Reasoning

Artificial Analysis public leaderboard

Intelligence Index

Composite Artificial Analysis index across mathematics, science, coding, and reasoning evaluations.

Published source

Metric

Index score

Results shown

603

Publisher

Artificial Analysis

Snapshot

Fetched 2026-08-22T12:55:16.136Z

603 of 603 models

Higher is better

Claude Opus 5 (max)

Claude Opus 5 (xhigh)

Claude Fable 5 (with fallback)

Claude Opus 5 (high)

GPT-5.6 Sol (max)

Grok 4.6 (high)

Grok 4.6 (xhigh)

Kimi K3 (max)

GLM-5.3 (max)

GPT-5.6 Sol (xhigh)

Grok 4.6 (medium)

Claude Opus 5 (medium)

Qwen3.8 Max

Qwen3.8 2.4T A95B

GPT-5.6 Sol (high)

Claude Opus 4.8 (max)

Muse Spark 1.2 (xhigh)

GPT-5.6 Terra (max)

GPT-5.5 (xhigh)

Gemini 3.7 Flash (high)

Grok 4.5 (high)

GPT-5.6 Sol (medium)

Claude Sonnet 5 (max)

Claude Opus 4.7 (max)

GPT-5.5 (high)

Gemini 3.7 Flash (medium)

Muse Spark 1.1 (xhigh)

DeepSeek V4 Pro 0813 (max)

GPT-5.4 (xhigh)

GPT-5.6 Terra (xhigh)

GLM-5.2 (max)

Claude Opus 5 (low)

GPT-5.6 Luna (max)

Qwen3.8 27B (xhigh)

Gemini 3.5 Flash

DeepSeek V4 Flash 0731 (max)

Grok 4.6 (low)

Gemini 3.6 Flash

GPT-5.5 (medium)

Gemini 3.7 Flash (low)

GPT-5.6 Sol (low)

GPT-5.6 Terra (high)

GPT-5.6 Luna (xhigh)

Claude Sonnet 4.6 (max)

Kimi K3 (low)

Gemini 3.1 Pro Preview

Motif 3

GPT-5.6 Luna (high)

GPT-5.6 Terra (medium)

Qwen3.7 Max

Gemini 3.5 Flash (medium)

GPT-5.3 Codex (xhigh)

MiniMax-M3

Motif 3 (Beta)

DeepSeek V4 Pro (max)

Kimi K2.6

Claude Opus 4.6 (max)

GPT-5.5 (low)

Qwen3.8 27B (medium)

Muse Spark

Claude Opus 4.7 (Non-reasoning, high)

DeepSeek V4 Pro (high)

GPT-5.2 (xhigh)

Kimi K2.7 Code

MiMo-V2.5-Pro

Qwen3.8 27B (low)

Claude Sonnet 5 (Non-reasoning)

Inkling

Hy3

DeepSeek V4 Flash (max)

GPT-5.6 Sol (Non-reasoning)

Claude Opus 4.5

Nex-N2-Pro

Solar Pro 4

MiMo-V2-Pro

GPT-5.6 Terra (low)

GPT-5.2 Codex (xhigh)

Inkling Small

Qwen3.6 Max Preview

GLM-5.1

GPT-5.4 mini (xhigh)

Grok Build 0.1 0616

Gemini 3 Pro Preview (high)

GLM-5

Qwen3.6 Plus

GPT-5.4 (low)

JT-4.1 Flash 236B A21B

GPT-5.4 nano (xhigh)

Agnes 2.5 Pro Alpha

Qwen3.7 Plus

GLM-5-Turbo

DeepSeek V4 Flash (high)

GPT-5.2 (medium)

GPT-5.6 Luna (medium)

MiniMax-M2.7

Claude Opus 4.6 (high)

Gemini 3 Flash

Nemotron 3 Ultra

MiMo-V2.5

Grok 4.20 0309 v2

Grok 4.3 (high)

