GPT-5.4 nano (Xhigh) vs Olmo 3 7B Instruct

GPT-5.4 nano (Xhigh) vs Olmo 3 7B Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5.4 nano (Xhigh)Off the frontier
Intelligence
20.70
Total cost
$331
Allen Institute for AIOlmo 3 7B InstructNot ranked · benchmark data missing
Intelligence
5.20
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-5.4 nano (Xhigh)Olmo 3 7B InstructDifference
Intelligence (higher is better)20.75.2−74.9% Olmo 3 7B Instruct is 74.9% less intelligent
Total AA cost (lower is better)$331.24Not reported— not comparable
End-to-end time (lower is better)57.18sNot reported— not comparable
Price per 1M tokens (in / out)$0.20 / $1.25—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.4 nano (Xhigh): what beats itOlmo 3 7B Instruct: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-nano/olmo-3-7b-instruct · Markdown: /api/v1/compare/gpt-5-4-nano/olmo-3-7b-instruct?format=md · llms.txt · agent skill