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IFAI

Model rankings

1512 models · 5 boards · 2 sources

Artificial AnalysisIntelligence IndexArenaText arena

Intelligence Index · A composite of several evaluations · Updated September 21, 2026

Best open model
GLM-5.3 (max)Z AI44.8Intelligence
Best value
Agnes 3.0 FlashSapiens AI473 pts/$Value
Best from China
Qwen3.8 Max (0902)Alibaba45.4Intelligence
Top three open models
1GLM-5.3 (max)Z AI · #8 overall44.8
2Kimi K3 (max)Kimi · #11 overall43.6
3GLM 5.3 FlashZ AI · #13 overall41.8
This week's changes
claude-opus-5.5-maxCoding · #1New
Gemini 3.8 Flash TTSSpeech · #2New
Grok Imagine Image 2.0Image · #4New
gpt-6-sol-maxCoding · #5New
RankChangeModelIntelligencePrice $/MSpeed tok/sFirst token
1—Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback)ClosedAnthropic53.4$2069242 s
2—Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback)ClosedAnthropic53.2$2063163 s
3—GPT-6 Astra (max)ClosedOpenAI52.7$2069258 s
4—GPT-6 Astra (xhigh)ClosedOpenAI52.4$2063121 s
5—Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback)ClosedAnthropic51.2$205817 s
6—GPT-6 Astra (high)ClosedOpenAI50.9$206332 s
7—Claude Opus 5 (Adaptive Reasoning, Max Effort)ClosedAnthropic50.8$106154 s
8▲ 2Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)ClosedAnthropic49.7$105618 s
9▼ 1Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)ClosedAnthropic49.6$2065108 s
10▼ 1GPT-6 Astra (medium)ClosedOpenAI49.6$20625.3 s
11—Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback)ClosedAnthropic48.9$20578.4 s
12—Claude Opus 5 (Adaptive Reasoning, High Effort)ClosedAnthropic48.1$105913 s
13—Muse Spark 1.3 (max)ClosedMeta48.1$2.024124 s
14—GPT-5.6 Sol (max)ClosedOpenAI47.0$8.069119 s
15—Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback)ClosedAnthropic46.8$20558.2 s
16—GPT-6 Astra (low)ClosedOpenAI45.8$20622.5 s
17—Muse Spark 1.3 (xhigh)ClosedMeta45.1$2.029322 s
18—Claude Opus 5 (Adaptive Reasoning, Medium Effort)ClosedAnthropic44.8$10594.0 s
19—GPT-5.6 Sol (xhigh)ClosedOpenAI44.0$8.06838 s
20—GPT-5.6 Sol (high)ClosedOpenAI42.3$8.0708.8 s
21—GPT-5.6 Terra (max)ClosedOpenAI42.1$4.5101200 s
22—Claude Opus 4.8 (Adaptive Reasoning, Max Effort)ClosedAnthropic41.8$105828 s
23—Gemini 3.8 Flash (high)ClosedGoogle40.9$1.533126 s
24—Claude Opus 4.7 (Adaptive Reasoning, Max Effort)ClosedAnthropic40.7$105124 s
25—Gemini 3.8 Flash (medium)ClosedGoogle39.8$1.5——
26▲ 2Gemini 3.7 Flash (medium)ClosedGoogle39.6$1.53034.9 s
27▼ 1Muse Spark 1.2 (xhigh)ClosedMeta39.6$2.023414 s
28▼ 1Claude Opus 5 (Adaptive Reasoning, Low Effort)ClosedAnthropic39.4$10623.0 s
29—GPT-5.6 Sol (medium)ClosedOpenAI39.2$8.0655.2 s
30—Gemini 3.7 Flash (high)ClosedGoogle39.1$1.533513 s
31—GPT-5.4 (xhigh)ClosedOpenAI39.0$5.6140144 s
32—GPT-5.5 (xhigh)ClosedOpenAI38.4$1111165 s
33—Claude Sonnet 5 (Adaptive Reasoning, Max Effort)ClosedAnthropic38.2$4.076132 s
34—GPT-5.6 Terra (xhigh)ClosedOpenAI38.0$4.59615 s
35—GPT-5.6 Luna (max)ClosedOpenAI37.3$0.45167127 s
36—GPT-5.5 (high)ClosedOpenAI37.0$1110416 s
37—Gemini 3.7 Flash (low)ClosedGoogle36.9$1.53180.7 s
38—GPT-5.6 Luna (xhigh)ClosedOpenAI34.6$0.4516032 s
39—Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)ClosedAnthropic34.4$4.07234 s
40—GPT-5.6 Terra (high)ClosedOpenAI34.2$4.5912.8 s
41—Gemini 3.6 Flash (high)ClosedGoogle34.0$1.522333 s
42▲ 1GPT-5.5 (medium)ClosedOpenAI33.8$111016.1 s
43▼ 1Muse Spark 1.1 (xhigh)ClosedMeta33.7$2.0——
44▲ 2Gemini 3.5 Flash (medium)ClosedGoogle33.6$3.424318 s
45▼ 1GPT-5.6 Sol (low)ClosedOpenAI33.5$8.0653.4 s
46▼ 1Gemini 3.8 Flash (low)ClosedGoogle33.5$1.5——
47—Gemini 3.5 Flash (high)ClosedGoogle32.6$3.424433 s
48—GPT-5.3 Codex (xhigh)ClosedOpenAI32.5$4.817573 s
49—GPT-5.6 Luna (high)ClosedOpenAI32.1$0.451627.3 s
50▲ 1Claude Opus 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic31.9$104122 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 “—”.