Kimi K2.7 Code vs Magistral Small 1.2

Kimi K2.7 Code 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.

KimiKimi K2.7 CodeOff the frontier
Intelligence
25.80
Total cost
$993
MistralMagistral Small 1.2Not ranked · benchmark data missing
Intelligence
8.60
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.

MetricKimi K2.7 CodeMagistral Small 1.2Difference
Intelligence (higher is better)25.88.6−66.7% Magistral Small 1.2 is 66.7% less intelligent
Total AA cost (lower is better)$992.88Not reported— not comparable
End-to-end time (lower is better)46.75s34.22s−26.8% Magistral Small 1.2 is 26.8% faster
Price per 1M tokens (in / out)$0.95 / $4.00$0.50 / $1.50
Input modalitiesText, Image, VideoText, Image
Open this matchup in the interactive pickerKimi K2.7 Code: what beats itMagistral Small 1.2: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/kimi-k2-7-code/magistral-small-2509 · Markdown: /api/v1/compare/kimi-k2-7-code/magistral-small-2509?format=md · llms.txt · agent skill