NVIDIA Nemotron Nano 12B v2 VL (Reasoning) vs Qwen3 Coder Next

NVIDIA Nemotron Nano 12B v2 VL (Reasoning) vs Qwen3 Coder Next. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

NVIDIANVIDIA Nemotron Nano 12B v2 VL (Reasoning)Not ranked · benchmark data missing
Intelligence
7.50
Total cost
-
AlibabaQwen3 Coder NextOff the frontier
Intelligence
9.20
Total cost
$405
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.

MetricNVIDIA Nemotron Nano 12B v2 VL (Reasoning)Qwen3 Coder NextDifference
Intelligence (higher is better)7.59.2+22.7% Qwen3 Coder Next is 22.7% more intelligent
Total AA cost (lower is better)Not reported$405.10— not comparable
End-to-end time (lower is better)Not reported6.10s— not comparable
Price per 1M tokens (in / out)—$0.31 / $1.00
Input modalitiesText, ImageText
Open this matchup in the interactive pickerNVIDIA Nemotron Nano 12B v2 VL (Reasoning): what beats itQwen3 Coder Next: what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/nvidia-nemotron-nano-12b-v2-vl-reasoning/qwen3-coder-next · Markdown: /api/v1/compare/nvidia-nemotron-nano-12b-v2-vl-reasoning/qwen3-coder-next?format=md · llms.txt · agent skill