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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

600 models have this metric.

60.7

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

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 Opus 5 (Adaptive Reasoning, Max Effort)Anthropic60.756.2 tok/s$10.00/M
#2
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)
Anthropic
60.1
53.5 tok/s
$10.00/M
#3Claude Fable 5Anthropic59.9n/a-
#4Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)Anthropic59.959.9 tok/s$20.00/M
#5Claude Opus 5 (Adaptive Reasoning, High Effort)Anthropic58.953.6 tok/s$10.00/M
#6GPT-5.6 Sol (max)OpenAI58.968.1 tok/s$11.25/M
#7GPT-5.6 Sol (xhigh)OpenAI57.762.8 tok/s$11.25/M
#8Kimi K3 (max)Kimi57.133.5 tok/s$6.00/M
#9Claude Opus 5 (Adaptive Reasoning, Medium Effort)Anthropic56.354.1 tok/s$10.00/M
#10GPT-5.6 Sol (high)OpenAI55.965.8 tok/s$11.25/M
#11Claude Opus 4.8Anthropic55.7n/a-
#12Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic55.7n/a$10.00/M
#13GPT-5.6 Terra (max)OpenAI55.0132 tok/s$4.50/M
#14GPT-5.5 (xhigh)OpenAI54.8n/a$11.25/M
#15Grok 4.5 (high)SpaceXAI53.853.3 tok/s$3.00/M
#16GPT-5.6 Sol (medium)OpenAI53.657.6 tok/s$11.25/M
#17Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic53.5n/a$10.00/M
#18Claude Sonnet 5 (Adaptive Reasoning, High Effort)Anthropic53.466.1 tok/s$4.00/M
#19Claude Sonnet 5 (Adaptive Reasoning, Low Effort)Anthropic53.462.4 tok/s$4.00/M
#20Claude Sonnet 5 (Adaptive Reasoning, Max Effort)Anthropic53.483.6 tok/s$4.00/M
#21Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)Anthropic53.465 tok/s$4.00/M
#22Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Anthropic53.467.1 tok/s$4.00/M
#23GPT-5.5 (high)OpenAI53.1n/a$11.25/M
#24GPT-5.6 Terra (xhigh)OpenAI51.6109.7 tok/s$4.50/M
#25GPT-5.4 (xhigh)OpenAI51.4n/a$5.63/M
#26GPT-5.6 Luna (max)OpenAI51.2174.2 tok/s$0.450/M
#27GLM 5.2Zai51.1n/a-
#28GLM-5.2 (max)Z AI51.199.9 tok/s$2.15/M
#29Claude Opus 5 (Adaptive Reasoning, Low Effort)Anthropic50.653.9 tok/s$10.00/M
#30Muse Spark 1.1Meta50.6n/a-
#31Muse Spark 1.1 (xhigh)Meta50.6139.7 tok/s$2.00/M
#32GPT-5.5 (medium)OpenAI50.4n/a$11.25/M
#33Gemini 3.5 Flash (high)Google50.2220.6 tok/s$3.38/M
#34Gemini 3.6 Flash (high)Google50.1214.8 tok/s$3.00/M
#35DeepSeek V4 Flash 0731 (Reasoning, Max Effort)DeepSeek49.9n/a$0.175/M
#36GPT-5.6 Sol (low)OpenAI49.459.1 tok/s$11.25/M
#37GPT-5.6 Luna (xhigh)OpenAI49.1174 tok/s$0.450/M
#38GPT-5.6 Terra (high)OpenAI49.0117.9 tok/s$4.50/M
#39Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic47.2n/a$6.00/M
#40Kimi K3 (low)Kimi46.633.7 tok/s$6.00/M
#41Gemini 3.1 Pro PreviewGoogle46.5134.1 tok/s$4.50/M
#42GPT-5.6 Luna (high)OpenAI46.1172.1 tok/s$0.450/M
#43Qwen3.7 MaxAlibaba46.0202 tok/s$3.75/M
#44GPT-5.6 Terra (medium)OpenAI45.6111.6 tok/s$4.50/M
#45Gemini 3.5 Flash (medium)Google45.4240.9 tok/s$3.38/M
#46MiniMax M3Minimax44.4n/a-
#47MiniMax-M3MiniMax44.478 tok/s$0.525/M
#48DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek44.359.6 tok/s$0.544/M
#49GPT-5.3 Codex (xhigh)OpenAI44.3109.1 tok/s$4.81/M
#50Kimi K2.6Kimi44.2n/a$1.71/M
#51Motif 3 (Beta)Motif Technologies44.1n/a-
#52Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic43.7n/a$10.00/M
#53GPT-5.5 (low)OpenAI43.5n/a$11.25/M
#54DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek43.155.3 tok/s$0.544/M
#55Muse SparkMeta43.1n/a-
#56Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic42.7n/a$10.00/M
#57GPT-5.2 (xhigh)OpenAI42.2n/a$4.81/M
#58MiMo-V2.5-ProXiaomi42.244.2 tok/s$0.544/M
#59Kimi K2.7 CodeKimi41.939.1 tok/s$1.71/M
#60MOKimi K2.7 CodeMoonshotai41.9n/a-
#61Claude Sonnet 5 (Non-reasoning, High Effort)Anthropic41.769.2 tok/s$4.00/M
#62GPT-5.6 Sol (Non-reasoning)OpenAI41.262.3 tok/s$11.25/M
#63TEHy3Tencent41.272.2 tok/s$0.241/M
#64NANex-N2-ProNex AGI41.0132 tok/s$1.00/M
#65Claude Opus 4.5 (Reasoning)Anthropic40.8n/a$10.00/M
#66TMInkling (xhigh)Thinking Machines40.779.3 tok/s$2.57/M
#67GPT-5.6 Terra (low)OpenAI40.5115.7 tok/s$4.50/M
#68DeepSeek V4 Flash (Reasoning, Max Effort)DeepSeek40.3106.7 tok/s$0.175/M
#69MiMo-V2-ProXiaomi40.3n/a-
#70GLM-5.1 (Reasoning)Z AI40.2n/a$2.14/M
#71TMInkling SmallThinking Machines40.295.3 tok/s$0.525/M
#72GPT-5.2 Codex (xhigh)OpenAI40.1n/a$4.81/M
#73GPT-5.4 mini (xhigh)OpenAI40.0n/a$1.69/M
#74Qwen3.6 Max PreviewAlibaba40.0n/a$2.93/M
#75Grok Build 0.1Xai39.8n/a-
#76Grok Build 0.1 0616SpaceXAI39.8n/a$1.25/M
#77Gemini 3 Pro Preview (high)Google39.6n/a$4.50/M
#78Qwen3.6 PlusAlibaba39.655 tok/s$1.13/M
#79GLM-5 (Reasoning)Z AI39.5n/a$1.55/M
#80GPT-5.4 (low)OpenAI39.1n/a$5.63/M