Gemini 3.1 Flash Lite Preview is Google's high-efficiency model optimized for high-volume use cases. It outperforms Gemini 2.5 Flash Lite on overall quality and approaches Gemini 2.5 Flash performance across...
Model details →Google: Gemini 3.1 Flash Lite Preview vs NVIDIA: Nemotron 3 Ultra (free)
Google: Gemini 3.1 Flash Lite Preview and NVIDIA: Nemotron 3 Ultra (free) are evenly matched on 6 axes — pick the one whose provider, latency, or licensing fits your stack.
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 →Side-by-side comparison
| Capability | Google: Gemini 3.1 Flash Lite Preview | NVIDIA: Nemotron 3 Ultra (free) | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 1.0M | 1M | 🏆 Google: Gemini 3.1 Flash Lite Preview |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.25 | $0.00 | 🏆 NVIDIA: Nemotron 3 Ultra (free) |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $1.50 | $0.00 | 🏆 NVIDIA: Nemotron 3 Ultra (free) |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | Yes | Tie |
| Vision input Accepts image inputs alongside text. | Yes | — | 🏆 Google: Gemini 3.1 Flash Lite Preview |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | Yes | Yes | Tie |
Frequently asked questions
Is Google: Gemini 3.1 Flash Lite Preview better than NVIDIA: Nemotron 3 Ultra (free)?
Google: Gemini 3.1 Flash Lite Preview and NVIDIA: Nemotron 3 Ultra (free) are evenly matched on 6 axes — pick the one whose provider, latency, or licensing fits your stack.
What's the price difference between Google: Gemini 3.1 Flash Lite Preview and NVIDIA: Nemotron 3 Ultra (free)?
Input: $0.25 vs $0.00 per 1M tokens. Output: $1.50 vs $0.00 per 1M tokens.
What context windows do Google: Gemini 3.1 Flash Lite Preview and NVIDIA: Nemotron 3 Ultra (free) support?
Google: Gemini 3.1 Flash Lite Preview supports up to 1.0M tokens. NVIDIA: Nemotron 3 Ultra (free) supports up to 1M tokens.
Do both Google: Gemini 3.1 Flash Lite Preview and NVIDIA: Nemotron 3 Ultra (free) support tool calling?
Google: Gemini 3.1 Flash Lite Preview: yes. NVIDIA: Nemotron 3 Ultra (free): yes.
Compare Google: Gemini 3.1 Flash Lite Preview with other models
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