‹ PublicAI Index
The LLM benchmark aggregator.
Grok 4
SpaceXAI
Strongest in Tool use (#8 of 81), weakest in Safety (#293 of 329). 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 Grok 4.3 and Gemma 4 31B.
§ 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 abilities57.1−8.2#28/1991/4
General intelligence60.3−9.1#25/1781/3
Agents57.6−8.8#32/2981/6
Tool use68.2−5.8#8/811/1
Reasoning54.7−10.7#49/1953/5
Science58.4−5.1#35/1221/1
Mathematics56.5−7.3#41/1521/2
Reasoning51.3−17.7#60/1472/3
Coding51.6−14.6#78/1792/6
Agentic coding51.7−15.2#75/1732/5
Knowledge52.1−10.4#85/1971/3
Academic knowledge55.1−8.8#57/1231/1
Professional50.6−11.8#87/1941/2
Legal57.3−8.6#22/1731/1
Medical50.2−16.3#85/1491/1
Finance46.2−16.2#117/1621/1
Human preference57.7−11.1#122/3541/1
Human preference57.7−11.1#122/3541/1
Safety43.4−18#293/3292/3
Safe-prompt compliance55.5−4.9#30/821/1
Fairness48.8−21.2#130/2922/2
Secure code50.6−15.6#153/2701/1
Toxicity avoidance52.3−6.7#165/2681/1
Jailbreak resistance26−39#266/2681/1
Harm refusal38.8−22.7#284/2922/2
§ 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.
§ 3 · Sources
Where the numbers come from
9 publications, 29 figures. Every one links to the page it was read from.
LMArena Text 1411
ARC-AGI-2 29.4%
Aider polyglot 79.6%
BFCL v4 62.97%
Kagi LLM Benchmark 73.6%
SimpleBench 60.5%
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 · 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 · 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%
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