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Model Comparison

GPT-5.2 Pro vs Grok-4 HeavyWhich is better in 2026?

Both models are evenly matched across the benchmarks.

Verdict: GPT-5.2 Pro vs Grok-4 Heavy — which is better?

GPT-5.2 Pro (by OpenAI) and Grok-4 Heavy (by xAI) 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-5.2 Pro outperforms in 1 benchmarks (GPQA), while Grok-4 Heavy is better at 1 benchmark (Humanity's Last Exam). Both models are evenly matched across the benchmarks.

Choose GPT-5.2 Pro if…

  • you want predictable pricing at $21.00/M input and $168.00/M output

Choose Grok-4 Heavy if…

  • you want the strongest raw capability — it leads on 2 of 3 shared benchmarks

Performance Benchmarks

Comparative analysis across standard metrics

3 benchmarks

GPT-5.2 Pro outperforms in 1 benchmarks (GPQA), while Grok-4 Heavy is better at 1 benchmark (Humanity's Last Exam).

Both models are evenly matched across the benchmarks.

Fri Aug 07 2026 • llm-stats.com

Arena Performance

Human preference votes

Context Window

Maximum input and output token capacity

Only GPT-5.2 Pro specifies input context (400,000 tokens). Only GPT-5.2 Pro specifies output context (128,000 tokens).

OpenAI
GPT-5.2 Pro
Input400,000 tokens
Output128,000 tokens
xAI
Grok-4 Heavy
Input- tokens
Output- tokens
Fri Aug 07 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both GPT-5.2 Pro and Grok-4 Heavy support multimodal inputs.

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

GPT-5.2 Pro

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-5.2 Pro

Proprietary

Closed source

Grok-4 Heavy

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-5.2 Pro was released on 2025-12-11, while Grok-4 Heavy's release date is not specified.

We can confirm GPT-5.2 Pro's release timeline, but cannot make a direct age comparison without Grok-4 Heavy's release date.

GPT-5.2 Pro

Dec 11, 2025

7 months ago

Grok-4 Heavy

Knowledge Cutoff

When training data ends

Grok-4 Heavy has a documented knowledge cutoff of 2024-12-31, while GPT-5.2 Pro's cutoff date is not specified.

We can confirm Grok-4 Heavy's training data extends to 2024-12-31, but cannot make a direct comparison without GPT-5.2 Pro's cutoff date.

GPT-5.2 Pro

Grok-4 Heavy

Dec 2024

Outputs Comparison

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Key Takeaways

Larger context window (400,000 tokens)
Higher GPQA score (93.2% vs 88.4%)
Higher Humanity's Last Exam score (50.7% vs 36.6%)

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against GPT-5.2 Pro and Grok-4 Heavy side-by-side, then vote on the output you prefer.

GPT-5.2 Pro
✓ Preferred
Grok-4 Heavy
Open in Playground
AI Model Comparison Table
Feature
OpenAI
GPT-5.2 Pro
xAI
Grok-4 Heavy

FAQ

Common questions about GPT-5.2 Pro vs Grok-4 Heavy.

Which is better, GPT-5.2 Pro or Grok-4 Heavy?

Both models are evenly matched across the benchmarks. GPT-5.2 Pro 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-5.2 Pro compare to Grok-4 Heavy in benchmarks?

GPT-5.2 Pro scores AIME 2025: 100.0%, HMMT 2025: 100.0%, GPQA: 93.2%, ARC-AGI: 90.5%, BrowseComp: 77.9%. 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-5.2 Pro and Grok-4 Heavy?

GPT-5.2 Pro 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-5.2 Pro and Grok-4 Heavy?

GPT-5.2 Pro is developed by OpenAI and Grok-4 Heavy is developed by xAI.