Gemma 3 4B Instruct vs GPT-5.1 Codex (High)

Gemma 3 4B Instruct vs GPT-5.1 Codex (High). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 3 4B InstructNot ranked · benchmark data missing
Intelligence
4.80
Total cost
-
OpenAIGPT-5.1 Codex (High)Not ranked · benchmark data missing
Intelligence
23.70
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.

MetricGemma 3 4B InstructGPT-5.1 Codex (High)Difference
Intelligence (higher is better)4.823.7+393.8% GPT-5.1 Codex (High) is 4.9× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported12.01s— not comparable
Price per 1M tokens (in / out)$0.00 / $0.00$1.25 / $10.0
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGemma 3 4B Instruct: what beats itGPT-5.1 Codex (High): what beats it
Matchup

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