Gemini 3.1 Pro Preview vs Sarvam 105B (High)

Gemini 3.1 Pro Preview vs Sarvam 105B (High). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemini 3.1 Pro PreviewOff the frontier
Intelligence
29.70
Total cost
$1935
SarvamSarvam 105B (High)Not ranked · benchmark data missing
Intelligence
8.80
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.

MetricGemini 3.1 Pro PreviewSarvam 105B (High)Difference
Intelligence (higher is better)29.78.8−70.4% Sarvam 105B (High) is 70.4% less intelligent
Total AA cost (lower is better)$1,935.39Not reported— not comparable
End-to-end time (lower is better)25.04s14.42s−42.4% Sarvam 105B (High) is 42.4% faster
Price per 1M tokens (in / out)$2.00 / $12.0$0.04 / $0.17
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemini 3.1 Pro Preview: what beats itSarvam 105B (High): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-pro-preview/sarvam-105b · Markdown: /api/v1/compare/gemini-3-1-pro-preview/sarvam-105b?format=md · llms.txt · agent skill