Ling 3.0 Flash

Qwen3.6 27B

GPT-5.1 (high)

Gemini 3.5 Flash-Lite

Grok 4.20 0309

Solar Open2 250B

Claude 4.5 Sonnet

MiMo-V2-Omni-0327

GPT-5 Codex (high)

Grok 4.3 (medium)

Claude Sonnet 4.6 (Non-reasoning)

Grok 4.3 (low)

GLM-5.1

Kimi K2.5

MiMo-V2-Omni

Gemini 3.5 Flash (minimal)

GPT-5.5 (Non-reasoning)

GPT-5.1 Codex (high)

Claude Opus 4.5

Kimi K2.6

GLM 5V Turbo

GPT-5 (high)

Claude Sonnet 4.6 (Non-reasoning, Low Effort)

Muse Glimmer (high)

A.X-K2

GLM-5.2

GPT-5.6 Terra (Non-reasoning)

Qwen3.5 27B

GPT-5 (medium)

Claude 4.1 Opus

MiniMax-M2.5

GLM-4.7

Hy3-preview

GPT-5.5 Instant (May 2026)

Qwen3.5 397B A17B

Grok 4

MiMo-V2-Flash (Feb 2026)

G9v3-39A5B

LongCat 2.0

Gemini 3 Pro Preview (low)

GPT-5.6 Luna (low)

KAT-Coder-Pro V2

Kimi K2 Thinking

o3-pro

GLM-5

Qwen3.5 122B A10B

DeepSeek V3.2

Qwen3.5 397B A17B

Qwen3 Max Thinking

Qwen3.6 35B A3B

MiniMax-M2.1

DeepSeek V4 Pro

MiMo-V2-Flash

GPT-5 (low)

Claude 4 Opus

Ring-2.6-1T

GPT-5 mini (medium)

DeepSeek V3.1 Terminus

Qwen3.5 Omni Plus

GPT-5.1 Codex mini (high)

Qwen3.6 27B

Grok 4.1 Fast

K-

K-EXAONE 2.0

Step 3.7 Flash

GPT-5.4 nano

GPT-5.4 mini (medium)

Mistral Medium 3.5

Kimi K2.5

Qwen3.5 27B

Claude 4.5 Sonnet

Qwen3.5 35B A3B

Claude 4.5 Haiku

Claude 4 Sonnet

Gemma 4 31B

GLM-4.6

DeepSeek V4 Flash

GPT-5.5 Instant (June 2026)

JT-35B-Flash

MiniMax-M2

KAT-Coder-Pro V1

Claude 4.1 Opus

MiMo-V2.5-Pro

GPT-5.4 (Non-reasoning)

Qwen3.5 122B A10B

Grok 4 Fast

Gemini 3 Flash

Claude 3.7 Sonnet

GLM-4.7

GPT-5.6 Luna (Non-reasoning)

Hy3-preview

Ling-2.6-1T

GPT-5.2

Step 3.5 Flash 2603

Doubao Seed Code

Gemma 4 26B A4B

o4-mini (high)

Step 3.5 Flash

Claude 4 Opus

Claude 4 Sonnet

DeepSeek V3.2 Exp

Gemini 2.5 Pro

GPT-5 mini (high)

Nemotron 3 Super

Gemini 3.1 Flash-Lite

Qwen3 Max Thinking (Preview)

MiMo-V2-Flash

DeepSeek V3.2

Grok 4.3 (Non-reasoning)

Qwen3.6 35B A3B

Ling 3.0 Tiny

Qwen3 Max

Qwen3.5 35B A3B

Gemini 2.5 Flash (Sep)

Claude 4.5 Haiku

gpt-oss-120b (high)

Kimi K2 0905

Claude 3.7 Sonnet

Nemotron 3.5 Lightning

Gemini 2.5 Pro (Mar)

GLM-4.6

GLM-4.7-Flash

Grok 3 mini Reasoning (high)

Grok 4.20 0309

Command A+

Gemini 2.5 Pro (May)

