Solar Pro 4 vs Step3 VL 10B

Solar Pro 4 vs Step3 VL 10B. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

UpstageSolar Pro 4Off the frontier
Intelligence
26.60
Total cost
$737
StepFunStep3 VL 10BNot ranked · benchmark data missing
Intelligence
7.70
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.

MetricSolar Pro 4Step3 VL 10BDifference
Intelligence (higher is better)26.67.7−71.1% Step3 VL 10B is 71.1% less intelligent
Total AA cost (lower is better)$736.82Not reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Price per 1M tokens (in / out)$0.30 / $1.20—
Input modalitiesTextText, Image
Open this matchup in the interactive pickerSolar Pro 4: what beats itStep3 VL 10B: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/solar-pro4/step-3-vl-10b · Markdown: /api/v1/compare/solar-pro4/step-3-vl-10b?format=md · llms.txt · agent skill