Kimi K2.7 Code vs Step 3.7 Flash

Kimi K2.7 Code vs Step 3.7 Flash. 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 CodeNot ranked · benchmark data missing
Intelligence
41.90
Total cost
-
StepFunStep 3.7 FlashNot ranked · benchmark data missing
Intelligence
30.30
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 CodeStep 3.7 FlashDifference
Intelligence (higher is better)41.930.3−27.7% Step 3.7 Flash is 27.7% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)61.83s7.56s−87.8% Step 3.7 Flash is 87.8% faster
Price per 1M tokens (in / out)$0.95 / $4.00$0.20 / $1.15
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerKimi K2.7 Code: what beats itStep 3.7 Flash: 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-3-7-flash · Markdown: /api/v1/compare/kimi-k2-7-code/step-3-7-flash?format=md · llms.txt · agent skill