GPT-5.4 nano (Non-reasoning) vs GPT-6.1 Sol (Max)
GPT-5.4 nano (Non-reasoning) vs GPT-6.1 Sol (Max). 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 | GPT-5.4 nano (Non-reasoning) | GPT-6.1 Sol (Max) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 11.7 | 51.8 | +342.7% GPT-6.1 Sol (Max) is 4.4× more intelligent |
| Total AA cost (lower is better) | Not reported | $1,081.55 | — not comparable |
| End-to-end time (lower is better) | 3.62s | 374.08s | +10233.7% GPT-6.1 Sol (Max) is 10233.7% slower |
| Price per 1M tokens (in / out) | $0.20 / $1.25 | $2.00 / $10.0 | |
| 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/gpt-5-4-nano-non-reasoning/gpt-6-1-sol · Markdown: /api/v1/compare/gpt-5-4-nano-non-reasoning/gpt-6-1-sol?format=md · llms.txt · agent skill