Request a pilot
‹ PublicAI Index

The LLM benchmark aggregator.

Grok 4

SpaceXAI

Strongest in Tool use (#8 of 81), weakest in Safety (#299 of 337). Above par in 20 of 25 scopes. Among the models it meets almost everywhere, it finishes behind Claude Fable 5 and Claude Fable 5.1 and ahead of Claude Sonnet 4.6 and GPT-4 Turbo.

§ 1 · Profile

What it is good at

Bars run from 50 — the average of the models each source lists — so right of the line is above par. The middle column is the gap to whoever leads that scope.

Core abilities57.1#25/204
General intelligence60.2#26/204
Agents60.1#31/268
Tool use68.2#8/81
Reasoning55.3#37/178
Science58.4#35/122
Mathematics56.5#36/140
Reasoning52.8#49/140
Knowledge54.2#62/138
Academic knowledge55.1#57/123
Coding51.4#64/165
Agentic coding51.7#61/157
Professional50.7#73/168
Legal57.3#23/151
Medical50.5#77/140
Finance46.2#107/151
Human preference58.1#112/342
Human preference58.1#112/342
Safety43.4#299/337
Safe-prompt compliance55.5#30/82
Fairness48.8#132/300
Secure code50.8#153/274
Toxicity avoidance52.4#166/272
Jailbreak resistance26#270/272
Harm refusal38.7#292/300

§ 2 · Head to head

What it beats, and what beats it

The same models turn up scope after scope. Counted once: where both were placed, who finished higher. Bars run right for Grok 4, left for the other.

GPT-5.4 Nanowon 16 · lost 2
MiniMax M2.5won 14 · lost 2
Mistral Medium 3.5won 14 · lost 2
Mistral Smallwon 17 · lost 3
Grok 3won 17 · lost 3
Llama 4 Scout Instructwon 19 · lost 4
Command Awon 19 · lost 4
Gemini 2.0 Flashwon 19 · lost 4
Command R Pluswon 14 · lost 3
Jamba 1.6 Miniwon 12 · lost 3
Jamba 1.6 Largewon 12 · lost 3
Nemotron 3 Ultrawon 12 · lost 3
Qwen3 Maxwon 12 · lost 3
GLM-4.7won 12 · lost 3
GPT-4.1 Nanowon 20 · lost 5
GPT-4o Miniwon 18 · lost 5
Mistral Largewon 14 · lost 4
Mistral Large 3won 14 · lost 4
Grok 4 Fastwon 13 · lost 4
GPT-5.4 Miniwon 13 · lost 4
GPT OSS 20Bwon 16 · lost 5
Claude 3.5 Haikuwon 14 · lost 5
Gemini 1.5 Prowon 14 · lost 5
Gemini 2.5 Flash Litewon 14 · lost 5
Grok 3 Miniwon 11 · lost 4
Inkling Smallwon 11 · lost 4
DeepSeek V3won 17 · lost 7
Gemini 1.5 Flashwon 12 · lost 5
Qwen3.6 Pluswon 12 · lost 5
Gemini 3.5 Flash Litewon 12 · lost 5
GPT-5 Nanowon 16 · lost 7
GPT OSS 120Bwon 16 · lost 8
DeepSeek V3.2won 16 · lost 8
Ling 3.0 Flashwon 11 · lost 6
Gemini 3.1 Flash Litewon 11 · lost 6
GPT-4.1 Miniwon 16 · lost 9
O4 Miniwon 16 · lost 9
Claude Haiku 4.5won 16 · lost 9
O3 Miniwon 14 · lost 8
Claude Sonnet 4won 15 · lost 9
Claude 3.5 Sonnetwon 12 · lost 8
Gemma 4 31Bwon 12 · lost 8
Kimi K2won 15 · lost 10
Grok 4.1 Fastwon 13 · lost 9
Mimo V2.5 Prowon 13 · lost 9
GLM-4.5won 11 · lost 8
GPT-4owon 12 · lost 9
GLM-4.6won 13 · lost 10
Grok 4.3won 13 · lost 10
GPT-5 Miniwon 14 · lost 11
Gemini 2.5 Flashwon 14 · lost 11
Kimi K2 Thinkingwon 11 · lost 9
Claude 3.7 Sonnetwon 12 · lost 10
Gemini 2.5 Prowon 13 · lost 11
GPT-4 Turbowon 8 · lost 7
Claude Sonnet 4.6won 11 · lost 10
Qwen3.8 27Bwon 9 · lost 9
MiniMax M2.7won 10 · lost 10
MiniMax M3won 12 · lost 12
Claude Sonnet 4.5won 12 · lost 13
DeepSeek R1won 11 · lost 12
Kimi K2.6won 11 · lost 12
Claude Opus 4.5won 9 · lost 10
Qwen3 235B A22B Instructwon 11 · lost 13
Inklingwon 11 · lost 13
GPT-6 Lunawon 9 · lost 11
GPT-4.1won 11 · lost 14
O1won 9 · lost 12
GLM-5.1won 9 · lost 12
GLM-5.2won 10 · lost 14
O1 Miniwon 6 · lost 9
DeepSeek V4 Flashwon 9 · lost 14
Kimi K2.5won 9 · lost 14
Qwen3.7 Maxwon 9 · lost 14
Gemini 3.5 Flashwon 9 · lost 14
Gemini 3.6 Flashwon 9 · lost 14
GPT-5.2won 9 · lost 15
O3won 9 · lost 16
GLM-5won 6 · lost 11
Claude Opus 4.6won 7 · lost 13
DeepSeek V4 Prowon 8 · lost 15
Gemini 3.1 Prowon 6 · lost 12
GPT-5.6 Lunawon 8 · lost 16
DeepSeek V4.1 Flashwon 5 · lost 11
GLM-5.3 Flashwon 7 · lost 16
GLM-5.3won 5 · lost 12
GPT-5.1won 6 · lost 16
Mimo V2.6 Flashwon 4 · lost 11
Gemini 3 Flashwon 4 · lost 11
Grok 4.5won 6 · lost 17
GPT-5won 6 · lost 18
Gemini 3.7 Flashwon 4 · lost 13
Claude Opus 4won 5 · lost 18
GPT-5.4won 5 · lost 18
Muse Spark 1.1won 5 · lost 18
GPT-5.6 Terrawon 5 · lost 19
Muse Spark 1.2won 3 · lost 13
Gemini 3.8 Flashwon 4 · lost 19
Mimo V2.6 Prowon 3 · lost 15
Claude Sonnet 5won 4 · lost 20
Grok 4.7won 3 · lost 17
Gemini 3 Prowon 3 · lost 19
Qwen3.8 Maxwon 3 · lost 20
GPT-5.5won 3 · lost 20
GPT-6 Solwon 2 · lost 18
GPT-5.6 Solwon 2 · lost 21
Claude Opus 5won 2 · lost 21
Claude Opus 4.7won 2 · lost 21
GPT-6 Astrawon 1 · lost 14
Kimi K3won 1 · lost 16
Claude Opus 5.5won 1 · lost 19
Grok 4.6won 1 · lost 22
Claude Opus 4.8won 1 · lost 22
Claude Fable 5.1won 0 · lost 17
Claude Fable 5won 0 · lost 17

