Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct Showdown

After a comprehensive analysis, Qwen3 VL 235B A22B Instruct emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Grok 4 Fast (Non-reasoning) remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct comparison will break down every critical metric to help you make the best decision.

Explore best-for scenarios•Let the AI Selector recommend next steps

Model Snapshot

Key decision metrics at a glance.

Grok 4 Fast (Non-reasoning)

xAI

Reasoning: 4
Coding: 2
Multimodal: 2
Long Context: 3
Blended Price / 1M tokens: $0.000
P95 Latency: 1000ms
Tokens per second: 143.554tokens/sec

Qwen3 VL 235B A22B Instruct

Other

Reasoning: 7
Coding: 2
Multimodal: 2
Long Context: 3
Blended Price / 1M tokens: $0.001
P95 Latency: 1000ms
Tokens per second: 45.543tokens/sec

Overall Capabilities

The capability radar provides a holistic view of the Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Grok 4 Fast (Non-reasoning)` vs `Qwen3 VL 235B A22B Instruct`.

Benchmark Breakdown

For a granular look, this chart directly compares scores across standardized benchmarks. In the critical MMLU Pro test, a key part of the Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct debate, Grok 4 Fast (Non-reasoning) scores 40 against Qwen3 VL 235B A22B Instruct's 70. This data-driven approach is essential for any serious Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct comparison.

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

Speed & Latency

Speed is a crucial factor in the Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Grok 4 Fast (Non-reasoning)300ms

Qwen3 VL 235B A22B Instruct300ms

Tokens per Second

Grok 4 Fast (Non-reasoning)143.554

Qwen3 VL 235B A22B Instruct45.543

Head to the playground to validate these results yourself

The Economics of Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct

Power is only one part of the equation. This Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct pricing analysis gives you a true sense of value.

Pricing Breakdown

Compare input and output pricing at a glance.

Real-World Cost Scenario

To process 1M input tokens and generate 250k output tokens, Grok 4 Fast (Non-reasoning) would cost $0.000, whereas Qwen3 VL 235B A22B Instruct would cost $0.001. This practical calculation is vital for any developer considering the Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct choice.

Review the complete pricing and packaging strategy

Which Model Wins the Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct Battle for You?

Choose Grok 4 Fast (Non-reasoning) if...

You need the most advanced reasoning capabilities available.

Your use case demands cutting-edge AI performance.

Choose Qwen3 VL 235B A22B Instruct if...

You are developing at scale where operational costs are critical.

You prioritize cost-effectiveness over maximum performance.

Your workload requires consistent, reliable performance.

Explore all Best picks Use the AI Selector for a tailored recommendation

Your Questions about the Grok 4 Fast (Non-reasoning) vs Qwen3 VL 235B A22B Instruct Comparison

Review the full evaluation methodology · Read the latest analysis posts

Data source: https://artificialanalysis.ai/