fragile
114GPT-5 Nano (batch)OpenAI76.8+1-6fragile
115Gemini 3.5 Flash LiteGoogle76.5+1-6fragile
116Gemini 3.5 Flash Lite (batch)Google76.5+1-6fragile
117MiMo-V2.6-ProXiaomi76.2+306+306preliminary
118MiMo-V2.5-ProXiaomi76.20-7fragile
119Qwen3.5-35B-A3BAlibaba76.00-7fragile
120GLM 5.2 (free)Zhipu AI75.70-7fragile
121Kimi K2.6Moonshot AI75.70-7fragile
122Qwen3.8 Max (0902)Alibaba75.60+120fragile
123Qwen3.7 PlusAlibaba75.60-8fragile
124o3 MiniOpenAI75.30-7fragile
125Claude Opus 4.1 (batch)Anthropic75.20-7fragile
126GLM 4.7Zhipu AI75.10+13fragile
127GLM 4.6Zhipu AI75.10+27fragile
128GLM 4.5Zhipu AI75.10-9fragile
129Qwen3.7 MaxAlibaba74.80+176fragile
130Qwen3.5 Plus 2026-04-20Alibaba74.80+187fragile
131Qwen3.6 Max PreviewAlibaba74.80-11fragile
132Hy3Tencent74.40-11fragile
133Claude Opus 4.1Anthropic74.4-61-11fragile
134o1OpenAI74.40-10fragile
135o3 Mini (batch)OpenAI74.30-10fragile
136Qwen3.6 PlusAlibaba74.10-10fragile
137MiniMax M3MiniMax73.90-10fragile
138Claude Sonnet 4Anthropic73.9-5-15fragile
139R1DeepSeek73.8-1-11fragile
140o1-proOpenAI73.60-10fragile
141Qwen3.8 27BAlibaba73.40-10fragile
142MiMo-V2.5Xiaomi73.00-10fragile
143Gemma 4 26B A4B Google73.00-10fragile
144Gemma 4 26B A4B (free)Google73.00-10fragile
145Qwen3.8 27B (free)Alibaba72.90-10fragile
146Inklingthinkingmachines72.90-10fragile
147Inkling (free)thinkingmachines72.90-10fragile
148GLM 5V TurboZhipu AI72.3+1-8fragile
149o4 Mini HighOpenAI72.1+1-8fragile
150GPT-4o (batch)OpenAI72.0+1-8fragile
151DeepSeek V3.2 ExpDeepSeek71.8+1+4stable
152DeepSeek V3.1DeepSeek71.8+1+7fragile
153DeepSeek V3 0324DeepSeek71.8+1-10fragile
154Mistral Medium 3.5Mistral AI71.6+1-10fragile
155MiniMax M2.7MiniMax71.6+1+6fragile
156MiniMax M2.5MiniMax71.6+1-11fragile
157GPT-4o (2024-11-20)OpenAI71.2+1+60fragile
158GPT-4o (2024-08-06)OpenAI71.2+1-12fragile
159GPT-4oOpenAI71.2+1-12fragile
160GPT-4o (2024-05-13)OpenAI71.2+1-12fragile
161MiniMax M2.1MiniMax71.0+1-5stable
162MiniMax M2MiniMax71.0+1-12fragile
163MiniMax M1MiniMax70.8+1-12fragile
164GLM 4.5 AirZhipu AI70.7+1-12fragile
165Llama 4 MaverickMeta70.7+1-12fragile
166Claude Haiku 4.5Anthropic69.9+1-9fragile
167Claude Haiku 4.5 (batch)Anthropic69.9+1-9fragile
168DeepSeek V3DeepSeek69.5+1-8fragile
169Qwen3 VL 235B A22B ThinkingAlibaba69.3+1+4stable
170Qwen3 VL 235B A22B InstructAlibaba69.3+1-8fragile
171DeepSeek V3.1 TerminusDeepSeek69.3+1-8fragile
172GPT-4o-miniOpenAI69.3+1-8fragile
173Inkling Smallthinkingmachines68.7+1-8fragile
174Inkling Small (free)thinkingmachines68.7+1-8fragile
175Qwen3.5-FlashAlibaba68.6+1-8fragile
176Hy3 previewTencent68.4+1-8fragile
177Qwen3.5 Plus 2026-02-15Alibaba68.2+1+159fragile
178Qwen3 Max ThinkingAlibaba68.2+1-9fragile
179MiniMax M2-herMiniMax68.1+1-9fragile
180GPT-4.1OpenAI67.7+1-9fragile
181GPT-4.1 (batch)OpenAI67.7+1-9fragile
182Qwen3 MaxAlibaba67.4+1-8fragile
183Mistral Large 3 2512 (batch)Mistral AI67.0+1-8fragile
184Llama 3.3 70B InstructMeta66.8+1-8fragile
185Qwen3 Next 80B A3B ThinkingAlibaba66.7+1+6fragile
186Qwen3 Next 80B A3B InstructAlibaba66.7+1-9fragile
187GPT-4 TurboOpenAI66.7+1-9fragile
188Qwen3.5-9BAlibaba66.5+1-9fragile
189Step 3.5 FlashStepFun66.1+1-9fragile
190Mistral Large 2407Mistral AI65.9+1+23fragile
191Mistral LargeMistral AI65.9+1-10fragile
192Composer 2Cursor65.7+1-10fragile
193Composer 2 FastCursor65.7+1-10fragile
194GLM 4.6VZhipu AI65.6+1-10fragile
195Qwen3 235B A22B Thinking 2507Alibaba65.3+1-10fragile
196Llama 3.1 70B InstructMeta65.3+1-10fragile
197GPT-4OpenAI64.9+1-10fragile
198Qwen3 235B A22B Instruct 2507Alibaba64.7+1-10fragile
199Qwen3 30B A3B Thinking 2507Alibaba64.1+1-9fragile
200Qwen3 30B A3B Instruct 2507Alibaba64.1+1+170fragile
201Qwen3 30B A3BAlibaba64.1+1-12fragile
202o3 Mini HighOpenAI63.9+1-10fragile
203GLM 4.7 FlashZhipu AI63.5+1-10fragile
204Mixtral 8x22B InstructMistral AI63.4+1-10fragile
205Trinity Large Thinkingarcee-ai63.1+1-10fragile
206GPT-4o-mini (batch)OpenAI62.5+1-10fragile
207GLM 4.5VZhipu AI62.3+1-10fragile
