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 key capabilities. Improvements s…
Model details →Google: Gemini 3.1 Flash Lite Preview vs NVIDIA: Nemotron Nano 12B 2 VL
Google: Gemini 3.1 Flash Lite Preview and NVIDIA: Nemotron Nano 12B 2 VL are evenly matched on 6 axes — pick the one whose provider, latency, or licensing fits your stack.
NVIDIA Nemotron Nano 2 VL is a 12-billion-parameter open multimodal reasoning model designed for video understanding and document intelligence. It introduces a hybrid Transformer-Mamba architecture, combining transformer-level accuracy with…
Model details →Side-by-side comparison
| Capability | Google: Gemini 3.1 Flash Lite Preview | NVIDIA: Nemotron Nano 12B 2 VL | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 1.0M | 131K | 🏆 Google: Gemini 3.1 Flash Lite Preview |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.25 | $0.20 | 🏆 NVIDIA: Nemotron Nano 12B 2 VL |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $1.50 | $0.60 | 🏆 NVIDIA: Nemotron Nano 12B 2 VL |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | — | 🏆 Google: Gemini 3.1 Flash Lite Preview |
| Vision input Accepts image inputs alongside text. | Yes | Yes | Tie |
| 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 Nano 12B 2 VL?
Google: Gemini 3.1 Flash Lite Preview and NVIDIA: Nemotron Nano 12B 2 VL 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 Nano 12B 2 VL?
Input: $0.25 vs $0.20 per 1M tokens. Output: $1.50 vs $0.60 per 1M tokens.
What context windows do Google: Gemini 3.1 Flash Lite Preview and NVIDIA: Nemotron Nano 12B 2 VL support?
Google: Gemini 3.1 Flash Lite Preview supports up to 1.0M tokens. NVIDIA: Nemotron Nano 12B 2 VL supports up to 131K tokens.
Do both Google: Gemini 3.1 Flash Lite Preview and NVIDIA: Nemotron Nano 12B 2 VL support tool calling?
Google: Gemini 3.1 Flash Lite Preview: yes. NVIDIA: Nemotron Nano 12B 2 VL: not advertised.