Claude Sonnet 5 (Non-reasoning, High Effort) vs GPT-5.4 mini (medium)
Claude Sonnet 5 (Non-reasoning, High Effort) vs GPT-5.4 mini (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.
| Metric | Claude Sonnet 5 (Non-reasoning, High Effort) | GPT-5.4 mini (medium) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 28.9 | 19.7 | −31.8% GPT-5.4 mini (medium) is 31.8% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 9.04s | 8.25s | −8.7% GPT-5.4 mini (medium) is 8.7% faster |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $0.75 / $4.50 | |
| Input modalities | Not reported | Not reported |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-sonnet-5-non-reasoning/gpt-5-4-mini-medium · Markdown: /api/v1/compare/claude-sonnet-5-non-reasoning/gpt-5-4-mini-medium?format=md · llms.txt · agent skill