Model Comparison

Gemini 2.5 Pro vs Nova 2 LiteWhich is better in 2026?

Nova 2 Lite shows notably better performance in the majority of benchmarks. Nova 2 Lite is 4.0x cheaper per token.

Verdict: Gemini 2.5 Pro vs Nova 2 Lite — which is better?

Gemini 2.5 Pro (by Google) and Nova 2 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 2.5 Pro outperforms in 1 benchmarks (GPQA), while Nova 2 Lite is better at 2 benchmarks (AIME 2025, SWE-Bench Verified). Nova 2 Lite shows notably better performance in the majority of benchmarks.

On price, Nova 2 Lite is roughly 4.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Gemini 2.5 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 2.5 Pro if…

  • you process long inputs — it offers a 1,048,576 token context window

Choose Nova 2 Lite if…

  • you want the strongest raw capability — it leads on 2 of 3 shared benchmarks
  • cost matters — it's about 4.0x cheaper per token
  • you want the most recent training data — it shipped Dec 2025

Performance Benchmarks

Comparative analysis across standard metrics

3 benchmarks

Gemini 2.5 Pro outperforms in 1 benchmarks (GPQA), while Nova 2 Lite is better at 2 benchmarks (AIME 2025, SWE-Bench Verified).

Nova 2 Lite shows notably better performance in the majority of benchmarks.

Wed Jul 22 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Nova 2 Lite costs less

For input processing, Gemini 2.5 Pro ($1.25/1M tokens) is 4.2x more expensive than Nova 2 Lite ($0.30/1M tokens).

For output processing, Gemini 2.5 Pro ($10.00/1M tokens) is 4.0x more expensive than Nova 2 Lite ($2.50/1M tokens).

In conclusion, Gemini 2.5 Pro is more expensive than Nova 2 Lite.*

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

Lowest available price from all providers
Wed Jul 22 2026 • llm-stats.com
Google
Gemini 2.5 Pro
Input tokens$1.25
Output tokens$10.00
Best providerGoogle
Amazon
Nova 2 Lite
Input tokens$0.30
Output tokens$2.50
Best providerAWS Bedrock
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Gemini 2.5 Pro accepts 1,048,576 input tokens compared to Nova 2 Lite's 1,000,000 tokens. Both models can generate responses up to 65,536 tokens.

Google
Gemini 2.5 Pro
Input1,048,576 tokens
Output65,536 tokens
Amazon
Nova 2 Lite
Input1,000,000 tokens
Output65,536 tokens
Wed Jul 22 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both Gemini 2.5 Pro and Nova 2 Lite support multimodal inputs.

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

Gemini 2.5 Pro

Text
Images
Audio
Video

Nova 2 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 2.5 Pro

Proprietary

Closed source

Nova 2 Lite

Proprietary

Closed source

Release Timeline

When each model was launched

Gemini 2.5 Pro was released on 2025-05-20, while Nova 2 Lite was released on 2025-12-02.

Nova 2 Lite is 7 months newer than Gemini 2.5 Pro.

Gemini 2.5 Pro

May 20, 2025

1.2 years ago

Nova 2 Lite

Dec 2, 2025

7 months ago

6mo newer

Knowledge Cutoff

When training data ends

Gemini 2.5 Pro has a documented knowledge cutoff of 2025-01-31, while Nova 2 Lite's cutoff date is not specified.

We can confirm Gemini 2.5 Pro's training data extends to 2025-01-31, but cannot make a direct comparison without Nova 2 Lite's cutoff date.

Gemini 2.5 Pro

Jan 2025

Nova 2 Lite

Provider Availability

Gemini 2.5 Pro is available from Google. Nova 2 Lite is available from Bedrock.

Gemini 2.5 Pro

google logo
Google
Input Price:Input: $1.25/1MOutput Price:Output: $10.00/1M

Nova 2 Lite

bedrock logo
AWS Bedrock
Input Price:Input: $0.30/1MOutput Price:Output: $2.50/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Key Takeaways

Larger context window (1,048,576 tokens)
Higher GPQA score (83.0% vs 79.6%)
Less expensive input tokens
Less expensive output tokens
Higher AIME 2025 score (91.0% vs 83.0%)
Higher SWE-Bench Verified score (64.5% vs 63.2%)
GoogleGemini 2.5 Pro
AmazonNova 2 Lite

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against Gemini 2.5 Pro and Nova 2 Lite side-by-side, then vote on the output you prefer.

Gemini 2.5 Pro
✓ Preferred
Nova 2 Lite
Open in Playground
AI Model Comparison Table
Feature
Google
Gemini 2.5 Pro
Amazon
Nova 2 Lite

FAQ

Common questions about Gemini 2.5 Pro vs Nova 2 Lite.

Which is better, Gemini 2.5 Pro or Nova 2 Lite?

Nova 2 Lite shows notably better performance in the majority of benchmarks. Gemini 2.5 Pro is made by Google and Nova 2 Lite is made by Amazon. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does Gemini 2.5 Pro compare to Nova 2 Lite in benchmarks?

Gemini 2.5 Pro scores MRCR: 93.0%, AIME 2024: 92.0%, Global-MMLU-Lite: 88.6%, Video-MME: 84.8%, AIME 2025: 83.0%. Nova 2 Lite scores AIME 2025: 91.0%, LongCodeBench: 84.0%, ScreenSpot: 83.3%, MMLU-Pro: 80.9%, GPQA: 79.6%.

Is Gemini 2.5 Pro cheaper than Nova 2 Lite?

Nova 2 Lite is 4.2x cheaper for input tokens. Gemini 2.5 Pro costs $1.25/M input and $10.00/M output via google. Nova 2 Lite costs $0.30/M input and $2.50/M output via bedrock.

What are the context window sizes for Gemini 2.5 Pro and Nova 2 Lite?

Gemini 2.5 Pro supports 1.0M tokens and Nova 2 Lite supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemini 2.5 Pro and Nova 2 Lite?

Key differences include context window (1.0M vs 1.0M), input pricing ($1.25 vs $0.30/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 2.5 Pro and Nova 2 Lite?

Gemini 2.5 Pro is developed by Google and Nova 2 Lite is developed by Amazon.