LongCat 2.0 vs Mistral Small 4 (Non-reasoning)

LongCat 2.0 vs Mistral Small 4 (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

LongCatLongCat 2.0Off the frontier
Intelligence
19.10
Total cost
$545
MistralMistral Small 4 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
9.00
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.

MetricLongCat 2.0Mistral Small 4 (Non-reasoning)Difference
Intelligence (higher is better)19.19.0−52.9% Mistral Small 4 (Non-… is 52.9% less intelligent
Total AA cost (lower is better)$544.74Not reported— not comparable
End-to-end time (lower is better)35.69s3.81s−89.3% Mistral Small 4 (Non-… is 89.3% faster
Price per 1M tokens (in / out)$0.75 / $2.95$0.15 / $0.60
Input modalitiesTextText, Image
Open this matchup in the interactive pickerLongCat 2.0: what beats itMistral Small 4 (Non-reasoning): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/longcat-2-0/mistral-small-4-non-reasoning · Markdown: /api/v1/compare/longcat-2-0/mistral-small-4-non-reasoning?format=md · llms.txt · agent skill