208GPT-5 NanoOpenAI61.9+1-10fragile
209gpt-oss-120bOpenAI61.6+1-10fragile
210GPT-4 Turbo (batch)OpenAI61.5+2-9fragile
211Mercury 2.5Inception61.2+2-9fragile
212Qwen3 8BAlibaba61.0+2-9fragile
213Mercury 2Inception60.9+2-9fragile
214Nova 2 LiteAmazon60.4+2-9fragile
215Llama 4 ScoutMeta60.2+2-9fragile
216Phi 4Microsoft60.2+2-9fragile
217GPT-4.1 Mini (batch)OpenAI58.9+2-9fragile
218GPT-4.1 Nano (batch)OpenAI58.9+2-9fragile
219gpt-oss-20bOpenAI57.4+2-9fragile
220GPT-4o-mini (2024-07-18)OpenAI56.5+2-9fragile
221GPT-4.1 MiniOpenAI56.2+2-9fragile
222Qwen3 235B A22BAlibaba54.0+2-8fragile
223Granite 4.2 8BIBM53.8+2-8fragile
224GPT-5 MiniOpenAI53.8+2-8fragile
225Claude 3 HaikuAnthropic51.3+2-7fragile
226Command ACohere50.8+2-7fragile
227Command R (08-2024)Cohere48.7+3-6fragile
228Command R+ (08-2024)Cohere48.7+2-7fragile
229Kimi K2.5Moonshot AI47.5+2-7fragile
230Llama 3.1 8B InstructMeta44.5+2-7fragile
231GPT-4.1 NanoOpenAI42.1+2-7fragile
232R1 Distill Llama 70BDeepSeek40.7+2-7fragile
233MiMo-V2.6-Pro-UltraSpeedXiaomi40.0+190+190preliminary
234MiMo-V2.6-FlashXiaomi40.0+189+189preliminary
235Ternary Bonsai 2 27Bprism-ml40.00-9fragile
236Paretounbiased40.00-9fragile
237DeepSeek Pro Latest~deepseek40.00-9fragile
238DeepSeek Flash Latest~deepseek40.00-9fragile
239Schematron V2 Turboinference-net40.00-9fragile
240Schematron V2 Smallinference-net40.00-9fragile
241GPT Astra Latest~openai40.00-9fragile
242GPT Sol Latest~openai40.00-9fragile
243GPT Terra Latest~openai40.00-9fragile
244GPT Luna Latest~openai40.00-9fragile
245Fugu Ultra v2sakana40.00-9fragile
246Fugu Maxsakana40.00-9fragile
247Ling 3.0 Flash VLinclusionai40.00-9fragile
248Ling 3.0 Flash VL (free)inclusionai40.00-9fragile
249DeepSeek V4.1 FlashDeepSeek40.00-9fragile
250Ling 3.0 Flash Sante (free)inclusionai40.00-9fragile
251Muse Spark 1.3 Contributormeta40.00-8fragile
252Hy4 previewTencent40.00-7fragile
253Ling 3.0 Flash Fininclusionai40.00-7fragile
254Ling 3.0 Flash Fin (free)inclusionai40.00-7fragile
255GLM Flash Latest~z-ai40.00-7fragile
256Qwen3.8 FlashAlibaba40.00-7fragile
257Muse Spark 1.2 Contributormeta40.00-7fragile
258DeepSeek V4 Flash Vision ExpDeepSeek40.00-7fragile
259DeepSeek V4 Flash Vision Exp (batch)DeepSeek40.00-7fragile
260Hy-MT2-1.8BTencent40.00-7fragile
261Hy-MT2-30B-A3BTencent40.00-7fragile
262GLM Latest~z-ai40.00-7fragile
263Hy-MT2-7BTencent40.00-7fragile
264Dots3-Note Preview (free)dots-studio40.00-7fragile
265Gemini 3.7 FlashGoogle40.00-7fragile
266Gemini 3.7 Flash (batch)Google40.00-7fragile
267Seed 2.1 TurboByteDance40.00-7fragile
268Qwen3.8 2.4T A95BAlibaba40.00-7fragile
269Seed-2.0-CodeByteDance40.0+1-6fragile
270DeepSeek V4 Pro 0813DeepSeek40.0+1-6fragile
271DeepSeek V4 Pro 0813 (batch)DeepSeek40.0+1-6fragile
272LFM2.5-2.6B (free)Liquid AI40.0+1-6fragile
273Nemotron 3.5 LightningNVIDIA40.0+1-6fragile
274Nemotron 3.5 Lightning (free)NVIDIA40.0+1-6fragile
275Sakana Namazusakana40.0+1-6fragile
276Solar Pro 4Upstage40.0+1-6fragile
277Muse Glimmer 30Bmeta40.0+1-6fragile
278Muse Glimmer 30B (batch)meta40.0+1-6fragile
279DeepSeek V4 Flash Latest~deepseek40.0+1-5stable
280DeepSeek V4 Flash 0731DeepSeek40.0+1-5stable
281DeepSeek V4 Flash 0731 (batch)DeepSeek40.0+1-5stable
282Qwen3.7 FlashAlibaba40.0+1-5stable
283Claude Opus 5 (batch)Anthropic40.0+1-4stable
284Ling 3.0 Flashinclusionai40.0+1-4stable
285Laguna S 2.1poolside40.0+1-4stable
286Laguna S 2.1 (free)poolside40.0+1-4stable
287Gemini 3.6 FlashGoogle40.0+1-4stable
288Gemini 3.6 Flash (batch)Google40.0+1-4stable
289LongCat 2.0Meituan40.0+1-4stable
290Kimi K3Moonshot AI40.0+1-4stable
291KAT-Coder-Pro V2.5Kuaishou40.0+2-3stable
292Grok Latest~x-ai40.0+2-3stable
293Aion-3.0-Miniaion-labs40.0+2-3stable
294Aion-3.0aion-labs40.0+2-3stable
295Laguna XS 2.1poolside40.0+2-3stable
296Laguna XS 2.1 (free)poolside40.0+2-3stable
297Claude Sonnet 5 (batch)Anthropic40.0+2-2stable
298Fugu Ultrasakana40.0+2-2stable
299North Mini Code (free)Cohere40.0+2-2stable
300Kimi K2.7 CodeMoonshot AI40.0+2-2stable