§ 3 · Sources

Where the numbers come from

9 publications, 29 figures. Every one links to the page it was read from.

LMArena Text ↗1 measureread 2026-09-26
LMArena Text 1411
ARC-AGI-2 ↗1 measureread 2026-09-26
ARC-AGI-2 29.4%
Aider polyglot ↗1 measureread 2026-09-26
Aider polyglot 79.6%
BFCL ↗1 measureread 2026-09-26
BFCL v4 62.97%
Kagi LLM Benchmark ↗1 measureread 2026-09-26
Kagi LLM Benchmark 73.6%
SimpleBench ↗1 measureread 2026-09-26
SimpleBench 60.5%
Vals.ai ↗12 measuresread 2026-09-26
Vals · CaseLaw 65.81%Vals · LegalBench 83.19%Vals · CorpFin 66.05%Vals · TaxEval 65.09%Vals · MortgageTax 44.48%Vals · MedQA 92.49%Vals · MedCode 38.08%Vals · MedScribe 78.15%Vals · SWE-bench Verified 57.8% (Mini-SWE-agent)Vals · GPQA Diamond 88.13%Vals · MMLU Pro 85.3%Vals · AIME 90.56%
HELM Safety ↗5 measuresread 2026-09-26
HELM Safety · HarmBench 39.7%HELM Safety · SimpleSafetyTests 92.2%HELM Safety · Anthropic Red Team 95.7%HELM Safety · BBQ 93.7%HELM Safety · XSTest 96.6%
Enkrypt AI Safety Leaderboard ↗6 measuresread 2026-09-26
Enkrypt · Jailbreak risk 43%Enkrypt · Harmful content risk 66.1%Enkrypt · CBRN risk 23.2%Enkrypt · Toxicity risk 4.6%Enkrypt · Bias risk 87.6%Enkrypt · Insecure code risk 32%

Badge

PublicAI Index badge for Grok 4[![PublicAI Index](https://publicai.io/model-index/badge?model=grok-4)](https://publicai.io/model-index/m/grok-4)