Nova 2 Lite vs Gemini 3.1 Flash-Lite
Benchmark Performance
Available Benchmarks
Technical Differences
Side-by-Side Facts
| Field | Nova 2 Lite | Gemini 3.1 Flash-Lite |
|---|---|---|
| Developer | Amazon | Google DeepMind |
| Family | Nova 2 | Gemini 3 |
| Model | Nova 2 Lite | Gemini 3.1 Flash-Lite |
| Version | Nova 2 Lite | Gemini 3.1 Flash-Lite |
| Lifecycle | active | active |
| Released | 2025-12-02 | Unknown |
| Knowledge cutoff | 2025-10-01 | Unknown |
| Input modalities | Text, Image, Video, Document | Text, Image, Video, Audio, Document |
| Output modalities | Text | Text |
| Context window | 1,000,000 | 1,048,576 |
| Total parameters | Unknown | Unknown |
| Active parameters | Unknown | Unknown |
| License | Unknown | Unknown |
| Open weights | No | No |
| API available | Yes | Yes |
| Self-hostable | No | No |
| Provider access | Amazon Bedrock (Standard) | Google AI (Standard) |
| Capabilities | chat, generation, prompt-caching, tools, vision | chat, generation, reasoning, tools |
13 comparable fields · 8 material differences · Pair passes the primary-source comparison gate
Nova 2 Lite Capabilities
Gemini 3.1 Flash-Lite Capabilities
Internal Comparison Graph
Related Comparisons
| A | Pair | B | Context |
|---|---|---|---|
Nova 2 LiteAmazon | vs |  GLM-5.3-FlashZ.ai | cross-developer peersimage, text, video |
Gemini 2.5 Flash-LiteGoogle DeepMind | vs | Gemini 3.1 Flash-LiteGoogle DeepMind | family variantstext |
Gemini 3 FlashGoogle DeepMind | vs | Gemini 3.1 Flash-LiteGoogle DeepMind | family variantstext |
Nova 2 LiteAmazon | vs |  Mistral Large 3Mistral AI | cross-developer peersimage, text |
Nova 2 LiteAmazon | vs | Pixtral LargeMistral AI | cross-developer peersimage, text |
Nova 2 LiteAmazon | vs |  Command A VisionCohere | cross-developer peersimage, text |
Nova 2 LiteAmazon | vs | Gemini 2.5 Flash-LiteGoogle DeepMind | cross-developer peerstext |
Nova 2 LiteAmazon | vs | Gemini 3.5 Flash-LiteGoogle DeepMind | cross-developer peerstext |
Nova 2 LiteAmazon | vs | Gemini 2.5 ProGoogle DeepMind | cross-developer peerstext |
Nova 2 LiteAmazon | vs | Gemini 3.6 FlashGoogle DeepMind | cross-developer peerstext |
Nova 2 LiteAmazon | vs | Gemini 3.7 FlashGoogle DeepMind | cross-developer peerstext |
Gemini 3.1 Flash-LiteGoogle DeepMind | vs |  Qwen3.8-FlashQwen | cross-developer peerstext |
Primary Evidence
Sources and Freshness
Questions
Nova 2 Lite vs Gemini 3.1 Flash-Lite FAQs
Is Nova 2 Lite or Gemini 3.1 Flash-Lite better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Nova 2 Lite and Gemini 3.1 Flash-Lite, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Nova 2 Lite or Gemini 3.1 Flash-Lite?+
Nova 2 Lite is $0.30 and Gemini 3.1 Flash-Lite is $0.25 per million tokens, so Gemini 3.1 Flash-Lite is cheaper on this metric. Nova 2 Lite is $2.50 and Gemini 3.1 Flash-Lite is $1.50 per million tokens, so Gemini 3.1 Flash-Lite is cheaper on this metric.
Which has a larger context window, Nova 2 Lite or Gemini 3.1 Flash-Lite?+
Gemini 3.1 Flash-Lite has the larger sourced context window. Nova 2 Lite supports 1,000,000 and Gemini 3.1 Flash-Lite supports 1,048,576.
Which performs better in benchmarks, Nova 2 Lite or Gemini 3.1 Flash-Lite?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Nova 2 Lite or Gemini 3.1 Flash-Lite be self-hosted?+
Both models have the same recorded self-hosting status: unsupported. Nova 2 Lite is not marked open weight; Gemini 3.1 Flash-Lite is not marked open weight.
Can Nova 2 Lite and Gemini 3.1 Flash-Lite understand images?+
Nova 2 Lite is documented with image input; Gemini 3.1 Flash-Lite is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Nova 2 Lite or Gemini 3.1 Flash-Lite?+
Neither has a larger sourced maximum output. Nova 2 Lite is 65,536 and Gemini 3.1 Flash-Lite is 65,536.
Do Nova 2 Lite and Gemini 3.1 Flash-Lite support reasoning and tool use?+
Nova 2 Lite: tool calling and image input. Gemini 3.1 Flash-Lite: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Nova 2 Lite or Gemini 3.1 Flash-Lite?+
Nova 2 Lite has 1 sourced provider route; Gemini 3.1 Flash-Lite has 1, a tie.
Which offers better value, Nova 2 Lite or Gemini 3.1 Flash-Lite?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.