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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)
182
下降 (24小时)
2
不变
116

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
MiniMax M1MiniMax · #151
+4
GLM 4.5 AirZhipu AI · #152
+4
Command A+Cohere · #165
+4
Command R (08-2024)Cohere · #173
+4
Claude Haiku 4.5Anthropic · #116
+3
跌幅最大
MiniMax M2.7MiniMax · #153
-37
MiniMax M2.5MiniMax · #154
-37

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 5.5Anthropic95.10+210fragile
6Claude Opus 5Anthropic95.10+264fragile
7Claude Opus 4.8Anthropic95.10-1stable
8Claude Opus 4.7Anthropic95.10-3stable
9GPT-5.5 ProOpenAI92.70+6fragile
10GPT-5.5 Pro (batch)OpenAI92.70-3stable
11GPT-5.5OpenAI92.70-3stable
12Gemini 3.1 Pro Preview Custom ToolsGoogle92.20-3stable
13Gemini 3.1 Pro PreviewGoogle92.20-3stable
14Gemini 3.1 Pro Preview (batch)Google92.20-3stable
15GPT-5.4 ProOpenAI91.90-3stable
16GPT-5.4 Pro (batch)OpenAI91.90-3stable
17GPT-5.4OpenAI91.90-3stable
18GPT-5.3-CodexOpenAI90.50+17fragile
19GPT-5.2-CodexOpenAI90.50+17fragile
20GPT-5.2 ChatOpenAI90.50+35fragile
21GPT-5.2 ProOpenAI90.50-5stable
22GPT-5.2 Pro (batch)OpenAI90.50-5stable
23GPT-5.2OpenAI90.50-5stable
24Claude Opus 4.6Anthropic90.40-5stable
25GPT-5.6 Luna ProOpenAI89.00-5stable
26GPT-5.6 Luna Pro (batch)OpenAI89.00-5stable
27GPT-5.6 LunaOpenAI89.00-5stable
28GPT-5.6 Luna (batch)OpenAI89.00-5stable
29GPT-5.6 Terra ProOpenAI89.00-5stable
30GPT-5.6 Terra Pro (batch)OpenAI89.00-5stable
31GPT-5.6 TerraOpenAI89.00-5stable
32GPT-5.6 Terra (batch)OpenAI89.00-5stable
33GPT-5.6 Sol ProOpenAI89.00-5stable
34GPT-5.6 Sol Pro (batch)OpenAI89.00-5stable
35GPT-5.6 SolOpenAI89.00-5stable
36GPT-5.6 Sol (batch)OpenAI89.00-5stable
37GPT-5.5 (batch)OpenAI89.00-5stable
38GPT-5.4 (batch)OpenAI89.00-5stable
39Grok 4.7xAI88.80+11fragile
40Grok 4.6xAI88.80+11fragile
41Grok 4.5xAI88.80+11fragile
42Grok 4.3xAI88.80+4stable
43Grok 4.20xAI88.80-9fragile
44GPT-5.2 (batch)OpenAI88.70-7fragile
45GPT-5.1-Codex-MaxOpenAI88.70-7fragile
46GPT-5.1OpenAI88.70+8fragile
47GPT-5.1 (batch)OpenAI88.70-8fragile
48GPT-5.1-CodexOpenAI88.70-8fragile
49GPT-5.1-Codex-MiniOpenAI88.70-8fragile
50GPT-5 ProOpenAI88.70-8fragile
51GPT-5 Pro (batch)OpenAI88.70-8fragile
52GPT-5OpenAI88.70-8fragile
53GPT-5 (batch)OpenAI88.70-8fragile
54Grok 4.3 (batch)xAI88.50-7fragile
55Gemini 3 Flash PreviewGoogle88.40-7fragile
56Gemini 3 Flash Preview (batch)Google88.40-7fragile
57Grok 4.7 (batch)xAI88.30+376preliminary
58Grok 4.6 (batch)xAI88.30+375preliminary
59Grok 4.20 Multi-AgentxAI87.90-6fragile
60o3 ProOpenAI86.70-4stable
61o3OpenAI86.70-4stable
62o3 (batch)OpenAI86.70-4stable
63Claude Sonnet 5.5Anthropic85.20+136fragile
64Claude Sonnet 5Anthropic85.20+221fragile
65Claude Sonnet 4.6Anthropic85.20-6fragile