DeepSeek V3.2 Speciale

K-

K-EXAONE

ERNIE 5.0 Thinking Preview

Gemma 4 31B

Grok 4.20 0309 v2

Gemma 4 12B

Nova 2.0 Pro Preview (medium)

Grok Code Fast 1

Mercury 2

Qwen3.5 9B

DeepSeek V3.1 Terminus

DeepSeek V3.2 Exp

Apriel-v1.5-15B-Thinker

DeepSeek V3.1

Qwen3 Coder Next

Nova 2.0 Omni (medium)

DeepSeek V3.1

Qwen3 VL 235B A22B

Apriel-v1.6-15B-Thinker

Nova 2.0 Lite (high)

GPT-5.1

Qwen3.5 9B

EXAONE 4.5 33B

Gemma 4 26B A4B

Qwen3.5 4B

DeepSeek R1 0528

Gemini 2.5 Flash

North Mini Code

GPT-5 nano (high)

Qwen3 235B A22B 2507

Nova 2.0 Pro Preview (low)

GLM-4.5

Mistral Small 4

Kimi K2

GPT-4.1

Qwen3 Max (Preview)

Devstral 2

Nova 2.0 Lite (medium)

GPT-5 nano (medium)

Qwen3.5 Omni Flash

o3-mini

o1-pro

Gemini 2.5 Flash (Sep)

JT-MINI

Trinity Large Thinking

DeepSeek R1 (Jan)

Grok 3

Seed-OSS-36B-Instruct

Qwen3 235B 2507

HyperNova 60B 2605

Qwen3 Coder 480B

Qwen3 VL 32B

Magistral Medium 1.2

Sonar Reasoning Pro

Nova 2.0 Lite (low)

MiniMax M1 80k

GPT-5.4 nano

Nemotron Cascade 2 30B A3B

Gemini 2.5 Flash

Devstral Small 2

K2 Think V2

LongCat Flash Lite

GPT-5 (minimal)

o1-preview

HyperCLOVA X SEED Think (32B)

Grok 4.1 Fast

GLM-4.6V

K-

K-EXAONE

Qwen3 Next 80B A3B

GPT-5.4 mini

Nova 2.0 Omni (low)

GLM-4.5-Air

Grok 4 Fast

Mi:dm K 2.5 Pro

Ring-1T

G9v3-3B

Qwen3.5 4B

Mistral Large 3

INTELLECT-3

o3-mini (high)

GLM-4.7-Flash

GPT-5 (ChatGPT)

Solar Open 100B

DeepSeek V3 0324

gpt-oss-20b (high)

Grok 3 Reasoning Beta

Gemini 2.5 Flash-Lite (Sep)

Nemotron 3 Nano Omni 30B A3B

gpt-oss-120b (low)

Mistral Small 3.1

GPT-4.1 mini

Mistral Medium 3.1

Qwen3 30B A3B 2507

Nemotron 3 Nano

Solar Pro 3

Llama 4 Maverick

MiniMax M1 40k

Nova 2.0 Pro Preview

gpt-oss-20b (low)

Qwen3 VL 235B A22B

GPT-5 mini (minimal)

K2-V2 (high)

DeepSeek V3 (Dec)

Ling 2.6 Flash

Gemini 2.5 Flash

o1-mini

Qwen3 Next 80B A3B

Tri-21B-think Preview

Qwen3 Coder 30B A3B

GPT-4.5 (Preview)

DiffusionGemma 26B A4B

Qwen3 235B

QwQ-32B

Qwen3 VL 30B A3B

Gemini 2.0 Flash Thinking exp. (Jan)

Gemma 4 12B (Non-reasoning)

Gemini 2.5 Flash-Lite (Sep)

Motif-2-12.7B

Ling-1T

Nova Premier

Solar Pro 2

Magistral Medium 1

Mistral Medium 3

K2-V2 (medium)

