Gemini 3.1 Pro Preview vs Molmo 7B-D

Gemini 3.1 Pro Preview vs Molmo 7B-D. 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
Allen Institute for AIMolmo 7B-DNot ranked · benchmark data missing
Intelligence
5.60
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 PreviewMolmo 7B-DDifference
Intelligence (higher is better)29.75.6−81.1% Molmo 7B-D is 81.1% less intelligent
Total AA cost (lower is better)$1,935.39Not reported— not comparable
End-to-end time (lower is better)25.04sNot reported— not comparable
Price per 1M tokens (in / out)$2.00 / $12.0—
Input modalitiesText, Image, Speech, VideoText, Image
Open this matchup in the interactive pickerGemini 3.1 Pro Preview: what beats itMolmo 7B-D: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-pro-preview/molmo-7b-d · Markdown: /api/v1/compare/gemini-3-1-pro-preview/molmo-7b-d?format=md · llms.txt · agent skill