Nemotron 3 Super 120B A12B (Reasoning) vs Qwen3.5 122B A10B (Reasoning)
Which is better for the money: Nemotron 3 Super 120B A12B (Reasoning) by NVIDIA or Qwen3.5 122B A10B (Reasoning) by Alibaba? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-27.
Clear winner
Verdict
Pick Qwen3.5 122B A10B (Reasoning)
Qwen3.5 122B A10B (Reasoning) vs Nemotron 3 Super 120B A12B (Reasoning): 21.9% more intelligence, 49.8% less cost to run the AA benchmark, and 24.0% slower end-to-end.
| Metric | Nemotron 3 Super 120B A12B (Reasoning) | Qwen3.5 122B A10B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 12.8 | 15.6 | +21.9% Qwen3.5 122B A10B (Re… is 21.9% more intelligent |
| Total AA cost (lower is better) | $1,318.62 | $661.29 | −49.8% Qwen3.5 122B A10B (Re… is 49.8% cheaper |
| End-to-end time (lower is better) | 17.13s | 21.24s | +24.0% Qwen3.5 122B A10B (Re… is 24.0% slower |
| Price per 1M tokens (in / out) | $0.30 / $0.90 | $0.40 / $3.20 | |
| Input modalities | Text | Text, Image |
Today's Pareto frontier
Against the frontier
- Nemotron 3 Super 120B A12B (Reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
- Qwen3.5 122B A10B (Reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
Nemotron 3 Super 120B A12B (Reasoning)Qwen3.5 122B A10B (Reasoning)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/nvidia-nemotron-3-super-120b-a12b/qwen3-5-122b-a10b · Markdown: /api/v1/compare/nvidia-nemotron-3-super-120b-a12b/qwen3-5-122b-a10b?format=md · llms.txt · agent skill