KAT Coder Pro V2 vs Nemotron 3 Super 120B A12B (Reasoning)
KAT Coder Pro V2 vs Nemotron 3 Super 120B A12B (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 | KAT Coder Pro V2 | Nemotron 3 Super 120B A12B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 21.7 | 12.8 | −41.0% Nemotron 3 Super 120B… is 41.0% less intelligent |
| Total AA cost (lower is better) | Not reported | $1,318.62 | — not comparable |
| End-to-end time (lower is better) | Not reported | 15.94s | — not comparable |
| Price per 1M tokens (in / out) | — | $0.30 / $0.90 | |
| Input modalities | Text | Text |
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/kat-coder-pro-v2/nvidia-nemotron-3-super-120b-a12b · Markdown: /api/v1/compare/kat-coder-pro-v2/nvidia-nemotron-3-super-120b-a12b?format=md · llms.txt · agent skill