Knowledge

Artificial Analysis public leaderboard

Humanity's Last Exam

Broad expert-level reasoning and knowledge evaluation published by Artificial Analysis.

Published source

Metric

Accuracy

Results shown

575

Publisher

Artificial Analysis

Snapshot

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

575 of 575 models

Higher is better

Claude Fable 5 (with fallback)

Claude Opus 5 (max)

Claude Opus 5 (xhigh)

Claude Opus 5 (high)

Claude Opus 5 (medium)

GPT-5.6 Sol (max)

Claude Opus 4.8 (max)

Gemini 3.7 Flash (high)

GPT-5.6 Sol (xhigh)

Gemini 3.1 Pro Preview

Kimi K3 (max)

Muse Spark 1.1 (xhigh)

GPT-5.6 Sol (high)

GPT-5.5 (xhigh)

Muse Spark 1.2 (xhigh)

GPT-5.5 (high)

Grok 4.6 (xhigh)

GPT-5.4 (xhigh)

Claude Opus 5 (low)

Qwen3.8 Max

GPT-5.6 Terra (max)

Grok 4.6 (high)

Gemini 3.5 Flash

Grok 4.5 (high)

GPT-5.3 Codex (xhigh)

Qwen3.8 2.4T A95B

GPT-5.5 (medium)

Claude Opus 4.7 (max)

GLM-5.3 (max)

GPT-5.6 Sol (medium)

Grok 4.6 (medium)

GPT-5.6 Terra (xhigh)

Gemini 3.5 Flash (medium)

Claude Sonnet 5 (max)

GLM-5.2 (max)

DeepSeek V4 Pro 0813 (max)

Gemini 3.6 Flash

Muse Spark

Qwen3.7 Max

Motif 3 (Beta)

Claude Opus 4.6 (max)

Gemini 3 Pro Preview (high)

GPT-5.6 Luna (max)

GPT-5.6 Sol (low)

MiniMax-M3

Gemini 3.7 Flash (medium)

DeepSeek V4 Flash 0731 (max)

GPT-5.6 Terra (high)

Grok Build 0.1 0616

GPT-5.2 (xhigh)

DeepSeek V4 Pro (max)

Kimi K2.6

Grok 4.3 (high)

GPT-5.6 Luna (xhigh)

Motif 3

Gemini 3 Flash

GPT-5.2 Codex (xhigh)

MiMo-V2.5-Pro

Qwen3.7 Plus

DeepSeek V4 Pro (high)

Gemini 3.7 Flash (low)

Kimi K2.7 Code

DeepSeek V4 Flash (max)

Grok 4.20 0309 v2

Qwen3.8 27B (xhigh)

Nex-N2-Pro

LongCat 2.0

KAT-Coder-Pro V1

Agnes 2.5 Pro Alpha

Claude Sonnet 4.6 (max)

Hy3

GPT-5.6 Luna (high)

Claude Opus 4.7 (Non-reasoning, high)

Inkling Small

GPT-5.6 Terra (medium)

GPT-5.5 (low)

Grok 4.20 0309

Inkling

GPT-5.4 (low)

Qwen3.6 Max Preview

Kimi K2.5

MiMo-V2-Pro

DeepSeek V4 Flash (high)

Claude Opus 4.5

GLM-5.1

Grok 4.3 (medium)

MiniMax-M2.7

A.X-K2

Gemini 3 Pro Preview (low)

GLM-5

Solar Pro 4

GPT-5.6 Terra (low)

Qwen3.5 397B A17B

DeepSeek V3.2 Speciale

Solar Open2 250B

GPT-5 (high)

GPT-5.1 (high)

Nemotron 3 Ultra

GPT-5.4 nano (xhigh)

GPT-5.4 mini (xhigh)

Qwen3 Max Thinking

Grok 4.20 0309 v2

GLM-5.1

GPT-5 Codex (high)

Qwen3.6 Plus

GLM-5-Turbo

Hy3-preview

Grok 4.6 (low)

GLM-4.7

MiMo-V2.5

Grok 4

GPT-5.2 (medium)

GPT-5.6 Luna (medium)

GPT-5.1 Codex (high)

GPT-5 (medium)

Qwen3.5 122B A10B

Kimi K3 (low)

DeepSeek V3.2

Grok 4.20 0309

Step 3.5 Flash 2603

Gemini 3.5 Flash (minimal)

Qwen3.5 27B

Kimi K2 Thinking

Ling 3.0 Flash

Gemma 4 31B

MiniMax-M2.1

Qwen3.6 27B

MiMo-V2-Flash

MiMo-V2-Omni-0327

Gemini 2.5 Pro

Qwen3.6 35B A3B

MiMo-V2-Flash (Feb 2026)

