GPT-5.4 (Non-reasoning) vs Olmo 3.1 32B Think

GPT-5.4 (Non-reasoning) vs Olmo 3.1 32B Think. 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.

MetricGPT-5.4 (Non-reasoning)Olmo 3.1 32B ThinkDifference
Intelligence (higher is better)18.27.1−61.0% Olmo 3.1 32B Think is 61.0% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)7.56sNot reported— not comparable
Price per 1M tokens (in / out)$2.50 / $15.0—
Input modalitiesText, ImageText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-non-reasoning/olmo-3-1-32b-think · Markdown: /api/v1/compare/gpt-5-4-non-reasoning/olmo-3-1-32b-think?format=md · llms.txt · agent skill