Nemotron 3.5 Lightning vs Qwen3.5 4B (Reasoning)

Nemotron 3.5 Lightning vs Qwen3.5 4B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

NVIDIANemotron 3.5 LightningOff the frontier
Intelligence
12.90
Total cost
$92.8
AlibabaQwen3.5 4B (Reasoning)Not ranked · benchmark data missing
Intelligence
13.10
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.

MetricNemotron 3.5 LightningQwen3.5 4B (Reasoning)Difference
Intelligence (higher is better)12.913.1+1.6% Qwen3.5 4B (Reasoning) is 1.6% more intelligent
Total AA cost (lower is better)$92.76Not reported— not comparable
End-to-end time (lower is better)8.97s138.89s+1448.4% Qwen3.5 4B (Reasoning) is 1448.4% slower
Price per 1M tokens (in / out)$0.06 / $0.20$0.03 / $0.15
Input modalitiesTextText, Image, Video
Open this matchup in the interactive pickerNemotron 3.5 Lightning: what beats itQwen3.5 4B (Reasoning): what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/nemotron-3-5-lightning/qwen3-5-4b · Markdown: /api/v1/compare/nemotron-3-5-lightning/qwen3-5-4b?format=md · llms.txt · agent skill