MiMo-V2-Omni

Muse Glimmer (high)

GPT-5.5 Instant (May 2026)

Ring-2.6-1T

GPT-5 mini (high)

Step 3.7 Flash

Step 3.5 Flash

Qwen3.5 35B A3B

Nemotron 3 Super

MiniMax-M2.5

Gemini 2.5 Pro (May)

GPT-5.5 Instant (June 2026)

GPT-5.6 Luna (low)

Qwen3.5 397B A17B

gpt-oss-120b (high)

Kimi K2.6

GPT-5 (low)

Grok 4.1 Fast

Gemma 4 26B A4B

Claude Opus 4.6 (high)

Grok 4 Fast

Claude Sonnet 5 (Non-reasoning)

Gemini 3.5 Flash-Lite

K-

K-EXAONE 2.0

GPT-5.4 mini (medium)

GPT-5.1 Codex mini (high)

Grok 4.3 (low)

Gemini 2.5 Pro (Mar)

JT-4.1 Flash 236B A21B

Claude 4.5 Sonnet

G9v3-39A5B

Gemini 3.1 Flash-Lite

Mercury 2

GLM 5V Turbo

GPT-5.6 Sol (Non-reasoning)

HyperNova 60B 2605

o4-mini (high)

DeepSeek V3.1 Terminus

KAT-Coder-Pro V2

Qwen3.5 122B A10B

GPT-5.4 nano

GPT-5 mini (medium)

Qwen3 235B A22B 2507

DeepSeek R1 0528

Trinity Large Thinking

Gemma 4 12B

Qwen3.6 27B

Gemini 3 Flash

Qwen3.5 9B

Qwen3.5 Omni Plus

DeepSeek V3.2 Exp

MiMo-V2.5-Pro

GLM-4.6

DeepSeek V3.1

Doubao Seed Code

Qwen3.8 27B (medium)

Qwen3.8 27B (low)

Qwen3.5 27B

K-

K-EXAONE

Qwen3.6 35B A3B

Gemini 2.5 Flash (Sep)

Mistral Medium 3.5

GPT-5.5 (Non-reasoning)

MiniMax-M2

Qwen3.5 35B A3B

Claude Sonnet 4.6 (Non-reasoning)

ERNIE 5.0 Thinking Preview

Claude Opus 4.5

Kimi K2.5

INTELLECT-3

GLM-4.5

EXAONE 4.5 33B

Qwen3 Max Thinking (Preview)

Qwen3 Next 80B A3B

Claude 4.1 Opus

Claude 4 Opus

Gemini 2.5 Flash

Apriel-v1.5-15B-Thinker

Gemini 2.5 Flash

o3-mini (high)

Nemotron Cascade 2 30B A3B

Cogito v2.1

Command A+

Qwen3 Max

Qwen3 VL 235B A22B

Gemma 4 31B

Nova 2.0 Lite (high)

Gemma 4 26B A4B

EXAONE 4.0 32B

Nemotron 3 Nano

GPT-5.6 Terra (Non-reasoning)

GPT-5.4 (Non-reasoning)

DeepSeek V3.2

Claude Sonnet 4.6 (Non-reasoning, Low Effort)

Qwen3 235B 2507

Ring-1T

North Mini Code

Sarvam 105B (high)

Grok 3 mini Reasoning (high)

gpt-oss-20b (high)

Falcon-H1R-7B

Qwen3 235B

Nanbeige4.1-3B

Hermes 4 405B

Step3 VL 10B

DiffusionGemma 26B A4B

Apriel-v1.6-15B-Thinker

Claude 4 Sonnet

Nemotron 3.5 Lightning

K2-V2 (high)

Solar Open 100B

Claude 4.5 Haiku

Qwen3 30B A3B 2507

Magistral Medium 1.2

Solar Pro 3

Qwen3 Max (Preview)

Qwen3 VL 32B

Qwen3 Coder Next

K2 Think V2

Qwen3.5 4B

Mistral Small 4

Seed-OSS-36B-Instruct

Magistral Medium 1

GLM-5.2

Claude 3.7 Sonnet

Ring-flash-2.0

GLM-4.6V

GPT-5 nano (high)

Nova 2.0 Pro Preview (medium)

Qwen3.5 9B

Ling 3.0 Tiny

Mi:dm K 2.5 Pro Preview

DeepSeek V3.2 Exp

Nova 2.0 Lite (medium)

Qwen3 VL 30B A3B

MiniMax M1 80k

Motif-2-12.7B

Hermes 4 70B

Ling-2.6-1T

Gemini 2.5 Flash (Sep)

