GPT-5.4 nano (Non-reasoning) vs MiniMax-M2.5

GPT-5.4 nano (Non-reasoning) vs MiniMax-M2.5. 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 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
11.70
Total cost
-
MiniMaxMiniMax-M2.5Not ranked · benchmark data missing
Intelligence
22.80
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 (Non-reasoning)MiniMax-M2.5Difference
Intelligence (higher is better)11.722.8+94.9% MiniMax-M2.5 is 94.9% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)3.62s44.83s+1138.4% MiniMax-M2.5 is 1138.4% slower
Price per 1M tokens (in / out)$0.20 / $1.25$0.30 / $1.20
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.4 nano (Non-reasoning): what beats itMiniMax-M2.5: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-nano-non-reasoning/minimax-m2-5 · Markdown: /api/v1/compare/gpt-5-4-nano-non-reasoning/minimax-m2-5?format=md · llms.txt · agent skill