Claude Sonnet 5 (High) vs GPT-5.4 mini (Non-reasoning)
Claude Sonnet 5 (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.
| Metric | Claude Sonnet 5 (High) | GPT-5.4 mini (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 31.7 | 11.1 | −65.0% GPT-5.4 mini (Non-rea… is 65.0% less intelligent |
| Total AA cost (lower is better) | $2,086.04 | Not reported | — not comparable |
| End-to-end time (lower is better) | 21.83s | 2.76s | −87.4% GPT-5.4 mini (Non-rea… is 87.4% faster |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $0.75 / $4.50 | |
| Input modalities | Text, Image | Text, Image |
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-sonnet-5-high/gpt-5-4-mini-non-reasoning · Markdown: /api/v1/compare/claude-sonnet-5-high/gpt-5-4-mini-non-reasoning?format=md · llms.txt · agent skill