66Claude Opus 4.5Anthropic85.10-6fragile
67Claude Opus 4.5 (batch)Anthropic85.10-6fragile
68Claude Opus 4.8 (batch)Anthropic83.50-6fragile
69Claude Opus 4.7 (batch)Anthropic83.50-6fragile
70Claude Opus 4.6 (batch)Anthropic83.50-6fragile
71Gemini 2.5 ProGoogle83.50-6fragile
72Gemini 2.5 Pro Preview 06-05Google83.50-6fragile
73DeepSeek V3.2DeepSeek83.40-6fragile
74Claude Opus 4.1 (batch)Anthropic82.90-6fragile
75Claude Sonnet 4.5Anthropic82.40-6fragile
76Claude Opus 4.1Anthropic82.10-6fragile
77GPT-6 AstraOpenAI81.80-6fragile
78GPT-6 Astra (batch)OpenAI81.80-6fragile
79GPT-6 Astra ProOpenAI81.80-6fragile
80GPT-6 Astra Pro (batch)OpenAI81.80-6fragile
81o4 Mini (batch)OpenAI81.40-6fragile
82Gemini 3.8 FlashGoogle81.00-6fragile
83Gemini 3.8 Flash (batch)Google81.00-6fragile
84R1 0528DeepSeek79.40-6fragile
85GPT-5.4 NanoOpenAI79.30-6fragile
86GPT-5.4 Nano (batch)OpenAI79.30-6fragile
87GPT-5.4 MiniOpenAI79.30-6fragile
88GPT-5.4 Mini (batch)OpenAI79.30-6fragile
89Gemini 2.5 Flash LiteGoogle79.10-6fragile
90Gemini 2.5 FlashGoogle79.10-6fragile
91Gemini 3.5 Flash LiteGoogle79.00-6fragile
92Gemini 3.5 Flash Lite (batch)Google79.00-6fragile
93Gemini 3.5 FlashGoogle79.00-6fragile
94Gemini 3.5 Flash (batch)Google79.00-6fragile
95Gemma 2 27BGoogle77.40-6fragile
96GPT-5 Mini (batch)OpenAI76.80-6fragile
97GPT-5 NanoOpenAI76.80-6fragile
98GPT-5 Nano (batch)OpenAI76.80-6fragile
99Gemma 4 31BGoogle75.90-6fragile
100Gemma 4 31B (free)Google75.90-6fragile
101Claude Sonnet 4.6 (batch)Anthropic75.30-6fragile
102Claude Sonnet 4.5 (batch)Anthropic75.30-6fragile
103o3 Mini (batch)OpenAI74.30-6fragile
104GPT-4o (batch)OpenAI72.00-6fragile
105DeepSeek V3.2 ExpDeepSeek71.80+253fragile
106DeepSeek V3.1DeepSeek71.80+258fragile
107DeepSeek V3 0324DeepSeek71.80-8fragile
108GPT-4o (2024-11-20)OpenAI71.20+48fragile
109GPT-4o (2024-08-06)OpenAI71.20-9fragile
110GPT-4oOpenAI71.20-9fragile
111GPT-4o (2024-05-13)OpenAI71.20-9fragile
112Gemini 3.1 Flash Lite PreviewGoogle70.70-9fragile
113Qwen3.5 397B A17BAlibaba70.70-9fragile
114Llama 4 MaverickMeta70.40-9fragile
115Claude Haiku 5.5Anthropic69.90+37fragile
116Claude Haiku 4.5Anthropic69.9+3-9fragile
117Claude Haiku 4.5 (batch)Anthropic69.9+3-9fragile
118Qwen3.5-122B-A10BAlibaba69.8+3-9fragile
119GLM 5.3 FlashX LegalZhipu AI69.7+3+314preliminary
120GLM 5.3 FlashXZhipu AI69.7+3-10fragile
121GLM 5.3 FlashZhipu AI69.7+3-10fragile
122GLM 5.3 Flash (batch)Zhipu AI69.7+3-10fragile
123DeepSeek V3DeepSeek69.5+3-10fragile
124Qwen3.5-27BAlibaba69.3+3-10fragile
125GPT-4o-miniOpenAI69.3+3-10fragile
126GLM 5V TurboZhipu AI69.2+3-10fragile
127GLM 5.3 PrimeZhipu AI68.9+3-10fragile
128GLM 5.3Zhipu AI68.9+3-10fragile
129GLM 5.3 (batch)Zhipu AI68.9+3-10fragile
130GLM 5.2Zhipu AI68.9+3-10fragile
