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Grok 4 Fast (Non-Reasoning)

Non-reasoning mode of Grok 4 Fast, released September 2025, sharing unified weights with the reasoning variant and prompt-steered for low-latency responses.

Key Specifications

Context window
2M tokens
Released
Inputs
Text, image
Capabilities Show details
Function calling Connect to external tools, APIs, and systems. Structured output Return responses in structured formats like JSON.

Frequently Asked Questions

What is Grok 4 Fast (Non-Reasoning) good for?

Low-latency responses without a reasoning step, which suited classification, extraction and summarising across large documents. It took text and images.

When is Grok 4 Fast (Non-Reasoning) not a good fit?

Any new work: xAI retired it in May 2026, and its migration guide points to Grok 4.3 with reasoning effort set to none. No built-in web search or code execution, and closed weights.

How does Grok 4 Fast (Non-Reasoning) compare with Grok 4.1 Fast (Non-Reasoning)?

xAI says Grok 4.1 Fast (Non-Reasoning) got long-horizon reinforcement learning in simulated tool environments across dozens of domains, with a focus on multi-turn agent work, and hallucinates much less than Grok 4 Fast (Non-Reasoning). It launched with xAI's Agent Tools API. Same 2M-token context and text and image input. Grok 4 Fast (Non-Reasoning) came out 2 months earlier.

Can I self-host Grok 4 Fast (Non-Reasoning)?

No. xAI does not publish the weights; Grok 4 Fast (Non-Reasoning) is available only through hosted APIs.

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