DeepSeek V4 Pro 0813 (Non-reasoning) vs Nemotron 3 Super 120B A12B (Reasoning)
Which is better for the money: DeepSeek V4 Pro 0813 (Non-reasoning) by DeepSeek or Nemotron 3 Super 120B A12B (Reasoning) by NVIDIA? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-26.
Clear winner
Verdict
Pick DeepSeek V4 Pro 0813 (Non-reasoning)
Nemotron 3 Super 120B A12B (Reasoning) vs DeepSeek V4 Pro 0813 (Non-reasoning): 37.3% less intelligence, 192.5% more cost to run the AA benchmark, and 145.9% slower end-to-end.
| Metric | DeepSeek V4 Pro 0813 (Non-reasoning) | Nemotron 3 Super 120B A12B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 20.4 | 12.8 | −37.3% Nemotron 3 Super 120B… is 37.3% less intelligent |
| Total AA cost (lower is better) | $450.76 | $1,318.62 | +192.5% Nemotron 3 Super 120B… is 2.9× more expensive |
| End-to-end time (lower is better) | 6.58s | 16.18s | +145.9% Nemotron 3 Super 120B… is 145.9% slower |
| Price per 1M tokens (in / out) | $1.32 / $3.96 | $0.30 / $0.90 | |
| Input modalities | Text | Text |
Today's Pareto frontier
Against the frontier
- DeepSeek V4 Pro 0813 (Non-reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Medium) scores 47.80 for $361.
- 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.
DeepSeek V4 Pro 0813 (Non-reasoning)Nemotron 3 Super 120B A12B (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/deepseek-v4-pro-non-reasoning/nvidia-nemotron-3-super-120b-a12b · Markdown: /api/v1/compare/deepseek-v4-pro-non-reasoning/nvidia-nemotron-3-super-120b-a12b?format=md · llms.txt · agent skill