Claude Opus 4.6 (Max) vs GPT-5.4 nano (Medium)

Claude Opus 4.6 (Max) vs GPT-5.4 nano (Medium). 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 4.6 (Max)GPT-5.4 nano (Medium)Difference
Intelligence (higher is better)31.920.0−37.3% GPT-5.4 nano (Medium) is 37.3% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)36.25s9.24s−74.5% GPT-5.4 nano (Medium) is 74.5% faster
Price per 1M tokens (in / out)$5.00 / $25.0$0.20 / $1.25
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-4-6-adaptive/gpt-5-4-nano-medium · Markdown: /api/v1/compare/claude-opus-4-6-adaptive/gpt-5-4-nano-medium?format=md · llms.txt · agent skill