GPT-5.2 Codex (Xhigh) vs Step3 VL 10B

GPT-5.2 Codex (Xhigh) 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.

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-5.2 Codex (Xhigh)Step3 VL 10BDifference
Intelligence (higher is better)28.57.7−73.0% Step3 VL 10B is 73.0% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)151.19sNot reported— not comparable
Price per 1M tokens (in / out)$1.75 / $14.0—
Input modalitiesText, ImageText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-2-codex/step-3-vl-10b · Markdown: /api/v1/compare/gpt-5-2-codex/step-3-vl-10b?format=md · llms.txt · agent skill