GPT-5 Codex (High) vs Olmo 3.1 32B Instruct

GPT-5 Codex (High) vs Olmo 3.1 32B Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5 Codex (High)Not ranked · benchmark data missing
Intelligence
24.90
Total cost
-
Allen Institute for AIOlmo 3.1 32B InstructNot ranked · benchmark data missing
Intelligence
6.50
Total cost
-
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 Codex (High)Olmo 3.1 32B InstructDifference
Intelligence (higher is better)24.96.5−73.9% Olmo 3.1 32B Instruct is 73.9% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)13.09sNot reported— not comparable
Price per 1M tokens (in / out)$1.25 / $10.0—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5 Codex (High): what beats itOlmo 3.1 32B Instruct: what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-codex/olmo-3-1-32b-instruct · Markdown: /api/v1/compare/gpt-5-codex/olmo-3-1-32b-instruct?format=md · llms.txt · agent skill