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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

526 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 Artificial Analysis LLM snapshot committed in this app.

Artificial Analysis methodology

Top Overall Models

Top models ranked by Overall.

Leaderboard

RankModelCreatorValueSpeedBlended Price
#1Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)Anthropic59.9n/a$20.00/M
#2
GPT-5.4 (xhigh)
OpenAI
56.8
75.5 tok/s
$5.63/M
#3Qwen3.7 MaxAlibaba56.6186.5 tok/s$3.75/M
#4Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic55.767.8 tok/s$10.00/M
#5GPT-5.5 (xhigh)OpenAI54.869 tok/s$11.25/M
#6MiniMax-M3MiniMax54.745.6 tok/s$0.525/M
#7Kimi K2.6Kimi53.941.6 tok/s$1.71/M
#8MiMo-V2.5-ProXiaomi53.843.3 tok/s$0.544/M
#9Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic53.553.8 tok/s$10.00/M
#10Qwen3.7 PlusAlibaba53.353.6 tok/s$0.590/M
#11GPT-5.5 (high)OpenAI53.161.6 tok/s$11.25/M
#12Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic52.947.3 tok/s$10.94/M
#13Qwen3.6 Max PreviewAlibaba51.840.9 tok/s$2.93/M
#14GLM-5.1 (Reasoning)Z AI51.446.8 tok/s$2.15/M
#15GPT-5.2 (xhigh)OpenAI51.371 tok/s$4.81/M
#16Gemini 3.5 Flash (high)Google50.2203.3 tok/s$3.38/M
#17Qwen3.6 PlusAlibaba50.052.8 tok/s$1.13/M
#18GLM-5 (Reasoning)Z AI49.879.5 tok/s$1.55/M
#19Claude Opus 4.5 (Reasoning)Anthropic49.753.5 tok/s$10.94/M
#20MiniMax-M2.7MiniMax49.675 tok/s$0.525/M
#21Grok 4.20 0309 v2 (Reasoning)xAI49.3168.7 tok/s$3.00/M
#22MiMo-V2-ProXiaomi49.242.5 tok/s$1.50/M
#23GPT-5.2 Codex (xhigh)OpenAI49.0105.3 tok/s$4.81/M
#24MiMo-V2.5Xiaomi49.077.4 tok/s$0.175/M
#25Grok 4.20 0309 (Reasoning)xAI48.5166.5 tok/s$3.00/M
#26Gemini 3 Pro Preview (high)Google48.4n/a$4.50/M
#27GPT-5.4 (low)OpenAI47.963.6 tok/s$5.63/M
#28GPT-5.1 (high)OpenAI47.7121.2 tok/s$3.44/M
#29Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic47.263.2 tok/s$6.00/M
#30GPT-5.5 (medium)OpenAI47.158.7 tok/s$11.25/M
#31GLM-5-TurboZ AI46.8n/a-
#32Kimi K2.5 (Reasoning)Kimi46.831.7 tok/s$1.19/M
#33GPT-5.2 (medium)OpenAI46.6n/a$4.81/M
#34Claude Opus 4.6 (Non-reasoning, High Effort)Anthropic46.540.9 tok/s$10.94/M
#35Gemini 3.1 Pro PreviewGoogle46.5124.7 tok/s$4.50/M
#36Gemini 3 Flash Preview (Reasoning)Google46.4172.8 tok/s$1.13/M
#37Qwen3.6 27B (Reasoning)Alibaba45.854.7 tok/s$1.35/M
#38Gemini 3.5 Flash (medium)Google45.4210.1 tok/s$3.38/M
#39Qwen3.5 397B A17B (Reasoning)Alibaba45.051.8 tok/s$1.35/M
#40MiMo-V2-Omni-0327Xiaomi44.985.6 tok/s$0.800/M
#41GPT-5 (high)OpenAI44.6111.1 tok/s$3.44/M
#42GPT-5 Codex (high)OpenAI44.6171.1 tok/s$3.44/M
#43DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek44.361.6 tok/s$0.544/M
#44GPT-5.3 Codex (xhigh)OpenAI44.384.5 tok/s$4.81/M
#45GLM-5.1 (Non-reasoning)Z AI43.845.6 tok/s$2.15/M
#46KAT Coder Pro V2KwaiKAT43.8118.1 tok/s$0.525/M
#47Qwen3.6 35B A3B (Reasoning)Alibaba43.5159.9 tok/s$0.557/M
#48MiMo-V2-OmniXiaomi43.481.5 tok/s-
#49Claude Opus 4.5 (Non-reasoning)Anthropic43.147.6 tok/s$10.94/M
#50GPT-5.1 Codex (high)OpenAI43.1182.1 tok/s$3.44/M
#51Muse SparkMeta43.1n/a-
#52Claude 4.5 Sonnet (Reasoning)Anthropic43.050.1 tok/s$6.56/M
#53GLM 5V Turbo (Reasoning)Z AI42.9n/a-
#54Kimi K2.6 (Non-reasoning)Kimi42.939 tok/s$1.71/M
#55Claude Opus 4.7 (Non-reasoning, High Effort)Anthropic42.746 tok/s$10.00/M
#56Step 3.7 FlashStepFun42.6385.5 tok/s$0.438/M
#57GLM-4.7 (Reasoning)Z AI42.179.2 tok/s$1.00/M
#58Qwen3.5 27B (Reasoning)Alibaba42.182.8 tok/s$0.825/M
#59Claude 4.1 Opus (Reasoning)Anthropic42.033.7 tok/s$32.81/M
#60GPT-5 (medium)OpenAI42.085.6 tok/s$3.44/M
#61TEHy3-preview (Reasoning)Tencent41.996 tok/s$0.200/M
#62MiniMax-M2.5MiniMax41.9202.9 tok/s$0.525/M
#63DeepSeek V3.2 (Reasoning)DeepSeek41.7n/a$0.337/M
#64GPT-5.5 (low)OpenAI41.766.4 tok/s$11.25/M
#65Qwen3.5 122B A10B (Reasoning)Alibaba41.6143.6 tok/s$1.10/M
#66Grok 4xAI41.5n/a$11.00/M
#67MiMo-V2-Flash (Feb 2026)Xiaomi41.5124.9 tok/s$0.150/M
#68Gemini 3 Pro Preview (low)Google41.3n/a$4.50/M
#69GPT-5 mini (high)OpenAI41.287.4 tok/s$0.688/M
#70Kimi K2 ThinkingKimi40.9131.1 tok/s$1.08/M
#71DeepSeek V4 Pro (Reasoning, High Effort)DeepSeek40.865.7 tok/s$0.544/M
#72o3-proOpenAI40.722.7 tok/s$35.00/M
#73GLM-5 (Non-reasoning)Z AI40.663.1 tok/s$1.55/M
#74DeepSeek V4 Flash (Reasoning, Max Effort)DeepSeek40.398.3 tok/s$0.175/M
#75Qwen3.5 397B A17B (Non-reasoning)Alibaba40.153.1 tok/s$1.35/M
#76GPT-5.4 mini (xhigh)OpenAI40.0178.8 tok/s$1.69/M
#77Qwen3 Max ThinkingAlibaba39.8n/a$2.40/M
#78MiniMax-M2.1MiniMax39.4184.6 tok/s$0.525/M
#79GPT-5 (low)OpenAI39.279.3 tok/s$3.44/M
#80MiMo-V2-Flash (Reasoning)Xiaomi39.2129.5 tok/s$0.150/M