Gemma 4 31B (Non-reasoning) vs Trinity Large Thinking

Gemma 4 31B (Non-reasoning) vs Trinity Large Thinking. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 31B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
13.90
Total cost
-
Arcee AITrinity Large ThinkingOff the frontier
Intelligence
10.90
Total cost
$518
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 31B (Non-reasoning)Trinity Large ThinkingDifference
Intelligence (higher is better)13.910.9−21.6% Trinity Large Thinking is 21.6% less intelligent
Total AA cost (lower is better)Not reported$518.07— not comparable
End-to-end time (lower is better)9.80s8.78s−10.4% Trinity Large Thinking is 10.4% faster
Price per 1M tokens (in / out)$0.14 / $0.40$0.25 / $0.90
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerGemma 4 31B (Non-reasoning): what beats itTrinity Large Thinking: 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-4-31b-non-reasoning/trinity-large-thinking · Markdown: /api/v1/compare/gemma-4-31b-non-reasoning/trinity-large-thinking?format=md · llms.txt · agent skill