Grok 4.1 Fast (Non-reasoning) vs KAT Coder Pro V2

Grok 4.1 Fast (Non-reasoning) vs KAT Coder Pro V2. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

SpaceXAIGrok 4.1 Fast (Non-reasoning)Not ranked · benchmark data missing
Intelligence
11.30
Total cost
-
KwaiKATKAT Coder Pro V2Not ranked · benchmark data missing
Intelligence
21.70
Total cost
-
Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricGrok 4.1 Fast (Non-reasoning)KAT Coder Pro V2Difference
Intelligence (higher is better)11.321.7+92.0% KAT Coder Pro V2 is 92.0% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGrok 4.1 Fast (Non-reasoning): what beats itKAT Coder Pro V2: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/grok-4-1-fast/kat-coder-pro-v2 · Markdown: /api/v1/compare/grok-4-1-fast/kat-coder-pro-v2?format=md · llms.txt · agent skill