Claude Sonnet 4.6 (Non-reasoning, Low) vs GPT-5.1 Codex mini (High)

Claude Sonnet 4.6 (Non-reasoning, Low) vs GPT-5.1 Codex mini (High). 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 Sonnet 4.6 (Non-reasoning, Low)GPT-5.1 Codex mini (High)Difference
Intelligence (higher is better)23.320.4−12.4% GPT-5.1 Codex mini (H… is 12.4% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)10.79s25.13s+132.9% GPT-5.1 Codex mini (H… is 132.9% slower
Price per 1M tokens (in / out)$3.00 / $15.0$0.25 / $2.00
Input modalitiesText, ImageText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-sonnet-4-6-non-reasoning-low-effort/gpt-5-1-codex-mini · Markdown: /api/v1/compare/claude-sonnet-4-6-non-reasoning-low-effort/gpt-5-1-codex-mini?format=md · llms.txt · agent skill