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e/acc model frontier · Consensus rankings from public benchmarks

Where is the frontier now?

Rankings draw on real public benchmarks across capabilities. Consensus indices are not accuracy, missing results are not zero, and prices do not affect ranks.
Time machineAcceleration

Real benchmarks across capabilities help identify models with stronger overall performance.

21 benchmarks·10 organizations·10/17 08:05New

Overall boardTOP 30

Ranked by shared evidence across public benchmarks
Sortable top 30 models
Models
01Claude Opus 5.5AnthropicReleased2026-09-17 · Accumulating evidenceCached input¥1.34Input¥26.74· Output¥133.7295.8
02GPT-6 AstraOpenAIReleased2026-09-03 · Fairly completeCached input¥6.69Input¥66.86· Output¥334.3195.5
03Gemini 4 ArgonGoogleReleased2026-09-30 · Accumulating evidenceCached input—Input—· Output—94.7
04Claude Fable 5.1AnthropicReleased2026-09-01 · Accumulating evidenceCached input¥1.67Input¥66.86· Output¥334.3194.3
05Claude Fable 5AnthropicReleased2026-06-09 · Evidence-sensitiveCached input¥6.69Input¥66.86· Output¥334.3194.2
06GPT-6.1 SolOpenAIReleased— · Evidence-sensitiveCached input—Input—· Output—93.6
07Claude Opus 5AnthropicReleased2026-07-24 · Fairly completeCached input¥3.34Input¥33.43· Output¥167.1692.3
08Claude Sonnet 5.5AnthropicReleased— · Evidence-sensitiveCached input—Input—· Output—91.8
09Muse Spark 1.3MetaReleased2026-09-02 · Evidence-sensitiveCached input—Input¥8.36· Output¥28.4291.8
10GPT-6 SolOpenAIReleased2026-09-22 · Evidence-sensitiveCached input¥1.34Input¥13.37· Output¥66.8690.0
11GPT-5.6 SolOpenAIReleased2026-07-09 · Fairly completeCached input¥2.67Input¥26.74· Output¥133.7289.7
12Grok 4.7xAIReleased2026-09-21 · Evidence-sensitiveCached input¥3.34Input¥13.37· Output¥40.1286.7
13MiMo V 2.6 ProXiaomiReleased2026-09-21 · Evidence-sensitiveCached input—Input—· Output—85.4
14Qwen3.8 MaxAlibabaReleased2026-07-19 · Evidence-sensitiveCached input—Input¥12· Output¥3684.7
15GLM-5.3Z.aiReleased2026-08-18 · Evidence-sensitiveCached input¥1.74Input¥9.36· Output¥29.4281.8
16Grok 4.6xAIReleased2026-08-12 · Evidence-sensitiveCached input¥3.34Input¥13.37· Output¥40.1280.2
17Step 5 PreviewStepFunReleased2026-09-18 · Evidence-sensitiveCached input—Input—· Output—77.5
18Kimi K3Moonshot AIReleased2026-07-16 · Evidence-sensitiveCached input¥2Input¥20· Output¥10076.7
19Claude Haiku 5.5AnthropicReleased2026-10-07 · Evidence-sensitiveCached input—Input—· Output—75.2
20GPT-5.6 TerraOpenAIReleased2026-07-09 · Evidence-sensitiveCached input¥1.34Input¥13.37· Output¥80.2373.9
21Claude Opus 4.8AnthropicReleased2026-05-28 · Evidence-sensitiveCached input¥3.34Input¥33.43· Output¥167.1673.1
22Gemini 3.8 FlashGoogleReleased2026-09-02 · Evidence-sensitiveCached input¥0.5Input¥5.01· Output¥25.0772.2
23Qwen3.8 Max 0902AlibabaReleased2026-09-01 · Evidence-sensitiveCached input—Input¥12· Output¥3671.9
24GLM-5.3 FlashZ.aiReleased2026-08-26 · Evidence-sensitiveCached input¥0.23Input¥0.8· Output¥2.871.7
25Claude Opus 4.7AnthropicReleased2026-04-16 · Evidence-sensitiveCached input¥3.34Input¥33.43· Output¥167.1671.5
26Qwen3.8 Flash NextAlibabaReleased2026-08-26 · Evidence-sensitiveCached input—Input¥0.8· Output¥2.770.0
27Muse Spark 1.2MetaReleased2026-08-05 · Evidence-sensitiveCached input—Input¥8.36· Output¥28.4268.4
28DeepSeek V4.1 FlashDeepSeekReleased2026-09-10 · Evidence-sensitiveCached input¥0.0401Input¥2.01· Output¥8.0265.7
29Gemini 3.7 FlashGoogleReleased2026-08-13 · Evidence-sensitiveCached input¥0.5Input¥5.01· Output¥25.0765.5
30GPT-5.4OpenAIReleased2026-03-05 · Evidence-sensitiveCached input¥1.67Input¥16.72· Output¥100.2962.3

Up to 30 models per board

The consensus index is not accuracy. Tied scores retain ranks determined by the full evidence.

How to read this board

Combines multiple public benchmarks; evaluation coverage varies by model.Prices do not affect rank, missing results are not zero, and the index is not accuracy.

Read the methodology →

About prices

API prices come from vendor websites and are shown per million tokens.USD prices are converted to CNY at 2026-10-16.Cached prices cover cache-hit input. Cache writes, storage and subscriptions are separate.

How fast the same capability gets cheaper: the cost of intelligence →