Llama Nemotron Super 49B v1.5

Devstral Medium

Celeris-1

Mistral Small 4

Tri-21B-Think

GPT-4o (Mar)

Gemini 2.0 Flash

Claude 3.5 Haiku

Llama 3.3 Nemotron Super 49B

Gemma 4 E4B

Qwen3 4B 2507

MiniCPM5-1B

Sarvam 105B (high)

Gemini 2.0 Pro Experimental

Nova 2.0 Lite

Devstral Small (May)

Claude 3 Opus

MiniCPM5-1B

Sonar Reasoning

Gemini 2.5 Flash

Magistral Small 1.2

Qwen3 32B

Gemini 2.5 Flash-Lite

Ministral 3 14B

GPT-4o (Nov)

Nanbeige4.1-3B

LFM2.5-2.6B

Qwen3 VL 32B

DeepSeek R1 Distill Qwen 32B

GLM-4.6V

Qwen3 235B

Mistral Small 3.2

Magistral Small 1

Gemini 2.0 Flash (exp)

EXAONE 4.0 32B

Qwen3 VL 8B

Qwen3 14B

Nova 2.0 Omni

DeepSeek R1 0528 Qwen3 8B

Llama 4 Scout

Qwen2.5 Max

Qwen3 VL 30B A3B

Hermes 4 70B

Gemini 1.5 Pro (Sep)

Solar Pro 2

DeepSeek R1 Distill Llama 70B

Claude 3.5 Sonnet (Oct)

DeepSeek R1 Distill Qwen 14B

Falcon-H1R-7B

GPT-4.1 nano

Ling-flash-2.0

Gemma 4 E2B

Qwen3 Omni 30B A3B

GPT-4o (Aug)

Qwen2.5 72B

Sonar

Step3 VL 10B

Llama 3.3 70B

Qwen3 30B

Sonar Pro

Devstral Small

QwQ 32B-Preview

GLM-4.5V

Mistral Large 2 (Nov)

Ministral 3 8B

Llama Nemotron Ultra

Qwen3 30B A3B 2507

ERNIE 4.5 300B A47B

Hermes 4 405B

Solar Pro 2

NVIDIA Nemotron Nano 12B v2 VL

Gemma 4 E4B

Granite 4.1 30B

NVIDIA Nemotron Nano 9B V2

Hermes 4 405B

Gemini 2.0 Flash-Lite (Feb)

Nemotron 3 Nano 4B

Llama Nemotron Super 49B v1.5

Qwen3 32B

GPT-4o (May)

Gemini 2.0 Flash-Lite (Preview)

K2-V2 (low)

Llama 3.1 Nemotron Nano 4B v1.1

Kimi Linear 48B A3B Instruct

Llama 3.1 405B

Qwen3 8B

Llama 3.3 Nemotron Super 49B

Qwen3 VL 8B

Qwen3 4B

LFM2.5-8B-A1B

Claude 3.5 Sonnet (June)

Tulu3 405B

GPT-4o (ChatGPT)

Ring-flash-2.0

Pixtral Large

Olmo 3.1 32B Think

Grok 2

GPT-5 nano (minimal)

Gemini 1.5 Flash (Sep)

Qwen3 VL 4B

GPT-4 Turbo

Solar Pro 2

Nova Pro

Command A

Qwen3.5 2B

Llama 3.1 Nemotron 70B

Llama 3.1 8B

Gemma 3 27B

Grok Beta

Qwen2.5 Instruct 32B

Nemotron 3 Nano

NVIDIA Nemotron Nano 9B V2

Ministral 3 3B

Mistral Large 2 (Jul)

Qwen3 4B 2507

Qwen2.5 Coder 32B

Qwen3 14B

GPT-4

GLM-4.5V

Mistral Small 3

Gemini 2.5 Flash-Lite

Nova Lite

GPT-4o mini

Hermes 4 70B

Qwen3 30B

DeepSeek-V2.5 (Dec)

