o4-mini (high) vs Step 3.7 Flash

o4-mini (high) 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.

OpenAIo4-mini (high)Not ranked · benchmark data missing
Intelligence
26.10
Total cost
-
StepFunStep 3.7 FlashOff the frontier
Intelligence
30.90
Total cost
$320
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.

Metrico4-mini (high)Step 3.7 FlashDifference
Intelligence (higher is better)26.130.9+18.4% Step 3.7 Flash is 18.4% more intelligent
Total AA cost (lower is better)Not reported$319.97— not comparable
End-to-end time (lower is better)31.72s7.79s−75.4% Step 3.7 Flash is 75.4% faster
Price per 1M tokens (in / out)$1.10 / $4.40$0.20 / $1.15
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickero4-mini (high): 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/o4-mini/step-3-7-flash · Markdown: /api/v1/compare/o4-mini/step-3-7-flash?format=md · llms.txt · agent skill