Grok 4.6 (Medium) vs Step 3.7 Flash

Grok 4.6 (Medium) 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.

SpaceXAIGrok 4.6 (Medium)Off the frontier
Intelligence
42.80
Total cost
$1557
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.

MetricGrok 4.6 (Medium)Step 3.7 FlashDifference
Intelligence (higher is better)42.819.5−54.4% Step 3.7 Flash is 54.4% less intelligent
Total AA cost (lower is better)$1,557.04Not reported— not comparable
End-to-end time (lower is better)31.56s18.37s−41.8% Step 3.7 Flash is 41.8% faster
Price per 1M tokens (in / out)$2.00 / $6.00$0.20 / $1.15
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGrok 4.6 (Medium): 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/grok-4-6-medium/step-3-7-flash · Markdown: /api/v1/compare/grok-4-6-medium/step-3-7-flash?format=md · llms.txt · agent skill