Kimi K2.7 Code vs Step3 VL 10B

Kimi K2.7 Code vs Step3 VL 10B. 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
StepFunStep3 VL 10BNot ranked · benchmark data missing
Intelligence
7.70
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.

MetricKimi K2.7 CodeStep3 VL 10BDifference
Intelligence (higher is better)25.87.7−70.2% Step3 VL 10B is 70.2% less intelligent
Total AA cost (lower is better)$992.88Not reported— not comparable
End-to-end time (lower is better)46.75sNot reported— not comparable
Price per 1M tokens (in / out)$0.95 / $4.00—
Input modalitiesText, Image, VideoText, Image
Open this matchup in the interactive pickerKimi K2.7 Code: what beats itStep3 VL 10B: 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/step-3-vl-10b · Markdown: /api/v1/compare/kimi-k2-7-code/step-3-vl-10b?format=md · llms.txt · agent skill