Model Comparison

Gemini 3.1 Pro vs Nova LiteWhich is better in 2026?

Gemini 3.1 Pro significantly outperforms across most benchmarks. Nova Lite is 53.6x cheaper per token.

Verdict: Gemini 3.1 Pro vs Nova Lite — which is better?

Gemini 3.1 Pro (by Google) and Nova Lite (by Amazon) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.

Gemini 3.1 Pro outperforms in 1 benchmarks (GPQA), while Nova Lite is better at 0 benchmarks. Gemini 3.1 Pro significantly outperforms across most benchmarks.

On price, Nova Lite is roughly 53.6x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Gemini 3.1 Pro also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

Choose Gemini 3.1 Pro if…

  • you want the strongest raw capability — it leads on 1 of 1 shared benchmarks
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Feb 2026

Choose Nova Lite if…

  • cost matters — it's about 53.6x cheaper per token
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Performance Benchmarks

Comparative analysis across standard metrics

1 benchmarks

Gemini 3.1 Pro outperforms in 1 benchmarks (GPQA), while Nova Lite is better at 0 benchmarks.

Gemini 3.1 Pro significantly outperforms across most benchmarks.

Sun Jun 07 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Nova Lite costs less

For input processing, Gemini 3.1 Pro ($2.50/1M tokens) is 41.7x more expensive than Nova Lite ($0.06/1M tokens).

For output processing, Gemini 3.1 Pro ($15.00/1M tokens) is 62.5x more expensive than Nova Lite ($0.24/1M tokens).

In conclusion, Gemini 3.1 Pro is more expensive than Nova Lite.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Sun Jun 07 2026 • llm-stats.com
Google
Gemini 3.1 Pro
Input tokens$2.50
Output tokens$15.00
Best providerGoogle
Amazon
Nova Lite
Input tokens$0.06
Output tokens$0.24
Best providerAWS Bedrock
Notice missing or incorrect data?Start an Issue→

Context Window

Maximum input and output token capacity

Gemini 3.1 Pro accepts 1,048,576 input tokens compared to Nova Lite's 300,000 tokens. Gemini 3.1 Pro can generate longer responses up to 65,536 tokens, while Nova Lite is limited to 2,048 tokens.

Google
Gemini 3.1 Pro
Input1,048,576 tokens
Output65,536 tokens
Amazon
Nova Lite
Input300,000 tokens
Output2,048 tokens
Sun Jun 07 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both Gemini 3.1 Pro and Nova Lite support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Gemini 3.1 Pro

Text
Images
Audio
Video

Nova Lite

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Gemini 3.1 Pro

Proprietary

Closed source

Nova Lite

Proprietary

Closed source

Release Timeline

When each model was launched

Gemini 3.1 Pro was released on 2026-02-19, while Nova Lite was released on 2024-11-20.

Gemini 3.1 Pro is 15 months newer than Nova Lite.

Gemini 3.1 Pro

Feb 19, 2026

3 months ago

1.2yr newer
Nova Lite

Nov 20, 2024

1.5 years ago

Knowledge Cutoff

When training data ends

Gemini 3.1 Pro has a documented knowledge cutoff of 2025-01-31, while Nova Lite's cutoff date is not specified.

We can confirm Gemini 3.1 Pro's training data extends to 2025-01-31, but cannot make a direct comparison without Nova Lite's cutoff date.

Gemini 3.1 Pro

Jan 2025

Nova Lite

—

Provider Availability

Gemini 3.1 Pro is available from Google. Nova Lite is available from Bedrock.

Gemini 3.1 Pro

google logo
Google
Input Price:Input: $2.50/1MOutput Price:Output: $15.00/1M

Nova Lite

bedrock logo
AWS Bedrock
Input Price:Input: $0.06/1MOutput Price:Output: $0.24/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Key Takeaways

Google
Larger context window (1,048,576 tokens)
Higher GPQA score (94.3% vs 42.0%)
Amazon
Less expensive input tokens
Less expensive output tokens

Detailed Comparison

AI Model Comparison Table
Feature
Google
Gemini 3.1 Pro
Amazon
Nova Lite

FAQ

Common questions about Gemini 3.1 Pro vs Nova Lite.

Which is better, Gemini 3.1 Pro or Nova Lite?

Gemini 3.1 Pro significantly outperforms across most benchmarks. Gemini 3.1 Pro is made by Google and Nova Lite is made by Amazon. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does Gemini 3.1 Pro compare to Nova Lite in benchmarks?

Gemini 3.1 Pro scores t2-bench: 99.3%, LiveCodeBench Pro: 96.2%, GPQA: 94.3%, MMMLU: 92.6%, BrowseComp: 85.9%. Nova Lite scores GSM8k: 94.5%, ARC-C: 92.4%, DocVQA: 92.4%, IFEval: 89.7%, Translation en→Set1 COMET22: 88.8%.

Is Gemini 3.1 Pro cheaper than Nova Lite?

Nova Lite is 41.7x cheaper for input tokens. Gemini 3.1 Pro costs $2.50/M input and $15.00/M output via google. Nova Lite costs $0.06/M input and $0.24/M output via bedrock.

What are the context window sizes for Gemini 3.1 Pro and Nova Lite?

Gemini 3.1 Pro supports 1.0M tokens and Nova Lite supports 300K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemini 3.1 Pro and Nova Lite?

Key differences include context window (1.0M vs 300K), input pricing ($2.50 vs $0.06/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 3.1 Pro and Nova Lite?

Gemini 3.1 Pro is developed by Google and Nova Lite is developed by Amazon.

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