Gemma 4 E4B (Reasoning) vs MiniMax-M2.7

Gemma 4 E4B (Reasoning) vs MiniMax-M2.7. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 E4B (Reasoning)On the open-weights frontier
Intelligence
8.90
Total cost
$14.7
MiniMaxMiniMax-M2.7Not 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.

MetricGemma 4 E4B (Reasoning)MiniMax-M2.7Difference
Intelligence (higher is better)8.922.8+156.2% MiniMax-M2.7 is 2.6× more intelligent
Total AA cost (lower is better)$14.68Not reported— not comparable
End-to-end time (lower is better)57.75s59.33s+2.7% MiniMax-M2.7 is 2.7% slower
Price per 1M tokens (in / out)$0.02 / $0.10$0.30 / $1.20
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemma 4 E4B (Reasoning): what beats itMiniMax-M2.7: 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-4-e4b/minimax-m2-7 · Markdown: /api/v1/compare/gemma-4-e4b/minimax-m2-7?format=md · llms.txt · agent skill