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Grok 4 Fast

By xAI
Model family: Grok
Grok 4 Fast is positioned as the lighter, faster sibling to Grok 4 Heavy within xAI’s latest model lineup. It retains the instruction-following, reasoning, and coding strengths of the core Grok 4 architecture, but is pruned and optimized for performance. The trade-off is shallower reasoning depth and lower accuracy on the hardest benchmarks, but the payoff is rapid response times and much lower serving costs.

The model supports long context, JSON-structured outputs, and function/tool calling, enabling seamless integration into retrieval-augmented generation pipelines, automation frameworks, and interactive agent stacks. Its efficiency makes it suitable for real-time chat assistants, high-traffic customer support copilots, and mobile or edge deployments where latency and infrastructure costs must stay under control.

In practice, teams deploy Grok 4 Fast as the default engine for day-to-day workloads, reserving Grok 4 Heavy for tasks that demand maximum reasoning accuracy. This tiered setup provides both responsiveness and depth across the same Grok ecosystem.
New Multimodal Gen 3
Released: September 19, 2025

Overview

Grok 4 Fast is xAI’s optimized variant of the Grok 4 family. It delivers the same reasoning backbone as Grok 4 Heavy but tuned for speed and efficiency, with lower latency and cost. It’s designed for high-throughput applications, real-time assistants, and workloads where responsiveness matters more than maximum depth.

About xAI

xAI is an artificial intelligence startup founded by Elon Musk, aiming to understand the universe.

Industry: Artificial Intelligence
Location: Palo Alto, California, US
Website: x.ai
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Tools using Grok 4 Fast

Last updated: February 4, 2026
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