131Qwen3.5-35B-A3BAlibaba68.7+3-10fragile
132Mistral Large 4Mistral AI68.3+3-10fragile
133GLM 5.1Zhipu AI68.3+3-10fragile
134GLM 5 TurboZhipu AI68.3+3+11fragile
135GLM 5Zhipu AI68.3+3-11fragile
136GLM 4.5VZhipu AI67.7+3-11fragile
137GPT-4.1OpenAI67.7+3-11fragile
138GPT-4.1 (batch)OpenAI67.7+3-11fragile
139GLM 4.7Zhipu AI67.1+3+289fragile
140GLM 4.6Zhipu AI67.1+3+289fragile
141GLM 4.5Zhipu AI67.1+3-13fragile
142Mistral Large 3 2512Mistral AI67.0+3-13fragile
143Llama 3.3 70B InstructMeta66.8+3-13fragile
144Qwen3.5-9BAlibaba66.5+3-13fragile
145Mistral Large 2407Mistral AI65.9+3+254fragile
146Mistral LargeMistral AI65.9+3-14fragile
147Composer 2Cursor65.7+3-14fragile
148Composer 2 FastCursor65.7+3-14fragile
149Qwen3 235B A22B Thinking 2507Alibaba64.7+3-11fragile
150Qwen3 235B A22B Instruct 2507Alibaba64.7+3-13fragile
151MiniMax M1MiniMax64.1+4-11fragile
152GLM 4.5 AirZhipu AI63.7+4-11fragile
153MiniMax M2.7MiniMax63.6-37-17fragile
154MiniMax M2.5MiniMax63.6-37-12fragile
155Llama 3.1 70B InstructMeta63.6+2-20fragile
156Mixtral 8x22B InstructMistral AI63.4+2-13fragile
157GPT-4o-mini (batch)OpenAI62.5+2-13fragile
158Phi 4Microsoft61.0+3-11fragile
159Llama 4 ScoutMeta60.2+3-11fragile
160GPT-4OpenAI60.0+3-11fragile
161GPT-4.1 Mini (batch)OpenAI58.9+3-11fragile
162GPT-4.1 Nano (batch)OpenAI58.9+3-11fragile
163Claude Haiku 5.5 (batch)Anthropic58.0+3-10fragile
164GPT-4 Turbo (batch)OpenAI57.2+3-10fragile
165Command A+Cohere53.2+4-8fragile
166Command ACohere50.8+3-9fragile
167Kimi K2.6Moonshot AI47.5+3+155fragile
168Kimi K2.5Moonshot AI47.5+3-10fragile
169GPT-4o-mini (2024-07-18)OpenAI46.3+3-10fragile
170GPT-4.1 MiniOpenAI44.2+3-10fragile
171Llama 3.1 8B InstructMeta40.7+3-10fragile
172GPT-5 MiniOpenAI40.5+3-10fragile
173Command R (08-2024)Cohere40.5+4-9fragile
174Command R+ (08-2024)Cohere40.5+3-10fragile
175ricursiveAI/Ripple-65B-Previewricursiveai40.0+3+258preliminary
176Hy4Tencent40.0+3+257preliminary
177Particle-1particle-ai40.0+3-12fragile
178GPT-6.1 Terra ProOpenAI40.0+3-12fragile
179GPT-6.1 Terra Pro (batch)OpenAI40.0+3-12fragile
180GPT-6.1 TerraOpenAI40.0+3-12fragile
181GPT-6.1 Terra (batch)OpenAI40.0+3-12fragile
182Kimi K3.1 ProMoonshot AI40.0+3-12fragile
183Flint (free)recursive40.0+3-12fragile
184MiniMax M3.1 FlashMiniMax40.0+3-12fragile
185DeepSeek V4.1 Flash 1017DeepSeek40.0+3-12fragile
186Glimpseelorian40.0+3-12fragile
187Xing4.0 29B A4B (free)xingchen-agi40.0+3-12fragile
188Beam 1.0 501B A23Breflection40.0+3-12fragile
189Mercury 3Inception40.0+3-12fragile
190Ternary Bonsai 2 9Bprism-ml40.0+3-12fragile
191Moondream 3 Previewmoondream40.0+3-12fragile
192Moondream 3.1moondream40.0+3-12fragile
193Muse Spark Openmeta40.0+3-12fragile
194Nemotron 3.5 Super VLNVIDIA40.0+3-12fragile
195Nemotron 3.5 Super VL (free)NVIDIA40.0+3-12fragile
