AWS Trainium/Inferentia

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Overview

Tagline Brand's website · 2026-10-04

Custom silicon purpose-built for the AWS cloud that delivers significantly lower cost-per-inference/training than commodity GPUs.

Description Brand's website · 2026-10-04

AWS Trainium and Inferentia are custom-designed machine learning accelerators developed by Amazon Web Services. They are purpose-built ASICs (Application-Specific Integrated Circuits) designed to provide high performance and cost-efficiency for deep learning model training and inference within the Amazon EC2 environment.

Offerings

Core capabilities Brand's website · 2026-10-04

  • Trainium (Trn1 instances)
  • Inferentia (Inf1
  • Inf2 instances)
  • Neuron SDK

Pricing Brand's website · 2026-10-04

Usage-based (On-demand, Reserved, or Spot EC2 pricing)

Audience

Target industry Brand's website · 2026-10-04

Enterprise ML Engineers, Data Scientists, GenAI Startups, Large-scale language model developers

Landscape

Competitors Brand's website · 2026-10-04

  • Google TPU (Tensor Processing Unit)
  • NVIDIA H100/A100/L40S
  • Microsoft Azure Maia
  • Groq LPU

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Page last updated 2026-10-17.