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GPT-5 mini vs Nova 2 Lite

GPT-5 mini significantly outperforms across most benchmarks. GPT-5 mini is 1.2x cheaper per token.

OpenAI · Amazon · Updated for 2026

Which is better?

GPT-5 mini outperforms in 2 benchmarks (AIME 2025, GPQA), while Nova 2 Lite is better at 0 benchmarks. GPT-5 mini significantly outperforms across most benchmarks.

On price, GPT-5 mini is roughly 1.2x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Nova 2 Lite also accepts a larger context window (1,000,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current benchmark, pricing, and model metadata for 2026.

Choose GPT-5 mini

  • you want the strongest raw capability — it leads on 2 of 2 shared benchmarks
  • cost matters — it's about 1.2x cheaper per token

Choose Nova 2 Lite

  • you process long inputs — it offers a 1,000,000 token context window
  • you want the most recent training data — it shipped Dec 2025

At a glance

The differences that matter most.

Benchmark wins
2 of 2
0 of 2
Input price
$0.25 / M
$0.30 / M
Output price
$2.00 / M
$2.50 / M
Context window
400,000
1,000,000
Released
Aug 2025
Dec 2025
License
Proprietary
Proprietary

Performance Benchmarks

Comparative analysis across standard metrics

2 benchmarks

GPT-5 mini outperforms in 2 benchmarks (AIME 2025, GPQA), while Nova 2 Lite is better at 0 benchmarks.

GPT-5 mini significantly outperforms across most benchmarks.

Tue Aug 25 2026 • llm-stats.com

Arena Performance

Playground indexes and blind preference scores

Pricing Analysis

Price comparison per million tokens

GPT-5 mini costs less

For input processing, GPT-5 mini ($0.25/1M tokens) is 1.2x cheaper than Nova 2 Lite ($0.30/1M tokens).

For output processing, GPT-5 mini ($2.00/1M tokens) is 1.3x cheaper than Nova 2 Lite ($2.50/1M tokens).

In conclusion, Nova 2 Lite is more expensive than GPT-5 mini.*

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

Lowest available price from all providers
Tue Aug 25 2026 • llm-stats.com
OpenAI
GPT-5 mini
Input tokens$0.25
Output tokens$2.00
Best providerOpenAI
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

Nova 2 Lite accepts 1,000,000 input tokens compared to GPT-5 mini's 400,000 tokens. GPT-5 mini can generate longer responses up to 128,000 tokens, while Nova 2 Lite is limited to 65,536 tokens.

OpenAI
GPT-5 mini
Input400,000 tokens
Output128,000 tokens
Amazon
Nova 2 Lite
Input1,000,000 tokens
Output65,536 tokens
Tue Aug 25 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both GPT-5 mini and Nova 2 Lite support multimodal inputs.

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

GPT-5 mini

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.

GPT-5 mini

Proprietary

Closed source

Nova 2 Lite

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-5 mini was released on 2025-08-07, while Nova 2 Lite was released on 2025-12-02.

Nova 2 Lite is 4 months newer than GPT-5 mini.

GPT-5 mini

Aug 7, 2025

1.0 years ago

Nova 2 Lite

Dec 2, 2025

8 months ago

3mo newer

Knowledge Cutoff

When training data ends

GPT-5 mini has a documented knowledge cutoff of 2024-05-30, while Nova 2 Lite's cutoff date is not specified.

We can confirm GPT-5 mini's training data extends to 2024-05-30, but cannot make a direct comparison without Nova 2 Lite's cutoff date.

GPT-5 mini

May 2024

Nova 2 Lite

Provider Availability

GPT-5 mini is available from OpenAI. Nova 2 Lite is available from Bedrock.

GPT-5 mini

openai logo
OpenAI
Input Price:Input: $0.25/1MOutput Price:Output: $2.00/1M

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

Judge for yourself.

Run your own prompts against GPT-5 mini and Nova 2 Lite side-by-side, then vote on the output you prefer.

GPT-5 mini
✓ Preferred
Nova 2 Lite
Open in Playground

FAQ

Common questions about GPT-5 mini vs Nova 2 Lite.

Which is better, GPT-5 mini or Nova 2 Lite?

GPT-5 mini significantly outperforms across most benchmarks. GPT-5 mini is made by OpenAI 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 GPT-5 mini compare to Nova 2 Lite in benchmarks?

GPT-5 mini scores AIME 2025: 91.1%, HMMT 2025: 87.8%, GPQA: 82.3%, FrontierMath: 22.1%, Humanity's Last Exam: 16.7%. Nova 2 Lite scores AIME 2025: 91.0%, LongCodeBench: 84.0%, ScreenSpot: 83.3%, MMLU-Pro: 80.9%, GPQA: 79.6%.

Is GPT-5 mini cheaper than Nova 2 Lite?

GPT-5 mini is 1.2x cheaper for input tokens. GPT-5 mini costs $0.25/M input and $2.00/M output via openai. Nova 2 Lite costs $0.30/M input and $2.50/M output via bedrock.

What are the context window sizes for GPT-5 mini and Nova 2 Lite?

GPT-5 mini supports 400K 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 GPT-5 mini and Nova 2 Lite?

Key differences include context window (400K vs 1.0M), input pricing ($0.25 vs $0.30/M). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5 mini and Nova 2 Lite?

GPT-5 mini is developed by OpenAI and Nova 2 Lite is developed by Amazon.