196Pareto 26.10unbiased40.0+3-12fragile
197Pareto Latest~unbiased40.0+3-12fragile
198Pareto 26.9unbiased40.0+3-12fragile
199LFM2.5-24B-A2BLiquid AI40.0+3-12fragile
200Gemini 4 ArgonGoogle40.0+3-12fragile
201Gemini 4 Argon (batch)Google40.0+3-12fragile
202Summarizescaledown40.0+3-12fragile
203Extractscaledown40.0+3-12fragile
204Muse Wondermeta40.0+3-12fragile
205Step 5 PreviewStepFun40.0+3-12fragile
206Ling 3.1 Flashinclusionai40.0+3-12fragile
207GPT-6.1 Sol ProOpenAI40.0+3-12fragile
208GPT-6.1 Sol Pro (batch)OpenAI40.0+3-12fragile
209GPT-6.1 SolOpenAI40.0+3-12fragile
210GPT-6.1 Sol (batch)OpenAI40.0+3-12fragile
211Claude Sonnet 5.5 (batch)Anthropic40.0+3-11fragile
212Jev Routertypesafe40.0+3+193fragile
213Perceptron Mk1.5perceptron40.0+3-12fragile
214Ember-1fireworks40.0+3-12fragile
215Qwen3.8 Max PrimeAlibaba40.0+3-12fragile
216Aion 3.5 Miniaion-labs40.0+3-12fragile
217Aion 3.5aion-labs40.0+3-12fragile
218Solar Mini 4Upstage40.0+3-12fragile
219GPT-6 Luna ProOpenAI40.0+3-12fragile
220GPT-6 Luna Pro (batch)OpenAI40.0+3-12fragile
221GPT-6 LunaOpenAI40.0+3-12fragile
222GPT-6 Luna (batch)OpenAI40.0+3-12fragile
223GPT-6 Sol ProOpenAI40.0+3-12fragile
224GPT-6 Sol Pro (batch)OpenAI40.0+3-12fragile
225GPT-6 SolOpenAI40.0+3-12fragile
226GPT-6 Sol (batch)OpenAI40.0+3-12fragile
227Claude Opus 5.5 (batch)Anthropic40.0+3-11fragile
228SwitchyardNVIDIA40.0+3+178fragile
229MiMo-V2.6-Pro-UltraSpeedXiaomi40.0+3-12fragile
230MiMo-V2.6-FlashXiaomi40.0+3-12fragile
231MiMo-V2.6-ProXiaomi40.0+3-12fragile
232Qwen3.8 Omni FlashAlibaba40.0+3-12fragile
233Ternary Bonsai 2 27Bprism-ml40.0+3-12fragile
234DeepSeek Pro Latest~deepseek40.0+3-12fragile
235DeepSeek Flash Latest~deepseek40.0+3-12fragile
236Schematron V2 Turboinference-net40.0+3-12fragile
237Schematron V2 Smallinference-net40.0+3-12fragile
238GPT Astra Latest~openai40.0+3-12fragile
239GPT Sol Latest~openai40.0+3-12fragile
240GPT Terra Latest~openai40.0+3-12fragile
241GPT Luna Latest~openai40.0+3-12fragile
242Fugu Ultra v2sakana40.0+3-12fragile
243Fugu Maxsakana40.0+3-12fragile
244Ling 3.0 Flash VLinclusionai40.0+3-12fragile
245DeepSeek V4.1 FlashDeepSeek40.0+3-12fragile
246DeepSeek V4.1 Flash (batch)DeepSeek40.0+3-12fragile
247Mercury 2.5Inception40.0+3-12fragile
248Qwen3.8 Max (0902)Alibaba40.0+3-12fragile
249Muse Spark 1.3 Contributormeta40.0+3-12fragile
250Muse Spark 1.3meta40.0+3-12fragile
251Granite 4.2 8BIBM40.0+3-12fragile
252Hy4 previewTencent40.0+3-12fragile
253GLM Flash Latest~z-ai40.0+3-12fragile
254Qwen3.8 FlashAlibaba40.0+3-12fragile
255Muse Spark 1.2 Contributormeta40.0+3-12fragile
256DeepSeek V4 Flash Vision ExpDeepSeek40.0+3-12fragile
257Hy-MT2-1.8BTencent40.0+3-12fragile
258Hy-MT2-30B-A3BTencent40.0+3-12fragile
259GLM Latest~z-ai40.0+3-12fragile
