NVIDIA Nemotron 3 Ultra is an open frontier-reasoning and orchestration model from NVIDIA, with 55B active parameters out of 550B total (MoE). Built on a hybrid Transformer-Mamba mixture-of-experts architecture, it...
Model details →NVIDIA: Nemotron 3 Ultra (batch) vs OpenAI: GPT-5.4 Nano
OpenAI: GPT-5.4 Nano wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
GPT-5.4 nano is the most lightweight and cost-efficient variant of the GPT-5.4 family, optimized for speed-critical and high-volume tasks. It supports text and image inputs and is designed for low-latency...
Model details →Side-by-side comparison
| Capability | NVIDIA: Nemotron 3 Ultra (batch) | OpenAI: GPT-5.4 Nano | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 512K | 400K | 🏆 NVIDIA: Nemotron 3 Ultra (batch) |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.30 | $0.20 | 🏆 OpenAI: GPT-5.4 Nano |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $1.80 | $1.25 | 🏆 OpenAI: GPT-5.4 Nano |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | Yes | Tie |
| Vision input Accepts image inputs alongside text. | — | Yes | 🏆 OpenAI: GPT-5.4 Nano |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | Yes | Yes | Tie |
Frequently asked questions
Is NVIDIA: Nemotron 3 Ultra (batch) better than OpenAI: GPT-5.4 Nano?
OpenAI: GPT-5.4 Nano wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between NVIDIA: Nemotron 3 Ultra (batch) and OpenAI: GPT-5.4 Nano?
Input: $0.30 vs $0.20 per 1M tokens. Output: $1.80 vs $1.25 per 1M tokens.
What context windows do NVIDIA: Nemotron 3 Ultra (batch) and OpenAI: GPT-5.4 Nano support?
NVIDIA: Nemotron 3 Ultra (batch) supports up to 512K tokens. OpenAI: GPT-5.4 Nano supports up to 400K tokens.
Do both NVIDIA: Nemotron 3 Ultra (batch) and OpenAI: GPT-5.4 Nano support tool calling?
NVIDIA: Nemotron 3 Ultra (batch): yes. OpenAI: GPT-5.4 Nano: yes.
Compare NVIDIA: Nemotron 3 Ultra (batch) with other models
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