Gemma 4 31B (Non-reasoning) vs Solar Open 100B (Reasoning)

Gemma 4 31B (Non-reasoning) vs Solar Open 100B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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)Solar Open 100B (Reasoning)Difference
Intelligence (higher is better)13.910.4−25.2% Solar Open 100B (Reas… is 25.2% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)11.00sNot reported— not comparable
Price per 1M tokens (in / out)$0.17 / $0.40—
Input modalitiesText, Image, VideoText
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/solar-open-100b-reasoning · Markdown: /api/v1/compare/gemma-4-31b-non-reasoning/solar-open-100b-reasoning?format=md · llms.txt · agent skill