Claude Opus 5.5 (Medium, Default Fallback) vs GPT-5.3 Codex (Xhigh)

Claude Opus 5.5 (Medium, Default Fallback) vs GPT-5.3 Codex (Xhigh). 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.

MetricClaude Opus 5.5 (Medium, Default Fallback)GPT-5.3 Codex (Xhigh)Difference
Intelligence (higher is better)51.232.5−36.5% GPT-5.3 Codex (Xhigh) is 36.5% less intelligent
Total AA cost (lower is better)$1,626.81Not reported— not comparable
End-to-end time (lower is better)17.57s60.49s+244.3% GPT-5.3 Codex (Xhigh) is 244.3% slower
Price per 1M tokens (in / out)$4.00 / $20.0$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/claude-opus-5-5-medium/gpt-5-3-codex · Markdown: /api/v1/compare/claude-opus-5-5-medium/gpt-5-3-codex?format=md · llms.txt · agent skill