Claude Sonnet 5 (Adaptive Reasoning, Medium Effort) vs GPT-5.3 Codex (xhigh)

Claude Sonnet 5 (Adaptive Reasoning, Medium Effort) 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 Sonnet 5 (Adaptive Reasoning, Medium Effort)GPT-5.3 Codex (xhigh)Difference
Intelligence (higher is better)28.432.5+14.4% GPT-5.3 Codex (xhigh) is 14.4% more intelligent
Total AA cost (lower is better)$1,218.17Not reported— not comparable
End-to-end time (lower is better)9.32s69.02s+640.6% GPT-5.3 Codex (xhigh) is 640.6% slower
Price per 1M tokens (in / out)$2.00 / $10.0$1.75 / $14.0
Input modalitiesNot reportedNot reported
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-sonnet-5-medium/gpt-5-3-codex · Markdown: /api/v1/compare/claude-sonnet-5-medium/gpt-5-3-codex?format=md · llms.txt · agent skill