Inkling (xhigh) vs Step 3.7 Flash

Inkling (xhigh) 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.

Thinking MachinesInkling (xhigh)Off the frontier
Intelligence
25.50
Total cost
$1026
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.

MetricInkling (xhigh)Step 3.7 FlashDifference
Intelligence (higher is better)25.519.5−23.5% Step 3.7 Flash is 23.5% less intelligent
Total AA cost (lower is better)$1,026.14Not reported— not comparable
End-to-end time (lower is better)37.45s33.63s−10.2% Step 3.7 Flash is 10.2% faster
Price per 1M tokens (in / out)$1.00 / $4.05$0.20 / $1.15
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerInkling (xhigh): 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/inkling/step-3-7-flash · Markdown: /api/v1/compare/inkling/step-3-7-flash?format=md · llms.txt · agent skill