LongCat 2.0 vs Magistral Small 1.2

LongCat 2.0 vs Magistral Small 1.2. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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 2.0Magistral Small 1.2Difference
Intelligence (higher is better)19.18.6−55.0% Magistral Small 1.2 is 55.0% less intelligent
Total AA cost (lower is better)$544.74Not reported— not comparable
End-to-end time (lower is better)37.44s33.86s−9.6% Magistral Small 1.2 is 9.6% faster
Price per 1M tokens (in / out)$0.75 / $2.95$0.50 / $1.50
Input modalitiesTextText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/longcat-2-0/magistral-small-2509 · Markdown: /api/v1/compare/longcat-2-0/magistral-small-2509?format=md · llms.txt · agent skill