Model Comparison

Gemini 1.5 Flash vs Nova LiteWhich is better in 2026?

Both models are evenly matched across the benchmarks. Nova Lite is 2.5x cheaper per token.

Verdict: Gemini 1.5 Flash vs Nova Lite — which is better?

Gemini 1.5 Flash (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 1.5 Flash outperforms in 3 benchmarks (GPQA, MATH, MMMU), while Nova Lite is better at 3 benchmarks (GSM8k, HumanEval, MMLU). Both models are evenly matched across the benchmarks.

On price, Nova Lite is roughly 2.5x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Gemini 1.5 Flash also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

Choose Gemini 1.5 Flash if…

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

Choose Nova Lite if…

  • cost matters — it's about 2.5x cheaper per token
  • you want the most recent training data — it shipped Nov 2024
Want to compare interactively?Try the playground

Performance Benchmarks

Comparative analysis across standard metrics

6 benchmarks

Gemini 1.5 Flash outperforms in 3 benchmarks (GPQA, MATH, MMMU), while Nova Lite is better at 3 benchmarks (GSM8k, HumanEval, MMLU).

Both models are evenly matched across the benchmarks.

Sat Jun 13 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Nova Lite costs less

For input processing, Gemini 1.5 Flash ($0.15/1M tokens) is 2.5x more expensive than Nova Lite ($0.06/1M tokens).

For output processing, Gemini 1.5 Flash ($0.60/1M tokens) is 2.5x more expensive than Nova Lite ($0.24/1M tokens).

In conclusion, Gemini 1.5 Flash is more expensive than Nova Lite.*

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

Lowest available price from all providers
Sat Jun 13 2026 • llm-stats.com
Google
Gemini 1.5 Flash
Input tokens$0.15
Output tokens$0.60
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 1.5 Flash accepts 1,048,576 input tokens compared to Nova Lite's 300,000 tokens. Gemini 1.5 Flash can generate longer responses up to 8,192 tokens, while Nova Lite is limited to 2,048 tokens.

Google
Gemini 1.5 Flash
Input1,048,576 tokens
Output8,192 tokens
Amazon
Nova Lite
Input300,000 tokens
Output2,048 tokens
Sat Jun 13 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both Gemini 1.5 Flash and Nova Lite support multimodal inputs.

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

Gemini 1.5 Flash

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 1.5 Flash

Proprietary

Closed source

Nova Lite

Proprietary

Closed source

Release Timeline

When each model was launched

Gemini 1.5 Flash was released on 2024-05-01, while Nova Lite was released on 2024-11-20.

Nova Lite is 7 months newer than Gemini 1.5 Flash.

Gemini 1.5 Flash

May 1, 2024

2.1 years ago

Nova Lite

Nov 20, 2024

1.6 years ago

6mo newer

Knowledge Cutoff

When training data ends

Gemini 1.5 Flash has a documented knowledge cutoff of 2023-11-01, while Nova Lite's cutoff date is not specified.

We can confirm Gemini 1.5 Flash's training data extends to 2023-11-01, but cannot make a direct comparison without Nova Lite's cutoff date.

Gemini 1.5 Flash

Nov 2023

Nova Lite

—

Provider Availability

Gemini 1.5 Flash is available from Google. Nova Lite is available from Bedrock.

Gemini 1.5 Flash

google logo
Google
Input Price:Input: $0.15/1MOutput Price:Output: $0.60/1M

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 (51.0% vs 42.0%)
Higher MATH score (77.9% vs 73.3%)
Higher MMMU score (62.3% vs 56.2%)
Amazon
Less expensive input tokens
Less expensive output tokens
Higher GSM8k score (94.5% vs 86.2%)
Higher HumanEval score (85.4% vs 74.3%)
Higher MMLU score (80.5% vs 78.9%)
GoogleGemini 1.5 Flash
AmazonNova Lite
Compare in Playground

Detailed Comparison

AI Model Comparison Table
Feature
Google
Gemini 1.5 Flash
Amazon
Nova Lite

FAQ

Common questions about Gemini 1.5 Flash vs Nova Lite.

Which is better, Gemini 1.5 Flash or Nova Lite?

Both models are evenly matched across the benchmarks. Gemini 1.5 Flash 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 1.5 Flash compare to Nova Lite in benchmarks?

Gemini 1.5 Flash scores XSTest: 97.0%, FLEURS: 90.4%, HellaSwag: 86.5%, GSM8k: 86.2%, BIG-Bench Hard: 85.5%. Nova Lite scores GSM8k: 94.5%, ARC-C: 92.4%, DocVQA: 92.4%, IFEval: 89.7%, Translation en→Set1 COMET22: 88.8%.

Is Gemini 1.5 Flash cheaper than Nova Lite?

Nova Lite is 2.5x cheaper for input tokens. Gemini 1.5 Flash costs $0.15/M input and $0.60/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 1.5 Flash and Nova Lite?

Gemini 1.5 Flash 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 1.5 Flash and Nova Lite?

Key differences include context window (1.0M vs 300K), input pricing ($0.15 vs $0.06/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 1.5 Flash and Nova Lite?

Gemini 1.5 Flash is developed by Google and Nova Lite is developed by Amazon.

Related comparisons