Claude Opus 4.7 (Non-reasoning, High) vs GPT-5.4 mini (Non-reasoning)

Claude Opus 4.7 (Non-reasoning, High) vs GPT-5.4 mini (Non-reasoning). 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 4.7 (Non-reasoning, High)GPT-5.4 mini (Non-reasoning)Difference
Intelligence (higher is better)30.911.1−64.1% GPT-5.4 mini (Non-rea… is 64.1% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)11.11s2.86s−74.3% GPT-5.4 mini (Non-rea… is 74.3% faster
Price per 1M tokens (in / out)$5.00 / $25.0$0.75 / $4.50
Input modalitiesText, ImageText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-opus-4-7-non-reasoning/gpt-5-4-mini-non-reasoning · Markdown: /api/v1/compare/claude-opus-4-7-non-reasoning/gpt-5-4-mini-non-reasoning?format=md · llms.txt · agent skill