GPT-6.1 Terra (Non-reasoning) vs NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)
Which is better for the money: GPT-6.1 Terra (Non-reasoning) by OpenAI or NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) by NVIDIA? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-27.
Trade-off
Verdict
Depends on your budget
GPT-6.1 Terra (Non-reasoning) scores 24.6 points higher (33.5 vs 8.9) but costs 2.4× as much to run the benchmark ($154 vs $63.7; both mid-range class). Pick GPT-6.1 Terra (Non-reasoning) when the extra intelligence is worth the premium, otherwise NVIDIA Nemotron 3 Nano 30B A3B (Reasoni….
| Metric | GPT-6.1 Terra (Non-reasoning) | NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 33.5 | 8.9 | −73.4% NVIDIA Nemotron 3 Nan… is 73.4% less intelligent |
| Total AA cost (lower is better) | $153.58 | $63.74 | −58.5% NVIDIA Nemotron 3 Nan… is 58.5% cheaper |
| End-to-end time (lower is better) | 6.51s | 10.10s | +55.1% NVIDIA Nemotron 3 Nan… is 55.1% slower |
| Price per 1M tokens (in / out) | $1.00 / $5.00 | $0.05 / $0.20 | |
| Input modalities | Text, Image | Text |
NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) vs GPT-6.1 Terra (Non-reasoning): 73.4% less intelligence, 58.5% less cost to run the AA benchmark, and 55.1% slower end-to-end.
Today's Pareto frontier
Against the frontier
- GPT-6.1 Terra (Non-reasoning) is off the frontier: at the same or lower cost, GPT-6 Luna (Max) scores 38.10 for $122.
- NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) is off the frontier: at the same or lower cost, Claude Haiku 5.5 (Medium) scores 34.50 for $56.4.
GPT-6.1 Terra (Non-reasoning)NVIDIA Nemotron 3 Nano 30B A3B (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/gpt-6-1-terra-non-reasoning/nvidia-nemotron-3-nano-30b-a3b-reasoning · Markdown: /api/v1/compare/gpt-6-1-terra-non-reasoning/nvidia-nemotron-3-nano-30b-a3b-reasoning?format=md · llms.txt · agent skill