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Model rankings

1470 models · 5 boards · 2 sources

Artificial AnalysisIntelligence IndexArenaText arena

Intelligence Index · A composite of several evaluations · Updated August 31, 2026

Smartest
Best open model
Kimi K3 (max)Kimi59.7Intelligence
Best value
Hy3-preview (Reasoning)Tencent345 pts/$Value
Best from China
Kimi K3 (max)Kimi59.7Intelligence
Top three open models
1Kimi K3 (max)Kimi · #5 overall59.7
2GLM-5.3 (max)Z AI · #6 overall59.5
3Qwen3.8 2.4T A95BAlibaba · #8 overall57.7
This week's changes
gpt-6-astra-maxCoding · #1New
Wan 3.0Video · #1New
claude-fable-5.1-maxCoding · #2New
MAI-Image-2.6-PreviewImage · #2New
GLM-5.3-FlashIntelligence · #9New
RankChangeModelIntelligencePrice $/MSpeed tok/sFirst token
1—Claude Opus 5 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 4 more variants63.1$105362 s
2—Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)ClosedAnthropic62.1$2067100 s
3—GPT-5.6 Sol (max)ClosedOpenAI · 5 more variants60.9$8.079116 s
4—Claude Opus 4.8 (Adaptive Reasoning, Max Effort)ClosedAnthropic57.3$105742 s
5—Muse Spark 1.2 (xhigh)ClosedMeta56.8$2.0——
6—GPT-5.6 Terra (max)ClosedOpenAI · 5 more variants56.6$4.5122137 s
7—GPT-5.5 (xhigh)ClosedOpenAI · 4 more variants56.3$119445 s
8—Gemini 3.7 Flash (high)ClosedGoogle · 2 more variants56.0$1.53159.2 s
9—Claude Sonnet 5 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant55.3$4.075200 s
10—Claude Opus 4.7 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant55.0$104718 s
11—Muse Spark 1.1 (xhigh)ClosedMeta53.2$2.01971.4 s
12—GPT-5.4 (xhigh)ClosedOpenAI · 2 more variants53.1$5.616498 s
13—GPT-5.6 Luna (max)ClosedOpenAI · 5 more variants52.3$0.45130147 s
14—Gemini 3.5 Flash (high)ClosedGoogle · 2 more variants52.0$3.421316 s
15—Gemini 3.6 Flash (high)ClosedGoogle51.6$1.517317 s
16—Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 2 more variants48.4$6.068121 s
17—Gemini 3.1 Pro PreviewClosedGoogle47.7$4.511630 s
18—GPT-5.3 Codex (xhigh)ClosedOpenAI45.5$4.813241 s
19—Claude Opus 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant44.9$104021 s
20—Muse SparkClosedMeta44.3———
21—GPT-5.2 (xhigh)ClosedOpenAI · 2 more variants43.3$4.883150 s
22—Inkling (xhigh)OpenThinking Machines42.3$1.8772.4 s
23—Claude Opus 4.5 (Reasoning)ClosedAnthropic · 1 more variant41.9$104715 s
24—GPT-5.2 Codex (xhigh)ClosedOpenAI41.2$4.8——
25—Inkling SmallOpenThinking Machines41.2$0.52482.6 s
26—GPT-5.4 mini (xhigh)ClosedOpenAI · 2 more variants40.9$1.71895.1 s
27—Gemini 3 Pro Preview (high)ClosedGoogle · 1 more variant40.6$4.5——
28—GPT-5.4 nano (xhigh)ClosedOpenAI · 2 more variants39.7$0.461835.2 s
29—Gemini 3 Flash Preview (Reasoning)ClosedGoogle · 1 more variant38.7$1.11796.0 s
30—Nemotron 3 Ultra 550B A55B (Reasoning)OpenNVIDIA38.3$1.1705.3 s
31—GPT-5.1 (high)ClosedOpenAI · 1 more variant37.5$3.410547 s
32—Gemini 3.5 Flash-LiteClosedGoogle37.4$0.853589.2 s
33—Claude 4.5 Sonnet (Reasoning)ClosedAnthropic · 1 more variant37.4$6.04313 s
34—GPT-5 Codex (high)ClosedOpenAI37.0$3.4——
35—GPT-5.1 Codex (high)ClosedOpenAI35.6$3.4——
36—GPT-5 (high)ClosedOpenAI · 4 more variants35.3$3.410375 s
37—Muse Glimmer (high)OpenMeta35.1$0.581020.9 s
38—Claude 4.1 Opus (Reasoning)ClosedAnthropic · 1 more variant34.5$30——
39—GPT-5.5 Instant (May 2026)ClosedOpenAI · 1 more variant34.3$11——
40—o3-proClosedOpenAI33.3$35——
41—Claude 4 Opus (Reasoning)ClosedAnthropic · 1 more variant31.7$30——
42—GPT-5 mini (medium)ClosedOpenAI · 2 more variants31.6$0.6911512 s
43—GPT-5.1 Codex mini (high)ClosedOpenAI31.3$0.69——
44—o3ClosedOpenAI31.1$3.51217.1 s
45—Claude 4.5 Haiku (Reasoning)ClosedAnthropic · 1 more variant29.9$2.09221 s
46—Claude 4 Sonnet (Reasoning)ClosedAnthropic · 1 more variant29.8$6.0——
47—Gemma 4 31B (Reasoning)OpenGoogle · 1 more variant29.7$0.000361.1 s
48—Claude 3.7 Sonnet (Reasoning)ClosedAnthropic · 1 more variant27.6———
49—Gemma 4 26B A4B (Reasoning)OpenGoogle · 1 more variant26.1$0.18——
50—o4-mini (high)ClosedOpenAI26.1$1.916323 s

Intelligence over time

Each maker's best model at the time on the Artificial Analysis Intelligence Index, by the month it was released.

Gained most · Anthropic +57.2Highest now · Anthropic 64.6Gap between highest and lowest 18.1 ptsTime range Nov 2025 – Nov 2026
64.6Anthropic60.0Google56.9OpenAI50.1Meta46.5Kimi

Arena data comes from the leaderboard dataset it publishes on Hugging Face (CC BY 4.0). Only each board's overall leaderboard is used; scores and ranks are unchanged. dataset · CC BY 4.0

Artificial Analysis data comes from its API (artificialanalysis.ai). Scores are unchanged; ranks follow the scores. artificialanalysis.ai

Open or closed follows the license Arena gives; prices and Artificial Analysis intelligence show only where model names match, otherwise “—”.