Claude Opus 4.5 (Reasoning) vs GPT-5.4 mini (Non-reasoning)
Claude Opus 4.5 (Reasoning) 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.
| Metric | Claude Opus 4.5 (Reasoning) | GPT-5.4 mini (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 29.1 | 11.1 | −61.9% GPT-5.4 mini (Non-rea… is 61.9% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 25.65s | 3.70s | −85.6% GPT-5.4 mini (Non-rea… is 85.6% faster |
| Price per 1M tokens (in / out) | $5.00 / $25.0 | $0.75 / $4.50 | |
| Input modalities | Text, Image | Text, Image |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-opus-4-5-thinking/gpt-5-4-mini-non-reasoning · Markdown: /api/v1/compare/claude-opus-4-5-thinking/gpt-5-4-mini-non-reasoning?format=md · llms.txt · agent skill