AI Accelerators

Overview

The AI accelerator market is dominated by NVIDIA but increasingly contested by AMD, which has built a competitive rack-scale product line around the Instinct GPU family. Intel’s Gaudi line competes at the lower end. All three compete on architecture, memory subsystem, software ecosystem maturity, and increasingly on rack-scale integrated systems that package GPUs, networking, and cooling as a unit.

Companies

Public Companies

Ticker Company Mission
AMD Advanced Micro Devices CPUs, GPUs, and AI accelerators (EPYC, Instinct, Radeon)
NVDA NVIDIA Dominant GPU/AI accelerator supplier (H100, B200, Vera Rubin)
INTC Intel CPUs and Gaudi AI accelerators

Topic Areas

  • AMD Instinct — AMD’s GPU accelerator line for AI training and inference, from MI300 through Helios rack-scale systems

Sections

  • AMD Instinct — AMD's GPU accelerator product line for datacenter AI training and inference, spanning MI300 through the MI400-generation Helios rack-scale system.