260Hy-MT2-7BTencent40.0+3-12fragile
261Qwen3.8 27BAlibaba40.0+3-12fragile
262Dots3-Note Preview (free)dots-studio40.0+3-12fragile
263Gemini 3.7 FlashGoogle40.0+3-12fragile
264Gemini 3.7 Flash (batch)Google40.0+3-12fragile
265Seed 2.1 TurboByteDance40.0+3-12fragile
266Qwen3.8 2.4T A95BAlibaba40.0+3-12fragile
267Seed-2.0-CodeByteDance40.0+3-12fragile
268DeepSeek V4 Pro 0813DeepSeek40.0+3-12fragile
269LFM2.5-2.6BLiquid AI40.0+3-12fragile
270LFM2.5-2.6B (free)Liquid AI40.0+3-12fragile
271Nemotron 3.5 LightningNVIDIA40.0+3-12fragile
272Nemotron 3.5 Lightning (free)NVIDIA40.0+3-12fragile
273Sakana Namazusakana40.0+3-12fragile
274Solar Pro 4Upstage40.0+3-12fragile
275Muse Glimmer 30Bmeta40.0+3-12fragile
276Ling 3.0 Tinyinclusionai40.00+157preliminary
277Muse Spark 1.2meta40.0+2-13fragile
278DeepSeek V4 Flash Latest~deepseek40.0+2-13fragile
279DeepSeek V4 Flash 0731DeepSeek40.0+2-13fragile
280Inkling Smallthinkingmachines40.0+2-13fragile
281Qwen3.7 FlashAlibaba40.0+2-12fragile
282Claude Opus 5 (batch)Anthropic40.0+2-11fragile
283Ling 3.0 Flashinclusionai40.0+2-11fragile
284Gemini 3.6 FlashGoogle40.0+2-11fragile
285Gemini 3.6 Flash (batch)Google40.0+2-11fragile
286LongCat 2.0Meituan40.0+2-11fragile
287Inklingthinkingmachines40.0+2-11fragile
288Kimi K3Moonshot AI40.0+2-10fragile
289Kimi K3 (batch)Moonshot AI40.0+2-10fragile
290Muse Spark 1.1meta40.0+2-10fragile
291Grok Latest~x-ai40.0+2-10fragile
292Aion-3.0-Miniaion-labs40.0+2-10fragile
293Aion-3.0aion-labs40.0+2-10fragile
294Hy3Tencent40.0+2-10fragile
295Claude Sonnet 5 (batch)Anthropic40.0+2-9fragile
296Fugu Ultrasakana40.0+2-9fragile
297North Mini Code (free)Cohere40.0+2-9fragile
298Kimi K2.7 CodeMoonshot AI40.0+2-9fragile
299Claude Fable Latest~anthropic40.0+2-9fragile
300Nemotron 3.5 Content SafetyNVIDIA40.0+2-9fragile

服务商分布

OpenAI
84 models
Anthropic
30 models
Google
25 models
Zhipu AI
17 models
Alibaba
14 models
DeepSeek
12 models
xAI
9 models
meta
8 models
Moonshot AI
6 models
Tencent
6 models
NVIDIA
6 models
Meta
5 models
Mistral AI
5 models
Cohere
5 models
MiniMax
4 models
inclusionai
4 models
aion-labs
4 models
~openai
4 models
sakana
4 models
Liquid AI
3 models
Xiaomi
3 models
~deepseek
3 models
Cursor
2 models
Inception
2 models
prism-ml
2 models
moondream
2 models
unbiased
2 models
scaledown
2 models
Upstage
2 models
inference-net
2 models
~z-ai
2 models
ByteDance
2 models
thinkingmachines
2 models
Microsoft
1 model
ricursiveai
1 model
particle-ai
1 model
recursive
1 model
elorian
1 model
xingchen-agi
1 model
reflection
1 model
~unbiased
1 model
StepFun
1 model
typesafe
1 model
perceptron
1 model
fireworks
1 model
IBM
1 model
dots-studio
1 model
Meituan
1 model
~x-ai
1 model
~anthropic
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