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Artificial Analysis Intelligence Index

Artificial Analysis aggregate LLM intelligence score.

The Intelligence Index is an Artificial Analysis aggregate for comparing broad language model capability. Its March 2026 methodology describes a text-only English suite weighted across agents, coding, general tasks, and scientific reasoning.

Test type: Aggregate evaluation suite with standardized prompting and task-specific scoring.

Coverage

566 models have this metric.

59.9

Current leader: Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)

Project links

Scores come from the current Artificial Analysis dataset, read from Supabase when configured.

Artificial Analysis model leaderboardArtificial Analysis methodology

Top Overall Models

Top models ranked by Overall.

Leaderboard

RankModelCreatorValueSpeedBlended Price
#1Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)Anthropic59.969.4 tok/s$20.00/M
#2
GPT-5.6 Sol (max)
OpenAI
58.9
67.4 tok/s
$11.25/M
#3GPT-5.6 Sol (xhigh)OpenAI57.757 tok/s$11.25/M
#4GPT-5.6 Sol (high)OpenAI55.956.2 tok/s$11.25/M
#5Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic55.754.3 tok/s$10.00/M
#6GPT-5.6 Terra (max)OpenAI55.0170.1 tok/s$5.63/M
#7GPT-5.5 (xhigh)OpenAI54.873.9 tok/s$11.25/M
#8Grok 4.5 (high)SpaceXAI53.8122.8 tok/s$3.00/M
#9GPT-5.6 Sol (medium)OpenAI53.655.6 tok/s$11.25/M
#10Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic53.549.5 tok/s$10.00/M
#11Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic53.489.2 tok/s$4.00/M
#12Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic53.459.2 tok/s$4.00/M
#13Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic53.469.1 tok/s$4.00/M
#14Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic53.459.1 tok/s$4.00/M
#15Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic53.459.5 tok/s$4.00/M
#16GPT-5.5 (high)OpenAI53.158.4 tok/s$11.25/M
#17GPT-5.6 Terra (xhigh)OpenAI51.6117.6 tok/s$5.63/M
#18GPT-5.4 (xhigh)OpenAI51.4154.5 tok/s$5.63/M
#19GPT-5.6 Luna (max)OpenAI51.2243.6 tok/s$2.25/M
#20GLM-5.2 (max)Z AI51.1149.2 tok/s$2.15/M
#21Muse Spark 1.1 (xhigh)Meta50.6124.3 tok/s$2.00/M
#22GPT-5.5 (medium)OpenAI50.458.3 tok/s$11.25/M
#23Gemini 3.5 Flash (high)Google50.2241.2 tok/s$3.38/M
#24GPT-5.6 Sol (low)OpenAI49.457.1 tok/s$11.25/M
#25GPT-5.6 Luna (xhigh)OpenAI49.1185.7 tok/s$2.25/M
#26GPT-5.6 Terra (high)OpenAI49.0109.5 tok/s$5.63/M
#27Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic47.272 tok/s$6.00/M
#28Gemini 3.1 Pro PreviewGoogle46.5123.1 tok/s$4.50/M
#29GPT-5.6 Luna (high)OpenAI46.1191.2 tok/s$2.25/M
#30Qwen3.7 MaxAlibaba46.0198.9 tok/s$3.75/M
#31GPT-5.6 Terra (medium)OpenAI45.6103.3 tok/s$5.63/M
#32Gemini 3.5 Flash (medium)Google45.4234.7 tok/s$3.38/M
#33MiniMax-M3MiniMax44.494.8 tok/s$0.525/M
#34GPT-5.3 Codex (xhigh)OpenAI44.395.4 tok/s$4.81/M
#35DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek44.363.7 tok/s$0.544/M
#36Kimi K2.6Kimi44.239.2 tok/s$1.71/M
#37Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic43.749.5 tok/s$10.00/M
#38GPT-5.5 (low)OpenAI43.556.8 tok/s$11.25/M
#39Muse SparkMeta43.1n/a-
#40Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic42.743 tok/s$10.00/M
#41MiMo-V2.5-ProXiaomi42.257.1 tok/s$0.544/M
#42GPT-5.2 (xhigh)OpenAI42.280.5 tok/s$4.81/M
#43Kimi K2.7 CodeKimi41.943 tok/s$1.71/M
#44Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic41.757.9 tok/s$4.00/M
#45GPT-5.6 Sol (Non-reasoning)OpenAI41.245.3 tok/s$11.25/M
#46TEHy3Tencent41.248 tok/s-
#47NANex-N2-ProNex AGI41.0138.6 tok/s$1.00/M
#48DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek40.857.6 tok/s$0.544/M
#49Claude Opus 4.5 (Reasoning)Anthropic40.858.5 tok/s$10.00/M
#50TMInkling (xhigh)Thinking Machines40.782.9 tok/s$2.57/M
#51GPT-5.6 Terra (low)OpenAI40.5102.3 tok/s$5.63/M
#52DeepSeek V4 Flash (Reasoning, Max Effort)DeepSeek40.3101.1 tok/s$0.175/M
#53MiMo-V2-ProXiaomi40.3n/a-
#54GLM-5.1 (Reasoning)Z AI40.267.9 tok/s$2.15/M
#55GPT-5.2 Codex (xhigh)OpenAI40.1125.5 tok/s$4.81/M
#56GPT-5.4 mini (xhigh)OpenAI40.0167.5 tok/s$1.69/M
#57Qwen3.6 Max PreviewAlibaba40.037 tok/s$2.93/M
#58Grok Build 0.1 0616SpaceXAI39.846.3 tok/s$1.25/M
#59Qwen3.6 PlusAlibaba39.653.3 tok/s$1.13/M
#60Gemini 3 Pro Preview (high)Google39.6n/a$4.50/M
#61GLM-5 (Reasoning)Z AI39.546.2 tok/s$1.55/M
#62GPT-5.4 (low)OpenAI39.198.2 tok/s$5.63/M
#63Qwen3.7 PlusAlibaba39.052.4 tok/s$0.700/M
#64JT-4.1 Flash 236B A21BChina Mobile38.8n/a-
#65GPT-5.4 nano (xhigh)OpenAI38.2161.4 tok/s$0.463/M
#66GPT-5.6 Luna (medium)OpenAI38.1185.8 tok/s$2.25/M
#67MiniMax-M2.7MiniMax38.148.6 tok/s$0.525/M
#68GLM-5-TurboZ AI38.1n/a-
#69GPT-5.2 (medium)OpenAI38.0n/a$4.81/M
#70Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA37.8181.6 tok/s$1.18/M
#71Gemini 3 Flash Preview (Reasoning)Google37.8197.7 tok/s$1.13/M
#72Claude Opus 4.6 (Non-reasoning, High Effort)Anthropic37.844.4 tok/s$10.00/M
#73Grok 4.3 (high)SpaceXAI37.6112.5 tok/s$1.56/M
#74DeepSeek V4 Flash (Reasoning, High Effort)DeepSeek37.4n/a$0.175/M
#75MiMo-V2.5Xiaomi37.275.5 tok/s$0.175/M
#76Qwen3.6 27B (Reasoning)Alibaba37.156.8 tok/s$1.35/M
#77Grok 4.20 0309 v2 (Reasoning)SpaceXAI37.0159.2 tok/s$3.00/M
#78GPT-5.1 (high)OpenAI36.989.9 tok/s$3.44/M
#79Grok 4.20 0309 (Reasoning)SpaceXAI36.5n/a$3.00/M
#80MiMo-V2-Omni-0327Xiaomi36.4n/a-