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AIDC热点 LEADERBOARD

AI model rankings

From writing code to changing repos: can the model actually build software?

5 benchmarks·5 organizations·Updated 11/02 14:50

Coding boardTOP 30

Ranked by shared evidence from multiple public benchmarks
Top 30 models, sortable by column
Model
01GPT-6 AstraOpenAILive 2026-09-03 · Evidence-sensitiveCached input ¥6.65Input ¥66.53 · Output ¥332.6497.4
02Claude Opus 5.5AnthropicLive 2026-09-17 · AccumulatingCached input ¥1.33Input ¥26.61 · Output ¥133.0697.3
03Claude Fable 5.1AnthropicLive 2026-09-01 · Evidence-sensitiveCached input ¥1.66Input ¥66.53 · Output ¥332.6496.5
04Claude Fable 5AnthropicLive 2026-06-09 · Evidence-sensitiveCached input ¥6.65Input ¥66.53 · Output ¥332.6495.9
05GPT-6.1 SolOpenAILive — · Evidence-sensitiveCached input ¥0.67Input ¥13.31 · Output ¥66.5395.7
06GPT-6.1 TerraOpenAILive 2026-10-26 · Evidence-sensitiveCached input —Input — · Output —94.9
07Claude Sonnet 5.5AnthropicLive — · AccumulatingCached input ¥0.67Input ¥13.31 · Output ¥66.5393.8
08Gemini 4 ArgonGoogleLive 2026-09-30 · Evidence-sensitiveCached input ¥0.67Input ¥13.31 · Output ¥66.5392.5
09deepseek-v4.1-flash-1017DeepSeekLive — · Evidence-sensitiveCached input —Input — · Output —90.7
10Claude Opus 5AnthropicLive 2026-07-24 · Evidence-sensitiveCached input ¥3.33Input ¥33.26 · Output ¥166.3290.5
11GPT-5.6 SolOpenAILive 2026-07-09 · Evidence-sensitiveCached input ¥2.66Input ¥26.61 · Output ¥133.0689.1
12Muse Spark 1.3MetaLive 2026-09-02 · Evidence-sensitiveCached input —Input ¥8.32 · Output ¥28.2789.1
13Gemini 3.8 FlashGoogleLive 2026-09-02 · Evidence-sensitiveCached input ¥0.5Input ¥4.99 · Output ¥24.9587.5
14Qwen3.8 MaxAlibabaLive 2026-07-19 · Evidence-sensitiveCached input —Input ¥12 · Output ¥3685.8
15Claude Haiku 5.5AnthropicLive — · Evidence-sensitiveCached input ¥0.0665Input ¥0.67 · Output ¥3.3383.7
16GPT-6 SolOpenAILive 2026-09-22 · Evidence-sensitiveCached input ¥1.33Input ¥13.31 · Output ¥66.5382.2
17Kimi K3.1 ProMoonshot AILive 2026-10-23 · Evidence-sensitiveCached input ¥1.3Input ¥13 · Output ¥6881.8
18DeepSeek V4.1 FlashDeepSeekLive 2026-09-10 · Evidence-sensitiveCached input ¥0.0399Input ¥2 · Output ¥7.9879.8
19GLM-5.3Z.aiLive 2026-08-18 · Evidence-sensitiveCached input ¥1.73Input ¥9.31 · Output ¥29.2779.3
20GPT-5.6 TerraOpenAILive 2026-07-09 · Evidence-sensitiveCached input ¥1.33Input ¥13.31 · Output ¥79.8377.3
21MiMo V 2.6 ProXiaomiLive 2026-09-21 · Evidence-sensitiveCached input —Input ¥3 · Output ¥676.4
22Kimi K3Moonshot AILive 2026-07-16 · Evidence-sensitiveCached input ¥2Input ¥20 · Output ¥10075.5
23GPT-5.5OpenAILive 2026-04-23 · Evidence-sensitiveCached input ¥3.33Input ¥33.26 · Output ¥199.5975.5
24Grok 4.6xAILive 2026-08-12 · Evidence-sensitiveCached input ¥3.33Input ¥13.31 · Output ¥39.9273.5
25Gemini 3.7 FlashGoogleLive 2026-08-13 · Evidence-sensitiveCached input ¥0.5Input ¥4.99 · Output ¥24.9572.8
26GLM-5.3 FlashZ.aiLive 2026-08-26 · Evidence-sensitiveCached input ¥0.23Input ¥0.8 · Output ¥2.869.7
27GPT-5.6 LunaOpenAILive 2026-07-09 · Evidence-sensitiveCached input ¥0.13Input ¥1.33 · Output ¥7.9867.4
28Claude Opus 4.8AnthropicLive 2026-05-28 · Evidence-sensitiveCached input ¥3.33Input ¥33.26 · Output ¥166.3265.5
29Claude Sonnet 5AnthropicLive 2026-06-30 · Evidence-sensitiveCached input ¥1.33Input ¥13.31 · Output ¥66.5363.7
30Muse Spark 1.1MetaLive 2026-07-09 · Evidence-sensitiveCached input —Input ¥8.32 · Output ¥28.2761.1

Each board shows up to 30 models

The consensus index is not an accuracy rate; tied scores still show ranks set by shared evidence.

How to read this board

综合多家公开评测,不同模型的参评覆盖不同。Price does not affect rank, missing benchmarks score no zero, and the index is not an accuracy rate.

How it's calculated →

About pricing

API prices come from vendors' official sites, shown per million tokens.USD prices are converted to CNY at a rate of 2026-10-30.Cached price means input price on a cache hit; cache writes, storage and subscription fees are separate.