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GPT-5 nano vs Grok-4 Heavy

Grok-4 Heavy significantly outperforms across most benchmarks.

OpenAI · xAI · Updated for 2026

Which is better?

GPT-5 nano outperforms in 0 benchmarks, while Grok-4 Heavy is better at 3 benchmarks (AIME 2025, GPQA, Humanity's Last Exam). Grok-4 Heavy significantly outperforms across most benchmarks.

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

Choose GPT-5 nano

  • you want predictable pricing at $0.05/M input and $0.40/M output

Choose Grok-4 Heavy

  • you want the strongest raw capability — it leads on 3 of 3 shared benchmarks

At a glance

The differences that matter most.

Benchmark wins
0 of 3
3 of 3
Input price
$0.05 / M
— / M
Output price
$0.40 / M
— / M
Context window
400,000
Released
Aug 2025
License
Proprietary
Proprietary

Performance Benchmarks

Comparative analysis across standard metrics

3 benchmarks

GPT-5 nano outperforms in 0 benchmarks, while Grok-4 Heavy is better at 3 benchmarks (AIME 2025, GPQA, Humanity's Last Exam).

Grok-4 Heavy significantly outperforms across most benchmarks.

Wed Aug 26 2026 • llm-stats.com

Arena Performance

Playground indexes and blind preference scores

Context Window

Maximum input and output token capacity

Only GPT-5 nano specifies input context (400,000 tokens). Only GPT-5 nano specifies output context (128,000 tokens).

OpenAI
GPT-5 nano
Input400,000 tokens
Output128,000 tokens
xAI
Grok-4 Heavy
Input- tokens
Output- tokens
Wed Aug 26 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both GPT-5 nano and Grok-4 Heavy support multimodal inputs.

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

GPT-5 nano

Text
Images
Audio
Video

Grok-4 Heavy

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 nano

Proprietary

Closed source

Grok-4 Heavy

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-5 nano was released on 2025-08-07, while Grok-4 Heavy's release date is not specified.

We can confirm GPT-5 nano's release timeline, but cannot make a direct age comparison without Grok-4 Heavy's release date.

GPT-5 nano

Aug 7, 2025

1.0 years ago

Grok-4 Heavy

Knowledge Cutoff

When training data ends

GPT-5 nano has a knowledge cutoff of 2024-05-30, while Grok-4 Heavy has a cutoff of 2024-12-31.

Grok-4 Heavy has more recent training data (up to 2024-12-31), making it potentially better informed about events through that date compared to GPT-5 nano (2024-05-30).

GPT-5 nano

May 2024

Grok-4 Heavy

Dec 2024

7 mo newer

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against GPT-5 nano and Grok-4 Heavy side-by-side, then vote on the output you prefer.

GPT-5 nano
✓ Preferred
Grok-4 Heavy
Open in Playground

FAQ

Common questions about GPT-5 nano vs Grok-4 Heavy.

Which is better, GPT-5 nano or Grok-4 Heavy?

Grok-4 Heavy significantly outperforms across most benchmarks. GPT-5 nano is made by OpenAI and Grok-4 Heavy is made by xAI. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does GPT-5 nano compare to Grok-4 Heavy in benchmarks?

GPT-5 nano scores AIME 2025: 85.2%, HMMT 2025: 75.6%, GPQA: 71.2%, FrontierMath: 9.6%, Humanity's Last Exam: 8.7%. Grok-4 Heavy scores AIME 2025: 100.0%, HMMT25: 96.7%, GPQA: 88.4%, LiveCodeBench: 79.4%, USAMO25: 61.9%.

What are the context window sizes for GPT-5 nano and Grok-4 Heavy?

GPT-5 nano supports 400K tokens and Grok-4 Heavy supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

Who makes GPT-5 nano and Grok-4 Heavy?

GPT-5 nano is developed by OpenAI and Grok-4 Heavy is developed by xAI.