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Grok-4.1 Fast Reasoning vs Qwen2.5-Coder 32B Instruct

Comparing Grok-4.1 Fast Reasoning and Qwen2.5-Coder 32B Instruct across benchmarks, pricing, and capabilities.

xAI · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Grok-4.1 Fast Reasoning and Qwen2.5-Coder 32B Instruct trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

On price, Qwen2.5-Coder 32B Instruct is roughly 3.1x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Grok-4.1 Fast Reasoning also accepts a larger context window (2,000,000 input tokens), making it the stronger choice for long documents and large codebases.

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

Choose Grok-4.1 Fast Reasoning

  • you process long inputs — it offers a 2,000,000 token context window
  • you want the most recent training data — it shipped Nov 2025

Choose Qwen2.5-Coder 32B Instruct

  • cost matters — it's about 3.1x cheaper per token
  • 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
$0.09 / M
Output price
$0.50 / M
$0.09 / M
Context window
2,000,000
128,000

Individual benchmarks

0 reported for Grok-4.1 Fast Reasoning · 15 for Qwen2.5-Coder 32B Instruct

No common benchmarks found

Grok-4.1 Fast Reasoning and Qwen2.5-Coder 32B Instructdon'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

Pricing Analysis

Price comparison per million tokens

Qwen2.5-Coder 32B Instruct costs less

For input processing, Grok-4.1 Fast Reasoning ($0.20/1M tokens) is 2.2x more expensive than Qwen2.5-Coder 32B Instruct ($0.09/1M tokens).

For output processing, Grok-4.1 Fast Reasoning ($0.50/1M tokens) is 5.6x more expensive than Qwen2.5-Coder 32B Instruct ($0.09/1M tokens).

In conclusion, Grok-4.1 Fast Reasoning is more expensive than Qwen2.5-Coder 32B Instruct.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Wed Sep 23 2026 • llm-stats.com
xAI
Grok-4.1 Fast Reasoning
Input tokens$0.20
Output tokens$0.50
Best providerxAI
Alibaba Cloud / Qwen Team
Qwen2.5-Coder 32B Instruct
Input tokens$0.09
Output tokens$0.09
Best providerLambda
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Grok-4.1 Fast Reasoning accepts 2,000,000 input tokens compared to Qwen2.5-Coder 32B Instruct's 128,000 tokens. Qwen2.5-Coder 32B Instruct can generate longer responses up to 128,000 tokens, while Grok-4.1 Fast Reasoning is limited to 30,000 tokens.

xAI
Grok-4.1 Fast Reasoning
Input2,000,000 tokens
Output30,000 tokens
Alibaba Cloud / Qwen Team
Qwen2.5-Coder 32B Instruct
Input128,000 tokens
Output128,000 tokens
Wed Sep 23 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Grok-4.1 Fast Reasoning supports multimodal inputs, whereas Qwen2.5-Coder 32B Instruct does not.

Grok-4.1 Fast Reasoning can handle both text and other forms of data like images, making it suitable for multimodal applications.

Grok-4.1 Fast Reasoning

Text
Images
Audio
Video

Qwen2.5-Coder 32B Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Grok-4.1 Fast Reasoning is licensed under a proprietary license, while Qwen2.5-Coder 32B Instruct uses Apache 2.0.

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

Grok-4.1 Fast Reasoning

Proprietary

Closed source

Qwen2.5-Coder 32B Instruct

Apache 2.0

Open weights

Release Timeline

When each model was launched

Grok-4.1 Fast Reasoning was released on 2025-11-17, while Qwen2.5-Coder 32B Instruct was released on 2024-09-19.

Grok-4.1 Fast Reasoning is 14 months newer than Qwen2.5-Coder 32B Instruct.

Grok-4.1 Fast Reasoning

Nov 17, 2025

10 months ago

1.2yr newer
Qwen2.5-Coder 32B Instruct

Sep 19, 2024

2.0 years ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Grok-4.1 Fast Reasoning is available from xAI. Qwen2.5-Coder 32B Instruct is available from Lambda, DeepInfra, Hyperbolic, Fireworks.

Grok-4.1 Fast Reasoning

xai logo
xAI
Input Price:Input: $0.20/1MOutput Price:Output: $0.50/1M

Qwen2.5-Coder 32B Instruct

lambda logo
Lambda
Input Price:Input: $0.09/1MOutput Price:Output: $0.09/1M
deepinfra logo
Deepinfra
Input Price:Input: $0.18/1MOutput Price:Output: $0.18/1M
hyperbolic logo
Hyperbolic
Input Price:Input: $0.20/1MOutput Price:Output: $0.20/1M
fireworks logo
Fireworks
Input Price:Input: $0.89/1MOutput Price:Output: $0.89/1M
* 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 Grok-4.1 Fast Reasoning and Qwen2.5-Coder 32B Instruct side-by-side, then vote on the output you prefer.

Grok-4.1 Fast Reasoning
✓ Preferred
Qwen2.5-Coder 32B Instruct
Open in Playground

FAQ

Common questions about Grok-4.1 Fast Reasoning vs Qwen2.5-Coder 32B Instruct.

Which is better, Grok-4.1 Fast Reasoning or Qwen2.5-Coder 32B Instruct?

Grok-4.1 Fast Reasoning (xAI) and Qwen2.5-Coder 32B Instruct (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-4.1 Fast Reasoning compare to Qwen2.5-Coder 32B Instruct in benchmarks?

Qwen2.5-Coder 32B Instruct scores HumanEval: 92.7%, GSM8k: 91.1%, MBPP: 90.2%, HellaSwag: 83.0%, Winogrande: 80.8%.

Is Grok-4.1 Fast Reasoning cheaper than Qwen2.5-Coder 32B Instruct?

Qwen2.5-Coder 32B Instruct is 2.2x cheaper for input tokens. Grok-4.1 Fast Reasoning costs $0.20/M input and $0.50/M output via xai. Qwen2.5-Coder 32B Instruct costs $0.09/M input and $0.09/M output via lambda.

What are the context window sizes for Grok-4.1 Fast Reasoning and Qwen2.5-Coder 32B Instruct?

Grok-4.1 Fast Reasoning supports 2.0M tokens and Qwen2.5-Coder 32B Instruct supports 128K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Grok-4.1 Fast Reasoning and Qwen2.5-Coder 32B Instruct?

Key differences include context window (2.0M vs 128K), input pricing ($0.20 vs $0.09/M), multimodal support (yes vs no), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Grok-4.1 Fast Reasoning and Qwen2.5-Coder 32B Instruct?

Grok-4.1 Fast Reasoning is developed by xAI and Qwen2.5-Coder 32B Instruct is developed by Alibaba Cloud / Qwen Team.