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Grok-4 Fast Non-Reasoning vs QwQ-32B

Comparing Grok-4 Fast Non-Reasoning and QwQ-32B across benchmarks, pricing, and capabilities.

xAI · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Grok-4 Fast Non-Reasoning and QwQ-32B trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

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

Choose Grok-4 Fast Non-Reasoning

  • you want the most recent training data — it shipped Aug 2025

Choose QwQ-32B

  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Benchmark wins
Input price
$0.20 / M
— / M
Output price
$0.50 / M
— / M
Context window
2,000,000

Individual benchmarks

0 reported for Grok-4 Fast Non-Reasoning · 7 for QwQ-32B

No common benchmarks found

Grok-4 Fast Non-Reasoning and QwQ-32Bdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Grok-4 Fast Non-Reasoning specifies input context (2,000,000 tokens). Only Grok-4 Fast Non-Reasoning specifies output context (30,000 tokens).

xAI
Grok-4 Fast Non-Reasoning
Input2,000,000 tokens
Output30,000 tokens
Alibaba Cloud / Qwen Team
QwQ-32B
Input- tokens
Output- tokens
Mon Sep 21 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Grok-4 Fast Non-Reasoning supports multimodal inputs, whereas QwQ-32B does not.

Grok-4 Fast Non-Reasoning can handle both text and other forms of data like images, making it suitable for multimodal applications.

Grok-4 Fast Non-Reasoning

Text
Images
Audio
Video

QwQ-32B

Text
Images
Audio
Video

License

Usage and distribution terms

Grok-4 Fast Non-Reasoning is licensed under a proprietary license, while QwQ-32B uses Apache 2.0.

License differences may affect how you can use these models in commercial or open-source projects.

Grok-4 Fast Non-Reasoning

Proprietary

Closed source

QwQ-32B

Apache 2.0

Open weights

Release Timeline

When each model was launched

Grok-4 Fast Non-Reasoning was released on 2025-08-28, while QwQ-32B was released on 2025-03-05.

Grok-4 Fast Non-Reasoning is 6 months newer than QwQ-32B.

Grok-4 Fast Non-Reasoning

Aug 28, 2025

1.1 years ago

5mo newer
QwQ-32B

Mar 5, 2025

1.5 years ago

Knowledge Cutoff

When training data ends

QwQ-32B has a documented knowledge cutoff of 2024-11-28, while Grok-4 Fast Non-Reasoning's cutoff date is not specified.

We can confirm QwQ-32B's training data extends to 2024-11-28, but cannot make a direct comparison without Grok-4 Fast Non-Reasoning's cutoff date.

Grok-4 Fast Non-Reasoning

QwQ-32B

Nov 2024

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Grok-4 Fast Non-Reasoning and QwQ-32B side-by-side, then vote on the output you prefer.

Grok-4 Fast Non-Reasoning
✓ Preferred
QwQ-32B
Open in Playground

FAQ

Common questions about Grok-4 Fast Non-Reasoning vs QwQ-32B.

Which is better, Grok-4 Fast Non-Reasoning or QwQ-32B?

Grok-4 Fast Non-Reasoning (xAI) and QwQ-32B (Alibaba Cloud / Qwen Team) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does Grok-4 Fast Non-Reasoning compare to QwQ-32B in benchmarks?

QwQ-32B scores MATH-500: 90.6%, IFEval: 83.9%, AIME 2024: 79.5%, LiveBench: 73.1%, BFCL: 66.4%.

What are the context window sizes for Grok-4 Fast Non-Reasoning and QwQ-32B?

Grok-4 Fast Non-Reasoning supports 2.0M tokens and QwQ-32B supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Grok-4 Fast Non-Reasoning and QwQ-32B?

Key differences include multimodal support (yes vs no), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Grok-4 Fast Non-Reasoning and QwQ-32B?

Grok-4 Fast Non-Reasoning is developed by xAI and QwQ-32B is developed by Alibaba Cloud / Qwen Team.