GPT-5 nano (medium)

DeepSeek V3.1 Terminus

MiMo-V2-Flash

DeepSeek R1 (Jan)

DeepSeek V4 Pro

Mi:dm K 2.5 Pro

GPT-5.2

Grok Code Fast 1

Qwen3.5 4B

o3-mini

MiniMax M1 40k

DeepSeek V4 Flash

Qwen3 Next 80B A3B

GLM-5

GLM-4.7-Flash

Qwen3.5 Omni Flash

Magistral Small 1

Sarvam 30B (high)

Qwen3 Omni 30B A3B

Kimi K2

Qwen3 32B

Llama Nemotron Ultra

Solar Pro 2

QwQ-32B

Ling-1T

Llama Nemotron Super 49B v1.5

Claude 4.5 Sonnet

GPT-5.6 Luna (Non-reasoning)

GLM-4.5-Air

Nova 2.0 Omni (medium)

Gemini 2.5 Flash-Lite (Sep)

Hy3-preview

Qwen3 30B A3B 2507

LFM2.5-8B-A1B

Qwen3 VL 32B

Celeris-1

Gemini 2.5 Flash-Lite

Grok 4.3 (Non-reasoning)

LFM2.5-1.2B-Instruct

DeepSeek V3.1

Qwen3 VL 235B A22B

GPT-5 (ChatGPT)

Sonar Pro

MiniCPM5-1B

JT-35B-Flash

JT-MINI

Magistral Small 1.2

Granite 4.0 H 350M

Olmo 3 32B Think

Kimi K2 0905

GLM-4.7

Gemini 2.0 Flash Thinking exp. (Jan)

Gemma 4 12B (Non-reasoning)

GLM-4.5V

Qwen3 VL 30B A3B

Olmo 3.1 32B Think

Ling 2.6 Flash

LFM2.5-1.2B-Thinking

Ling-flash-2.0

LFM2.5-2.6B

Gemini 2.0 Pro Experimental

Qwen3 4B 2507

Claude 4 Opus

Qwen3 30B

Solar Pro 2

GPT-5 (minimal)

Olmo 3 7B Think

Exaone 4.0 1.2B

Tri-21B-Think

DeepSeek R1 0528 Qwen3 8B

GPT-5.4 mini

gpt-oss-120b (low)

LongCat Flash Lite

Tri-21B-think Preview

Olmo 3 7B

Exaone 4.0 1.2B

K-

K-EXAONE

Qwen3 0.6B

Llama 3.3 Nemotron Super 49B

LFM2 1.2B

Llama 3.2 11B (Vision)

Granite 4.0 350M

NVIDIA Nemotron Nano 12B v2 VL

HyperCLOVA X SEED Think (32B)

Apertus 70B Instruct

LFM2 2.6B

GLM-4.6

Llama 3.2 1B

Ministral 3 3B

OLMo 2 7B

DeepSeek Coder V2 Lite

Llama 3.2 3B

Llama 2 Chat 7B

Gemma 3 1B

Qwen3 1.7B

Gemma 3 4B

Llama 3.1 8B

gpt-oss-20b (low)

GPT-5.1

Tiny Aya Global

Llama 2 Chat 70B

Llama 3.1 Nemotron Nano 4B v1.1

Nova 2.0 Pro Preview (low)

Molmo 7B-D

Jamba 1.5 Mini

DeepSeek R1 Distill Llama 70B

LFM2.5-VL-1.6B

Qwen3.5 0.8B

Grok 4.1 Fast

Gemini 2.5 Flash-Lite (Sep)

Llama 3 8B

Ling-mini-2.0

MiniCPM-V 4.6 1.3B

GPT-5 mini (minimal)

GPT-4.1 mini

Granite 4.0 Micro

EXAONE 4.0 32B

Olmo 3.1 32B Instruct

Granite 4.0 H 1B

Phi-4 Multimodal

Phi-3 Mini

Qwen3.5 2B

Apertus 8B Instruct

GLM-4.7-Flash

Qwen3 0.6B

LFM 40B

LFM2 8B A1B

Llama 4 Maverick

Qwen2.5 Coder 7B

Sonar

Nemotron 3 Nano 4B

NVIDIA Nemotron Nano 9B V2

Gemma 4 E4B

Nemotron 3 Nano Omni 30B A3B

Granite 4.0 1B

Gemma 3n E4B (May)

Command-R (Mar)

OpenChat 3.5

Gemma 4 E2B

Llama 2 Chat 13B

DeepSeek V3 0324

Gemini 2.5 Flash

Gemma 4 E2B

Gemini 1.5 Flash-8B

Mistral Medium 3.1

Mixtral 8x7B

Gemini 1.5 Pro (Sep)