Qwen3 4B

Llama 3.1 70B

Granite 4.1 8B

Sarvam 30B (high)

Gemini 2.0 Flash Thinking exp. (Dec)

DeepSeek-V2.5

Olmo 3.1 32B Instruct

Mistral Saba

DeepSeek R1 Distill Llama 8B

Gemma 4 E2B

Olmo 3 32B Think

Gemini 1.5 Pro (May)

R1 1776

Qwen2.5 Turbo

Reka Flash

Llama 3.2 90B (Vision)

Solar Mini

Grok-1

Qwen2 72B

Phi-4 Mini

EXAONE 4.0 32B

Gemma 3 12B

Qwen3.5 2B

Gemini 1.5 Flash-8B

Qwen3.5 0.8B

DeepHermes 3 - Mistral 24B

Jamba 1.7 Large

Granite 4.0 H Small

Jamba 1.5 Large

Qwen3 Omni 30B A3B

Hermes 3 - Llama-3.1 70B

Qwen3 8B

DeepSeek-Coder-V2

OLMo 2 32B

Jamba 1.6 Large

LFM2 24B A2B

Gemini 1.5 Flash (May)

Phi-4

Claude 3 Sonnet

Nova Micro

Granite 4.1 3B

Mistral Small (Sep)

Gemini 1.0 Ultra

Phi-3 Mini

NVIDIA Nemotron Nano 12B v2 VL

Gemma 3n E4B (May)

Phi-4 Multimodal

Qwen2.5 Coder 7B

Mistral Large (Feb)

Mixtral 8x22B

Llama 2 Chat 7B

Llama 3.2 3B

MiniCPM-V 4.6 1.3B

Jamba Reasoning 3B

Qwen3 VL 4B

Qwen1.5 Chat 110B

Reka Flash 3

Olmo 3 7B Think

Claude 2.1

Claude 3 Haiku

OLMo 2 7B

Molmo 7B-D

Ling-mini-2.0

DeepSeek R1 Distill Qwen 1.5B

DeepSeek-V2

Claude 2.0

Mistral Small (Feb)

Mistral Medium

GPT-3.5 Turbo

Llama 3 70B

Qwen Chat 72B

Arctic

LFM 40B

Llama 3.2 11B (Vision)

Qwen3.5 0.8B

PALM-2

Gemini 1.0 Pro

DeepSeek Coder V2 Lite

Sarvam M

Llama 2 Chat 70B

DeepSeek LLM 67B (V1)

Llama 2 Chat 13B

Command-R+ (Apr)

OpenChat 3.5

DBRX

Exaone 4.0 1.2B

Olmo 3 7B

Exaone 4.0 1.2B

LFM2.5-1.2B-Thinking

Jamba 1.7 Mini

LFM2 2.6B

LFM2.5-1.2B-Instruct

Jamba 1.5 Mini

Granite 4.0 H 1B

Qwen3 1.7B

Jamba 1.6 Mini

Mixtral 8x7B

Gemma 3 270M

Apertus 70B Instruct

Granite 4.0 Micro

DeepHermes 3 - Llama-3.1 8B

Mistral 7B

Claude Instant

Command-R (Mar)

Qwen Chat 14B

Llama 65B

Granite 4.0 1B

Molmo2-8B

LFM2 8B A1B

Granite 3.3 8B

Qwen3 1.7B

Qwen3 0.6B

LFM2 1.2B

Gemma 3 4B

LFM2.5-VL-1.6B

Qwen3 0.6B

Granite 4.0 350M

Llama 3.2 1B

Tiny Aya Global

Llama 3 8B

Apertus 8B Instruct

Granite 4.0 H 350M

Gemma 3n E4B

Gemma 3n E2B

Gemma 3 1B

List bars visualize relative performance. Plot bars use published 0–100 scores, shrink to a 1.5rem minimum, then scroll horizontally.

Scores are published snapshots and are only comparable within the same benchmark, version, metric, and evaluation configuration.