Groq
Groq builds Language Processing Units (LPUs) for ultra-fast AI inference.
Updated April 2026
Overview
- Website
- groq.com
- Segment
- GPU & AI Accelerators
Product overview
Groq develops custom AI inference chips called Language Processing Units (LPUs) and systems like GroqRack, optimized for running large language models with deterministic execution and on-chip SRAM for sub-millisecond latency.. Unlike GPUs, LPUs use a software-first assembly line architecture that's up to 10x more energy-efficient and faster for inference workloads. Customers include developers via GroqCloud (2M+ users), enterprises like Bell Canada and Aramco Digital, and Fortune 100 companies for cloud inference and on-premises deployments.
Revenue model
Primarily pay-per-token cloud inference via GroqCloud, plus direct GroqRack hardware sales to enterprises and technology licensing (e.g., Nvidia deal)..
Moat
Groq's primary competitive moat is its proprietary SRAM-only architecture and vertically integrated chip design, which delivers superior inference speed and cost efficiency that competitors cannot easily replicate. This is reinforced by its focused specialization in low-latency AI inference (rather than broad GPU applications), domestic U.S. manufacturing for supply chain resilience, and continuous architectural innovation that creates sustained performance advantages.