LongCat 2.0 vs NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)
LongCat 2.0 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.
| Metric | LongCat 2.0 | NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 19.1 | 5.8 | −69.6% NVIDIA Nemotron Nano … is 69.6% less intelligent |
| Total AA cost (lower is better) | $544.74 | Not reported | — not comparable |
| End-to-end time (lower is better) | 37.69s | 3.51s | −90.7% NVIDIA Nemotron Nano … is 90.7% faster |
| Price per 1M tokens (in / out) | $0.75 / $2.95 | $0.20 / $0.60 | |
| Input modalities | Text | Text, Image |
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/longcat-2-0/nvidia-nemotron-nano-12b-v2-vl · Markdown: /api/v1/compare/longcat-2-0/nvidia-nemotron-nano-12b-v2-vl?format=md · llms.txt · agent skill