服务商分布

OpenAI
78 models
Alibaba
31 models
Google
28 models
Anthropic
26 models
Zhipu AI
19 models
DeepSeek
16 models
xAI
7 models
meta
7 models
MiniMax
7 models
Tencent
6 models
inclusionai
6 models
Xiaomi
5 models
Mistral AI
5 models
Meta
5 models
Moonshot AI
4 models
thinkingmachines
4 models
Cohere
4 models
~openai
4 models
sakana
4 models
poolside
4 models
~deepseek
3 models
Cursor
2 models
Inception
2 models
inference-net
2 models
~z-ai
2 models
ByteDance
2 models
NVIDIA
2 models
aion-labs
2 models
StepFun
1 model
arcee-ai
1 model
Amazon
1 model
Microsoft
1 model
IBM
1 model
prism-ml
1 model
unbiased
1 model
dots-studio
1 model
Liquid AI
1 model
Upstage
1 model
Meituan
1 model
Kuaishou
1 model
~x-ai
1 model

相关

Frequently Asked Questions

Models are ranked using a benchmark-driven score from 0 to 100 where benchmark performance (90%) from LMArena, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations is the primary signal. Capabilities and context window serve as tiebreakers (10%). Scores update hourly from live API data across 290+ coding models.

The 24h column shows how many positions a model moved up or down in the last 24 hours, while the 7d column shows the change over the past week. Green values with a + indicate rank improvements, red values indicate drops, and 0 means the rank was unchanged.

The state classification reflects a model's ranking consistency. "Stable" means the model has maintained its position reliably. "Held" indicates it is holding steady but with some variance. "Fragile" means the model's rank is fluctuating and may shift significantly. "Preliminary" is assigned to newly tracked models without enough history.

Coding AI Tracker — Daily Performance & Rankings | LM Market Cap