GPT-5.1 (Non-reasoning) vs MiniMax-M3

GPT-5.1 (Non-reasoning) vs MiniMax-M3. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5.1 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
13.30
Total cost
-
MiniMaxMiniMax-M3Off the frontier
Intelligence
29.20
Total cost
$538
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-5.1 (Non-reasoning)MiniMax-M3Difference
Intelligence (higher is better)13.329.2+119.5% MiniMax-M3 is 2.2× more intelligent
Total AA cost (lower is better)Not reported$537.98— not comparable
End-to-end time (lower is better)4.81s25.25s+424.9% MiniMax-M3 is 424.9% slower
Price per 1M tokens (in / out)$1.25 / $10.0$0.30 / $1.20
Input modalitiesText, ImageText, Image, Video
Open this matchup in the interactive pickerGPT-5.1 (Non-reasoning): what beats itMiniMax-M3: 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-5-1-non-reasoning/minimax-m3 · Markdown: /api/v1/compare/gpt-5-1-non-reasoning/minimax-m3?format=md · llms.txt · agent skill