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Grok 4 Fast vs Qwen3 VL 235B A22B Instruct

Grok 4 Fast leads the LLM Stats Score 32.0 to 24.8. Grok 4 Fast is 2.2x cheaper per token.

xAI · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Grok 4 Fast leads the overall LLM Stats Score 32.0 to 24.8, ranking #101 overall.

In the 2 individual benchmarks reported for both models, Grok 4 Fast wins 2; this is a narrower head-to-head signal than the composite indexes.

On price, Grok 4 Fast is roughly 2.2x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Grok 4 Fast 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 Fast

  • overall performance matters — it scores 32.0 and ranks #101 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 2 of 2 exact shared results
  • cost matters — it's about 2.2x cheaper per token
  • you process long inputs — it offers a 2,000,000 token context window

Choose Qwen3 VL 235B A22B Instruct

  • you want the most recent training data — it shipped Sep 2025
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
32.0
#101
24.8
#151
31.1
#103
22.7
#160
3.7
#151
13.1
#89
Cost, coverage & limits
Benchmark wins
2 of 2
0 of 2
Input price
$0.20 / M
$0.30 / M
Output price
$0.50 / M
$1.49 / M
Context window
2,000,000
262,144

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Grok 4 Fast
Qwen3 VL 235B A22B Instruct
27.4#94
24.1#116
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

7 reported for Grok 4 Fast · 50 for Qwen3 VL 235B A22B Instruct

2 shared

Grok 4 Fast outperforms in 2 benchmarks (AIME 2025, SimpleQA), while Qwen3 VL 235B A22B Instruct is better at 0 benchmarks.

Grok 4 Fast significantly outperforms across most benchmarks.

Mon Sep 07 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Grok 4 Fast costs less

For input processing, Grok 4 Fast ($0.20/1M tokens) is 1.5x cheaper than Qwen3 VL 235B A22B Instruct ($0.30/1M tokens).

For output processing, Grok 4 Fast ($0.50/1M tokens) is 3.0x cheaper than Qwen3 VL 235B A22B Instruct ($1.49/1M tokens).

In conclusion, Qwen3 VL 235B A22B Instruct is more expensive than Grok 4 Fast.*

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

Lowest available price from all providers
Mon Sep 07 2026 • llm-stats.com
xAI
Grok 4 Fast
Input tokens$0.20
Output tokens$0.50
Best providerxAI
Alibaba Cloud / Qwen Team
Qwen3 VL 235B A22B Instruct
Input tokens$0.30
Output tokens$1.49
Best providerDeepinfra
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Grok 4 Fast accepts 2,000,000 input tokens compared to Qwen3 VL 235B A22B Instruct's 262,144 tokens. Qwen3 VL 235B A22B Instruct can generate longer responses up to 262,144 tokens, while Grok 4 Fast is limited to 30,000 tokens.

xAI
Grok 4 Fast
Input2,000,000 tokens
Output30,000 tokens
Alibaba Cloud / Qwen Team
Qwen3 VL 235B A22B Instruct
Input262,144 tokens
Output262,144 tokens
Mon Sep 07 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Grok 4 Fast and Qwen3 VL 235B A22B Instruct support multimodal inputs.

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

Grok 4 Fast

Text
Images
Audio
Video

Qwen3 VL 235B A22B Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Grok 4 Fast is licensed under a proprietary license, while Qwen3 VL 235B A22B Instruct uses Apache 2.0.

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

Grok 4 Fast

Proprietary

Closed source

Qwen3 VL 235B A22B Instruct

Apache 2.0

Open weights

Release Timeline

When each model was launched

Grok 4 Fast was released on 2025-08-28, while Qwen3 VL 235B A22B Instruct was released on 2025-09-22.

Qwen3 VL 235B A22B Instruct is 1 month newer than Grok 4 Fast.

Grok 4 Fast

Aug 28, 2025

1.0 years ago

Qwen3 VL 235B A22B Instruct

Sep 22, 2025

11 months ago

3w newer

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 Fast is available from xAI. Qwen3 VL 235B A22B Instruct is available from DeepInfra, Novita.

Grok 4 Fast

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

Qwen3 VL 235B A22B Instruct

deepinfra logo
Deepinfra
Input Price:Input: $0.30/1MOutput Price:Output: $1.49/1M
novita logo
Novita
Input Price:Input: $0.30/1MOutput Price:Output: $1.50/1M
* 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 Fast and Qwen3 VL 235B A22B Instruct side-by-side, then vote on the output you prefer.

Grok 4 Fast
✓ Preferred
Qwen3 VL 235B A22B Instruct
Open in Playground

FAQ

Common questions about Grok 4 Fast vs Qwen3 VL 235B A22B Instruct.

Which is better, Grok 4 Fast or Qwen3 VL 235B A22B Instruct?

Grok 4 Fast leads the LLM Stats Score 32.0 to 24.8. Grok 4 Fast is made by xAI and Qwen3 VL 235B A22B Instruct is made by Alibaba Cloud / Qwen Team. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Grok 4 Fast compare to Qwen3 VL 235B A22B Instruct in benchmarks?

Grok 4 Fast scores SimpleQA: 95.0%, HMMT 2025: 93.3%, AIME 2025: 92.0%, GPQA: 85.7%, LiveCodeBench: 80.0%. Qwen3 VL 235B A22B Instruct scores DocVQAtest: 97.1%, ScreenSpot: 95.4%, MMLU-Redux: 92.2%, OCRBench: 92.0%, MMBench-V1.1: 89.9%.

Is Grok 4 Fast cheaper than Qwen3 VL 235B A22B Instruct?

Grok 4 Fast is 1.5x cheaper for input tokens. Grok 4 Fast costs $0.20/M input and $0.50/M output via xai. Qwen3 VL 235B A22B Instruct costs $0.30/M input and $1.49/M output via deepinfra.

What are the context window sizes for Grok 4 Fast and Qwen3 VL 235B A22B Instruct?

Grok 4 Fast supports 2.0M tokens and Qwen3 VL 235B A22B Instruct supports 262K 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 and Qwen3 VL 235B A22B Instruct?

Key differences include LLM Stats Score (32.0 vs 24.8), context window (2.0M vs 262K), input pricing ($0.20 vs $0.30/M), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Grok 4 Fast and Qwen3 VL 235B A22B Instruct?

Grok 4 Fast is developed by xAI and Qwen3 VL 235B A22B Instruct is developed by Alibaba Cloud / Qwen Team.