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GPT-5 mini vs Nova Pro

GPT-5 mini leads the LLM Stats Score 27.6 to 12.4. GPT-5 mini is 2.0x cheaper per token.

OpenAI · Amazon · Updated for 2026

Which is better?

GPT-5 mini leads the overall LLM Stats Score 27.6 to 12.4, ranking #134 overall.

In the 1 individual benchmarks reported for both models, GPT-5 mini wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, GPT-5 mini is roughly 2.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-5 mini also accepts a larger context window (400,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose GPT-5 mini

  • overall performance matters — it scores 27.6 and ranks #134 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • cost matters — it's about 2.0x cheaper per token
  • you process long inputs — it offers a 400,000 token context window
  • you want the most recent training data — it shipped Aug 2025

Choose Nova Pro

  • you want predictable pricing at $0.80/M input and $3.20/M output

At a glance

The differences that matter most.

Core performance indexes
27.6
#134
12.4
#240
26.9
#133
12.1
#235
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$0.25 / M
$0.80 / M
Output price
$2.00 / M
$3.20 / M
Context window
400,000
300,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
GPT-5 mini
Nova Pro
25.7#101
19.1#164
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

5 reported for GPT-5 mini · 27 for Nova Pro

1 shared

GPT-5 mini outperforms in 1 benchmarks (GPQA), while Nova Pro is better at 0 benchmarks.

GPT-5 mini significantly outperforms across most benchmarks.

Sun Sep 06 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground 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 3.2x cheaper than Nova Pro ($0.80/1M tokens).

For output processing, GPT-5 mini ($2.00/1M tokens) is 1.6x cheaper than Nova Pro ($3.20/1M tokens).

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

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

Lowest available price from all providers
Sun Sep 06 2026 • llm-stats.com
OpenAI
GPT-5 mini
Input tokens$0.25
Output tokens$2.00
Best providerOpenAI
Amazon
Nova Pro
Input tokens$0.80
Output tokens$3.20
Best providerAWS Bedrock
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GPT-5 mini accepts 400,000 input tokens compared to Nova Pro's 300,000 tokens. Nova Pro can generate longer responses up to 300,000 tokens, while GPT-5 mini is limited to 128,000 tokens.

OpenAI
GPT-5 mini
Input400,000 tokens
Output128,000 tokens
Amazon
Nova Pro
Input300,000 tokens
Output300,000 tokens
Sun Sep 06 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-5 mini and Nova Pro 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 Pro

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 Pro

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-5 mini was released on 2025-08-07, while Nova Pro was released on 2024-11-20.

GPT-5 mini is 9 months newer than Nova Pro.

GPT-5 mini

Aug 7, 2025

1.1 years ago

8mo newer
Nova Pro

Nov 20, 2024

1.8 years ago

Knowledge Cutoff

When training data ends

GPT-5 mini has a documented knowledge cutoff of 2024-05-30, while Nova Pro'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 Pro's cutoff date.

GPT-5 mini

May 2024

Nova Pro

Provider Availability

GPT-5 mini is available from OpenAI. Nova Pro is available from Bedrock.

GPT-5 mini

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

Nova Pro

bedrock logo
AWS Bedrock
Input Price:Input: $0.80/1MOutput Price:Output: $3.20/1M
* 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 Pro side-by-side, then vote on the output you prefer.

GPT-5 mini
✓ Preferred
Nova Pro
Open in Playground

FAQ

Common questions about GPT-5 mini vs Nova Pro.

Which is better, GPT-5 mini or Nova Pro?

GPT-5 mini leads the LLM Stats Score 27.6 to 12.4. GPT-5 mini is made by OpenAI and Nova Pro is made by Amazon. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-5 mini compare to Nova Pro 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 Pro scores ARC-C: 94.8%, GSM8k: 94.8%, DocVQA: 93.5%, IFEval: 92.1%, ChartQA: 89.2%.

Is GPT-5 mini cheaper than Nova Pro?

GPT-5 mini is 3.2x cheaper for input tokens. GPT-5 mini costs $0.25/M input and $2.00/M output via openai. Nova Pro costs $0.80/M input and $3.20/M output via bedrock.

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

GPT-5 mini supports 400K tokens and Nova Pro 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 GPT-5 mini and Nova Pro?

Key differences include LLM Stats Score (27.6 vs 12.4), context window (400K vs 300K), input pricing ($0.25 vs $0.80/M). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5 mini and Nova Pro?

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