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 CodeOff the frontier
Intelligence
25.80
Total cost
$993
StepFunStep 3.7 FlashNot ranked · benchmark data missing
Intelligence
19.50
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)25.819.5−24.4% Step 3.7 Flash is 24.4% less intelligent
Total AA cost (lower is better)$992.88Not reported— not comparable
End-to-end time (lower is better)46.75s18.37s−60.7% Step 3.7 Flash is 60.7% faster
Price per 1M tokens (in / out)$0.95 / $4.00$0.20 / $1.15
Input modalitiesText, Image, VideoText, Image
Open this matchup in the interactive pickerKimi K2.7 Code: what beats itStep 3.7 Flash: what beats it
Matchup

Compare something else

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