Qwen3 1.7B

Qwen3 Omni 30B A3B

Nova Micro

Ministral 3 14B

Command-R+ (Apr)

Qwen3 30B

Nemotron 3 Nano

NVIDIA Nemotron Nano 9B V2

Qwen3 VL 4B

DeepSeek R1 Distill Qwen 32B

Mistral 7B

Qwen3 Coder 480B

Grok 4 Fast

MiniCPM5-1B

Qwen3 14B

Llama 3 70B

G9v3-3B

Gemma 3n E4B

Qwen3 4B 2507

Llama 3.2 90B (Vision)

Llama 3.1 70B

Phi-4 Mini

Grok Beta

Jamba 1.7 Mini

Reka Flash 3

Qwen3 4B

Gemma 3 27B

Gemini 1.5 Flash (May)

K2-V2 (medium)

Jamba 1.6 Mini

Mistral Small 3.1

Llama Nemotron Super 49B v1.5

Mistral Small 3.2

Mistral Saba

Nova Lite

Molmo2-8B

Ministral 3 8B

NVIDIA Nemotron Nano 12B v2 VL

Claude 4 Sonnet

DeepHermes 3 - Llama-3.1 8B

Gemini 2.0 Flash

Mistral Small (Sep)

Claude 4.5 Haiku

Hermes 4 405B

LFM2 24B A2B

Gemma 3 12B

GPT-4o mini

Qwen3 235B

Llama 3.1 Nemotron 70B

Gemini 1.0 Pro

GPT-4.1

Granite 3.3 8B

Mistral Large 3

Gemma 3n E2B

Nova Premier

Claude 3.7 Sonnet

DeepSeek R1 Distill Qwen 14B

Qwen3 32B

Granite 4.1 30B

Grok 3

Qwen2.5 Turbo

Mistral Small (Feb)

Gemini 2.0 Flash-Lite (Preview)

Qwen3 14B

Claude 3 Haiku

GPT-5.4 nano

Jamba 1.5 Large

Gemini 2.0 Flash (exp)

Mistral Medium 3

Command A

Nova 2.0 Lite (low)

Devstral Small (May)

Mixtral 8x22B

Qwen2.5 Instruct 32B

Hermes 3 - Llama-3.1 70B

GPT-5 nano (minimal)

Llama 3.1 405B

GPT-4o (Mar)

Nova 2.0 Pro Preview

QwQ 32B-Preview

Qwen3 8B

Claude 2.1

Nova 2.0 Omni

Qwen3 Coder 30B A3B

Qwen3 VL 8B

Qwen2.5 Max

Llama 3.3 Nemotron Super 49B

Gemini 2.5 Flash

Mistral Small 4

Granite 4.0 H Small

Granite 4.1 8B

Llama 4 Scout

DeepHermes 3 - Mistral 24B

Mistral Small 3

Phi-4

GPT-4.1 nano

Devstral Small

Devstral Medium

Gemma 4 E4B

Jamba Reasoning 3B

Solar Pro 2

Claude 3.5 Sonnet (Oct)

Gemini 2.5 Flash-Lite

GLM-4.6V

Solar Pro 2

Jamba 1.7 Large

Qwen2 72B

Claude 3.5 Haiku

Claude 3 Sonnet

Gemma 3 270M

OLMo 2 32B

K2-V2 (low)

Qwen3 VL 4B

Jamba 1.6 Large

o1-mini

Devstral 2

Hermes 4 70B

Llama 3.3 70B

Qwen2.5 72B

Claude Instant

Qwen2.5 Coder 32B

Mistral Medium

Mistral Large (Feb)

Gemini 1.5 Pro (May)

GLM-4.5V

Devstral Small 2

Granite 4.1 3B

Gemini 2.0 Flash-Lite (Feb)

Mistral Large 2 (Nov)

ERNIE 4.5 300B A47B

Qwen3 4B

Tulu3 405B

Claude 3.5 Sonnet (June)

Nova Pro

Gemini 1.5 Flash (Sep)

GPT-4 Turbo

Sarvam M

DeepSeek R1 Distill Qwen 1.5B

Grok 2

Mistral Large 2 (Jul)

DBRX

DeepSeek V3 (Dec)

Nova 2.0 Lite

Pixtral Large

Claude 3 Opus

GPT-4o (ChatGPT)

Qwen3 VL 8B

Qwen3.5 2B

Kimi Linear 48B A3B Instruct

GPT-4o (Nov)

GPT-4o (Aug)

Qwen3 8B

GPT-4o (May)

Qwen3.5 0.8B

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.