GPT-5.4 (Non-reasoning) vs Ministral 3 8B

GPT-5.4 (Non-reasoning) vs Ministral 3 8B. 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 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
18.20
Total cost
-
MistralMinistral 3 8BOff the frontier
Intelligence
5.50
Total cost
$27.5
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)Ministral 3 8BDifference
Intelligence (higher is better)18.25.5−69.8% Ministral 3 8B is 69.8% less intelligent
Total AA cost (lower is better)Not reported$27.47— not comparable
End-to-end time (lower is better)7.56s4.94s−34.7% Ministral 3 8B is 34.7% faster
Price per 1M tokens (in / out)$2.50 / $15.0$0.15 / $0.15
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-5.4 (Non-reasoning): what beats itMinistral 3 8B: 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-non-reasoning/ministral-3-8b · Markdown: /api/v1/compare/gpt-5-4-non-reasoning/ministral-3-8b?format=md · llms.txt · agent skill