The AI arena is free today

Open Superagent

GPT-4.5 vs GPT-5 nano

GPT-5 nano significantly outperforms across most benchmarks. GPT-5 nano is 681.8x cheaper per token.

OpenAI · OpenAI · Updated for 2026

Which is better?

GPT-4.5 outperforms in 0 benchmarks, while GPT-5 nano is better at 1 benchmark (GPQA). GPT-5 nano significantly outperforms across most benchmarks.

On price, GPT-5 nano is roughly 681.8x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-5 nano also accepts a larger context window (400,000 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-4.5

  • you want predictable pricing at $75.00/M input and $150.00/M output

Choose GPT-5 nano

  • you want the strongest raw capability — it leads on 1 of 1 shared benchmarks
  • cost matters — it's about 681.8x 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

At a glance

The differences that matter most.

Benchmark wins
0 of 1
1 of 1
Input price
$75.00 / M
$0.05 / M
Output price
$150.00 / M
$0.40 / M
Context window
128,000
400,000
Released
Feb 2025
Aug 2025
License
Proprietary
Proprietary

Performance Benchmarks

Comparative analysis across standard metrics

1 benchmarks

GPT-4.5 outperforms in 0 benchmarks, while GPT-5 nano is better at 1 benchmark (GPQA).

GPT-5 nano 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 nano costs less

For input processing, GPT-4.5 ($75.00/1M tokens) is 1500.0x more expensive than GPT-5 nano ($0.05/1M tokens).

For output processing, GPT-4.5 ($150.00/1M tokens) is 375.0x more expensive than GPT-5 nano ($0.40/1M tokens).

In conclusion, GPT-4.5 is more expensive than GPT-5 nano.*

* 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-4.5
Input tokens$75.00
Output tokens$150.00
Best providerOpenAI
OpenAI
GPT-5 nano
Input tokens$0.05
Output tokens$0.40
Best providerOpenAI
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GPT-5 nano accepts 400,000 input tokens compared to GPT-4.5's 128,000 tokens. GPT-5 nano can generate longer responses up to 128,000 tokens, while GPT-4.5 is limited to 4,096 tokens.

OpenAI
GPT-4.5
Input128,000 tokens
Output4,096 tokens
OpenAI
GPT-5 nano
Input400,000 tokens
Output128,000 tokens
Tue Aug 25 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both GPT-4.5 and GPT-5 nano support multimodal inputs.

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

GPT-4.5

Text
Images
Audio
Video

GPT-5 nano

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-4.5

Proprietary

Closed source

GPT-5 nano

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-4.5 was released on 2025-02-27, while GPT-5 nano was released on 2025-08-07.

GPT-5 nano is 5 months newer than GPT-4.5.

GPT-4.5

Feb 27, 2025

1.5 years ago

GPT-5 nano

Aug 7, 2025

1.0 years ago

5mo newer

Knowledge Cutoff

When training data ends

GPT-5 nano has a documented knowledge cutoff of 2024-05-30, while GPT-4.5's cutoff date is not specified.

We can confirm GPT-5 nano's training data extends to 2024-05-30, but cannot make a direct comparison without GPT-4.5's cutoff date.

GPT-4.5

GPT-5 nano

May 2024

Provider Availability

GPT-4.5 is available from OpenAI. GPT-5 nano is available from OpenAI.

GPT-4.5

openai logo
OpenAI
Input Price:Input: $75.00/1MOutput Price:Output: $150.00/1M

GPT-5 nano

openai logo
OpenAI
Input Price:Input: $0.05/1MOutput Price:Output: $0.40/1M
* 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-4.5 and GPT-5 nano side-by-side, then vote on the output you prefer.

GPT-4.5
✓ Preferred
GPT-5 nano
Open in Playground

FAQ

Common questions about GPT-4.5 vs GPT-5 nano.

Which is better, GPT-4.5 or GPT-5 nano?

GPT-5 nano significantly outperforms across most benchmarks. GPT-4.5 is made by OpenAI and GPT-5 nano is made by OpenAI. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does GPT-4.5 compare to GPT-5 nano in benchmarks?

GPT-4.5 scores GSM8k: 97.0%, MMLU: 90.8%, CharXiv-D: 90.0%, IFEval: 88.2%, HumanEval: 88.0%. GPT-5 nano scores AIME 2025: 85.2%, HMMT 2025: 75.6%, GPQA: 71.2%, FrontierMath: 9.6%, Humanity's Last Exam: 8.7%.

Is GPT-4.5 cheaper than GPT-5 nano?

GPT-5 nano is 1500.0x cheaper for input tokens. GPT-4.5 costs $75.00/M input and $150.00/M output via openai. GPT-5 nano costs $0.05/M input and $0.40/M output via openai.

What are the context window sizes for GPT-4.5 and GPT-5 nano?

GPT-4.5 supports 128K tokens and GPT-5 nano supports 400K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-4.5 and GPT-5 nano?

Key differences include context window (128K vs 400K), input pricing ($75.00 vs $0.05/M). See the full comparison above for benchmark-by-benchmark results.