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Nemotron 3 Ultra vs GPT-5.6 Luna

For a typical chat reply (2,000 tokens in, 400 out), Nemotron 3 Ultra costs 2.5× as much as GPT-5.6 Luna: $2.16 against $0.88 per 1,000 requests at list price on 2026-09-28.

Nemotron 3 UltraGPT-5.6 Luna
Input, per 1M tokens$0.60$0.20
Output, per 1M tokens$2.40$1.20
Context window262K1.05M
Classification or routing (600 tokens in, 10 out), per 1,000$0.384$0.132
Chat reply (2,000 in, 400 out), per 1,000$2.16$0.88
Retrieval-augmented answer (8,000 in, 500 out), per 1,000$6.00$2.20
Confidence signalnono
Tool callingyesyes

Which one should carry your traffic?

If GPT-5.6 Luna answers your requests as well as Nemotron 3 Ultra, moving that traffic saves 59% on chat-shaped requests. Averages cannot tell you whether it does for your requests. GPT-5.6 Luna does not expose a confidence signal through OpenRouter, so Gimbix would test it as a full replacement rather than a first answer.

Nemotron 3 Ultra profile · GPT-5.6 Luna profile · Measure it on your traffic