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Model Comparison

GPT-4.5 vs GPT-5 nanoWhich is better in 2026?

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

Verdict: GPT-4.5 vs GPT-5 nano — which is better?

GPT-4.5 (by OpenAI) and GPT-5 nano (by OpenAI) 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.

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.

Choose GPT-4.5 if…

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

Choose GPT-5 nano if…

  • 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

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.

Fri Aug 07 2026 • llm-stats.com

Arena Performance

Human preference votes

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
Fri Aug 07 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
Fri Aug 07 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

1.4 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

Key Takeaways

No standout differentiators in the data we have for this pair.

Larger context window (400,000 tokens)
Less expensive input tokens
Less expensive output tokens
Higher GPQA score (71.2% vs 69.5%)

Detailed Comparison

Interactive Arena

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
AI Model Comparison Table
Feature
OpenAI
GPT-4.5
OpenAI
GPT-5 nano

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.