GPT-6 Astra (Medium) vs Step3 VL 10B

GPT-6 Astra (Medium) 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.

OpenAIGPT-6 Astra (Medium)Off the frontier
Intelligence
49.60
Total cost
$2434
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.

MetricGPT-6 Astra (Medium)Step3 VL 10BDifference
Intelligence (higher is better)49.67.7−84.5% Step3 VL 10B is 84.5% less intelligent
Total AA cost (lower is better)$2,434.12Not reported— not comparable
End-to-end time (lower is better)13.89sNot reported— not comparable
Price per 1M tokens (in / out)$10.0 / $50.0—
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-6 Astra (Medium): what beats itStep3 VL 10B: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-6-astra-medium/step-3-vl-10b · Markdown: /api/v1/compare/gpt-6-astra-medium/step-3-vl-10b?format=md · llms.txt · agent skill