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HOTAI LEADERBOARD

AI model leaderboard

数学、逻辑与陌生规则,看模型能不能想明白新问题。

5 evaluations·2 organizations·10/01 14:05 updated

推理TOP 30

Ranked by shared evidence across public evaluations
Top 30 models, sortable by column
Model
01GPT-6.1 SolOpenAIReleased 2026-09-29 · LowCached input —Input — · Output —98.8
02GPT-6 AstraOpenAIReleased 2026-09-03 · LowCached input ¥6.7Input ¥67.05 · Output ¥335.2398.5
03Claude Opus 5.5AnthropicReleased 2026-09-17 · LowCached input ¥1.34Input ¥26.82 · Output ¥134.0997.2
04Claude Fable 5.1AnthropicReleased 2026-09-01 · LowCached input ¥1.68Input ¥67.05 · Output ¥335.2395.6
05GPT-5.6 SolOpenAIReleased 2026-07-09 · LowCached input ¥2.68Input ¥26.82 · Output ¥134.0994.3
06claude-sonnet-5-5—Released — · LowCached input —Input — · Output —93.0
07Claude Opus 5AnthropicReleased 2026-07-24 · LowCached input ¥3.35Input ¥33.52 · Output ¥167.6189.9
08Claude Fable 5AnthropicReleased 2026-06-09 · LowCached input ¥6.7Input ¥67.05 · Output ¥335.2388.8
09GPT-6 SolOpenAIReleased 2026-09-22 · LowCached input ¥1.34Input ¥13.41 · Output ¥67.0588.3
10GPT-5.6 TerraOpenAIReleased 2026-07-09 · LowCached input ¥1.34Input ¥13.41 · Output ¥80.4587.8
11GPT-5.5OpenAIReleased 2026-04-23 · LowCached input ¥3.35Input ¥33.52 · Output ¥201.1485.3
12Claude Opus 4.8AnthropicReleased 2026-05-28 · LowCached input ¥3.35Input ¥33.52 · Output ¥167.6181.0
13Muse Spark 1.3MetaReleased 2026-09-02 · LowCached input —Input ¥8.38 · Output ¥28.4980.9
14Gemini 3.7 FlashGoogleReleased 2026-08-13 · LowCached input ¥0.5Input ¥5.03 · Output ¥25.1478.6
15Gemini 3.8 FlashGoogleReleased 2026-09-02 · LowCached input ¥0.5Input ¥5.03 · Output ¥25.1475.7
16GPT-5.6 LunaOpenAIReleased 2026-07-09 · LowCached input ¥0.13Input ¥1.34 · Output ¥8.0574.1
17Qwen3.8 MaxAlibabaReleased 2026-07-19 · LowCached input —Input ¥12 · Output ¥3673.7
18GPT-6 LunaOpenAIReleased 2026-09-22 · LowCached input ¥0.067Input ¥0.67 · Output ¥3.3573.2
19Grok 4.6xAIReleased 2026-08-12 · LowCached input ¥3.35Input ¥13.41 · Output ¥40.2372.8
20Claude Sonnet 5AnthropicReleased 2026-06-30 · LowCached input ¥1.34Input ¥13.41 · Output ¥67.0568.3
21DeepSeek V4 Pro 0813DeepSeekReleased 2026-08-13 · LowCached input ¥0.3Input ¥9 · Output ¥2767.8
22Claude Opus 4.7AnthropicReleased 2026-04-16 · LowCached input ¥3.35Input ¥33.52 · Output ¥167.6164.9
23GPT-5.2 2025-12-11OpenAIReleased 2025-12-11 · LowCached input ¥1.17Input ¥11.73 · Output ¥93.8661.0
24Kimi K3Moonshot AIReleased 2026-07-16 · LowCached input ¥2Input ¥20 · Output ¥10059.4
25Grok 4.5xAIReleased 2026-07-08 · LowCached input ¥2.01Input ¥13.41 · Output ¥40.2358.6
26Claude Opus 4.6AnthropicReleased 2026-02-05 · LowCached input ¥3.35Input ¥33.52 · Output ¥167.6156.7
27Gemini 3.1 Pro PreviewGoogleReleased 2026-02-19 · LowCached input ¥1.34Input ¥13.41 · Output ¥80.4552.9
28GLM-5.3Z.aiReleased 2026-08-18 · LowCached input ¥1.74Input ¥9.39 · Output ¥29.551.1
29Gemini 3.5 FlashGoogleReleased 2026-05-19 · LowCached input ¥1.01Input ¥10.06 · Output ¥60.3445.7
30DeepSeek V4 Flash 0731DeepSeekReleased 2026-07-31 · LowCached input ¥0.1Input ¥3 · Output ¥945.3

Up to 30 models are shown per board

The consensus index is not accuracy; ties follow the ranking supported 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。 Prices do not affect ranking; missing scores are not treated as zero, and the index is not accuracy.

See the methodology →

About pricing

API prices come from vendor websites and are shown per million tokens. USD quotes are converted using the 2026-09-30 exchange rate. Cached price is the input price after a cache hit; cache writes, storage and subscription fees are separate.