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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)ClosedAnthropic · 4 more variants53.4$2069242 s
2—GPT-6 Astra (max)ClosedOpenAI · 4 more variants52.7$2069258 s
3—Claude Opus 5 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 4 more variants50.8$106154 s
4—Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)ClosedAnthropic49.6$2065108 s
5—Muse Spark 1.3 (max)ClosedMeta · 1 more variant48.1$2.024124 s
6—GPT-5.6 Sol (max)ClosedOpenAI · 5 more variants47.0$8.069119 s
7▲ 8Qwen3.8 Max (0902)ClosedAlibaba · 1 more variant45.4$3.0373.0 s
8▼ 1GLM-5.3 (max)OpenZ AI44.8$2.2722.9 s
9▼ 1Grok 4.6 (high)ClosedSpaceXAI · 3 more variants44.3$3.06339 s
10NewStep 5 PreviewClosedStepFun43.7$1.41003.0 s
11▼ 2Kimi K3 (max)OpenKimi · 1 more variant43.6$6.0433.7 s
12▼ 2GPT-5.6 Terra (max)ClosedOpenAI · 5 more variants42.1$4.5101200 s
13▼ 1GLM 5.3 FlashOpenZ AI41.8$0.24952.5 s
14▼ 3Claude Opus 4.8 (Adaptive Reasoning, Max Effort)ClosedAnthropic41.8$105828 s
15▼ 2Gemini 3.8 Flash (high)ClosedGoogle · 2 more variants40.9$1.533126 s
16▼ 2Claude Opus 4.7 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant40.7$105124 s
17▼ 1Qwen3.8 2.4T A95BOpenAlibaba39.9$3.0403.0 s
18▼ 1Qwen3.8-Flash-NextOpenAlibaba39.8$0.23612.8 s
19—Gemini 3.7 Flash (medium)ClosedGoogle · 2 more variants39.6$1.53034.9 s
20▼ 2Muse Spark 1.2 (xhigh)ClosedMeta39.6$2.023414 s
21▼ 1DeepSeek V4.1 Flash (Reasoning, Max Effort)OpenDeepSeek39.5$0.522290.9 s
22—GPT-5.4 (xhigh)ClosedOpenAI · 2 more variants39.0$5.6140144 s
23▼ 2Grok 4.5 (high)ClosedSpaceXAI38.8$3.0627.1 s
24▼ 1GPT-5.5 (xhigh)ClosedOpenAI · 4 more variants38.4$1111165 s
25▼ 1Claude Sonnet 5 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 5 more variants38.2$4.076132 s
26▼ 1GPT-5.6 Luna (max)ClosedOpenAI · 5 more variants37.3$0.45167127 s
27▼ 1DeepSeek V4 Pro 0813 (Reasoning, Max Effort)OpenDeepSeek · 3 more variants36.0$2.01051.7 s
28▼ 1Agnes 3.0 FlashClosedSapiens AI35.5$0.075——
29▼ 1Agnes 2.5 Pro BetaClosedSapiens AI35.2$0.15——
30▼ 1DeepSeek V4 Flash Vision (Reasoning, Max Effort)ClosedDeepSeek34.8$0.662361.1 s
31▼ 1DeepSeek V4 Flash 0731 (Reasoning, Max Effort)OpenDeepSeek · 3 more variants34.3$0.662441.0 s
32▼ 1Gemini 3.6 Flash (high)ClosedGoogle34.0$1.522333 s
33▼ 1Muse Spark 1.1 (xhigh)ClosedMeta33.7$2.0——
34▼ 1GLM-5.2 (max)OpenZ AI · 1 more variant33.7$2.2765.8 s
35▼ 1Qwen3.8 27B (xhigh)OpenAlibaba · 3 more variants33.7$1.1463.9 s
36▼ 1Gemini 3.5 Flash (medium)ClosedGoogle · 2 more variants33.6$3.424318 s
37▼ 1Motif 3OpenMotif Technologies · 1 more variant33.6———
38▼ 1GPT-5.3 Codex (xhigh)ClosedOpenAI32.5$4.817573 s
39▼ 1Claude Opus 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant31.9$104122 s
40—Muse SparkClosedMeta31.3———
41—K2 Horizon 375B A23BOpenInstitute of Foundation Models30.5———
42▲ 1GPT-5.2 (xhigh)ClosedOpenAI · 2 more variants30.4$4.893141 s
43▲ 1Apodex 1.1ClosedApodex30.4$0.98——
44▼ 2Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 2 more variants30.1$6.042152 s
45—Gemini 3.1 Pro PreviewClosedGoogle29.7$4.512464 s
46—Qwen3.7 MaxClosedAlibaba29.5$3.82012.3 s
47—MiniMax-M3OpenMiniMax29.2$0.522270.9 s
48—Claude Opus 4.5 (Reasoning)ClosedAnthropic · 1 more variant29.1$104812 s
49—MiMo-V2-ProClosedXiaomi28.6———
50—GPT-5.2 Codex (xhigh)ClosedOpenAI28.5$4.8——

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 “—”.