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服务商对比分析

跨评分、稳定性、动量和市场份额对比AI服务商。排名基于 300 个追踪模型的综合评分,每小时更新。

服务商排名

#提供商模型平均评分最佳模型最高排名24小时平均7天平均稳定性%免费
1xAI787.6Grok 4.7(88.8)#43-1.4+63.929%0
2Anthropic2880.7Claude Fable 5.1(95.9)#1+18.8+35.343%0
3OpenAI7979.4GPT-5.5 Pro(92.7)#11-0.3-1.434%0
4Google2875.6Gemini 3.1 Pro Preview Custom Tools(92.2)#15-0.4-6.818%4
5Zhipu AI1874.4GLM 5.3(78.6)#101+0.6-1.06%1
6MiniMax771.1MiniMax M3(73.9)#137+0.9-7.614%0
7thinkingmachines470.8Inkling(72.9)#146+0.5-9.00%2
8Alibaba3166.9Qwen3.5 397B A17B(79.4)#88+0.5+19.76%1
9Mistral AI566.8Mistral Medium 3.5(71.6)#154+1.0-3.00%0
10StepFun166.1Step 3.5 Flash(66.1)#189+1.0-9.00%0
11Cursor265.7Composer 2(65.7)#192+1.0-10.00%0
12arcee-ai163.1Trinity Large Thinking(63.1)#205+1.0-10.00%0
13Meta561.5Llama 4 Maverick(70.7)#165+1.2-9.40%0
14Xiaomi561.1MiMo-V2.6-Pro(76.2)#117+136.2+132.80%0
15Inception261.0Mercury 2.5(61.2)#211+2.0-9.00%0
16meta660.5Muse Spark 1.3(80.9)#83-1.0+52.50%0
17Amazon160.4Nova 2 Lite(60.4)#214+2.0-9.00%0
18Microsoft160.2Phi 4(60.2)#216+2.0-9.00%0
19DeepSeek1459.4DeepSeek V3.2(83.4)#71-0.1+6.414%0
20IBM153.8Granite 4.2 8B(53.8)#224+1.0-9.00%0
21Tencent650.5Hy3(74.4)#132-1.3-9.30%0
22Moonshot AI548.6Kimi K2.6(75.7)#121+1.4-4.660%0
23Cohere447.0Command A(50.8)#227+1.5-6.325%1
24prism-ml140.0Ternary Bonsai 2 27B(40.0)#237-2.0-11.00%0
25unbiased140.0Pareto(40.0)#238-2.0-11.00%0
26~deepseek340.0DeepSeek Pro Latest(40.0)#239-1.0-9.033%0
27inference-net240.0Schematron V2 Turbo(40.0)#241-2.0-11.00%0
28~openai440.0GPT Astra Latest(40.0)#243-2.0-11.00%0
29sakana440.0Fugu Ultra v2(40.0)#247-0.5-7.825%0
30inclusionai640.0Ling 3.0 Flash VL(40.0)#249-1.8-9.517%3
31~z-ai240.0GLM Flash Latest(40.0)#258-2.5-9.50%0
32dots-studio140.0Dots3-Note Preview (free)(40.0)#266-2.0-9.00%1
33ByteDance240.0Seed 2.1 Turbo(40.0)#269-1.5-8.50%0
34Liquid AI140.0LFM2.5-2.6B (free)(40.0)#2730-7.00%1
35NVIDIA240.0Nemotron 3.5 Lightning(40.0)#2740-7.00%5
36Upstage140.0Solar Pro 4(40.0)#2770-7.00%0
37poolside440.0Laguna S 2.1(40.0)#284+2.0-3.0100%2
38Meituan140.0LongCat 2.0(40.0)#288+2.0-3.0100%0
39Kuaishou140.0KAT-Coder-Pro V2.5(40.0)#291+2.0-3.0100%0
40~x-ai140.0Grok Latest(40.0)#292+2.0-3.0100%0
41aion-labs240.0Aion-3.0-Mini(40.0)#293+2.0-3.0100%0

前5名服务商

7 个模型
87.6
平均综合评分
最佳模型
Grok 4.7评分: 88.8
稳定性29%
24小时动量-1.4
28 个模型
80.7
平均综合评分
最佳模型
Claude Fable 5.1评分: 95.9
稳定性43%
24小时动量+18.8
79 个模型
79.4
平均综合评分
最佳模型
GPT-5.5 Pro评分: 92.7
稳定性34%
24小时动量-0.3
28 个模型
75.6
平均综合评分
最佳模型
Gemini 3.1 Pro Preview Custom Tools评分: 92.2
稳定性18%
24小时动量-0.4
18 个模型
74.4
平均综合评分
最佳模型
GLM 5.3评分: 78.6
稳定性6%
24小时动量+0.6

稳定性对比

拥有至少2个模型的服务商,按处于"稳定"状态的模型百分比排名。更高的稳定性意味着更一致的长期表现。

最稳定
poolside4/4 稳定 · 4 个模型
100%
aion-labs2/2 稳定 · 2 个模型
100%
Moonshot AI3/5 稳定 · 5 个模型
60%
Anthropic12/28 稳定 · 28 个模型
43%
OpenAI27/79 稳定 · 79 个模型
34%
最不稳定
thinkingmachines4 脆弱 · 4 个模型
0%
Mistral AI5 脆弱 · 5 个模型
0%
Cursor2 脆弱 · 2 个模型
0%
Meta5 脆弱 · 5 个模型
0%
Xiaomi2 脆弱 · 5 个模型
0%

市场集中度

追踪模型在各服务商间的分布。显示每个服务商在排行榜总计 300 个模型中的份额。

提供商模型份额%
OpenAI79
26.3%
Alibaba31
10.3%
Anthropic28
9.3%
Google28
9.3%
Zhipu AI18
6.0%
DeepSeek14
4.7%
xAI7
2.3%
MiniMax7
2.3%
meta6
2.0%
Tencent6
2.0%
inclusionai6
2.0%
Mistral AI5
1.7%
Meta5
1.7%
Xiaomi5
1.7%
Moonshot AI5
1.7%
thinkingmachines4
1.3%
Cohere4
1.3%
~openai4
1.3%
sakana4
1.3%
poolside4
1.3%
~deepseek3
1.0%
Cursor2
0.7%
Inception2
0.7%
inference-net2
0.7%
~z-ai2
0.7%
ByteDance2
0.7%
NVIDIA2
0.7%
aion-labs2
0.7%
StepFun1
0.3%
arcee-ai1
0.3%
Amazon1
0.3%
Microsoft1
0.3%
IBM1
0.3%
prism-ml1
0.3%
unbiased1
0.3%
dots-studio1
0.3%
Liquid AI1
0.3%
Upstage1
0.3%
Meituan1
0.3%
Kuaishou1
0.3%
~x-ai1
0.3%

相关

Frequently Asked Questions

Providers are compared across multiple dimensions: average composite score across all models, best individual model score, stability rate (percentage of models in a stable state), 24-hour and 7-day momentum, model count, and availability of free models. Data is derived from hourly-updated rankings of 290+ tracked models.

The stability percentage represents the fraction of a provider's models that are in a "stable" ranking state. A higher percentage means the provider's models consistently maintain their positions over time, suggesting reliable and predictable performance across their lineup.

Market concentration is shown as each provider's share of the total tracked models. The visual bar chart and percentage table reveal how models are distributed among providers, helping identify whether the market is dominated by a few large players or spread across many competitors.

Provider Head-to-Head -- Compare AI Providers | LM Market Cap