Gemini 3.1 Flash-Lite vs NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)

Gemini 3.1 Flash-Lite vs NVIDIA Nemotron Nano 12B v2 VL (Non-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.

MetricGemini 3.1 Flash-LiteNVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)Difference
Intelligence (higher is better)15.65.8−62.8% NVIDIA Nemotron Nano … is 62.8% less intelligent
Total AA cost (lower is better)$155.87Not reported— not comparable
End-to-end time (lower is better)6.05s3.49s−42.3% NVIDIA Nemotron Nano … is 42.3% faster
Price per 1M tokens (in / out)$0.25 / $1.50$0.20 / $0.60
Input modalitiesText, Image, Speech, VideoText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-flash-lite-preview/nvidia-nemotron-nano-12b-v2-vl · Markdown: /api/v1/compare/gemini-3-1-flash-lite-preview/nvidia-nemotron-nano-12b-v2-vl?format=md · llms.txt · agent skill