Claude 4.5 Haiku (Non-reasoning) vs GPT-5.1 Codex mini (High)

Claude 4.5 Haiku (Non-reasoning) 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 4.5 Haiku (Non-reasoning)GPT-5.1 Codex mini (High)Difference
Intelligence (higher is better)15.420.4+32.5% GPT-5.1 Codex mini (H… is 32.5% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)6.45s19.83s+207.4% GPT-5.1 Codex mini (H… is 207.4% slower
Price per 1M tokens (in / out)$1.00 / $5.00$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-4-5-haiku/gpt-5-1-codex-mini · Markdown: /api/v1/compare/claude-4-5-haiku/gpt-5-1-codex-mini?format=md · llms.txt · agent skill