Compute
AI accelerators (GPU/TPU)
Partial match
What's different
All three rent NVIDIA GPUs. AWS (Trainium/Inferentia) and Google (TPU) also sell their own chips. Microsoft's Maia chips are mostly used internally for Azure AI services.
Compute · AI accelerators (GPU/TPU)
AWS Trainium vs ND/NC-series GPU VMs vs Cloud TPU
AI accelerators (GPU/TPU), side by side on AWS, Azure and Google Cloud. The overlap is only partial, so compare features carefully before migrating.
Quick answers
- What is the Azure equivalent of AWS Trainium?
- The Azure equivalent of AWS Trainium is ND/NC-series GPU VMs. The overlap is only partial, so compare features carefully before migrating.
- What is the Google Cloud equivalent of AWS Trainium?
- The Google Cloud equivalent of AWS Trainium is Cloud TPU and GPU VMs (A3/A4). The overlap is only partial, so compare features carefully before migrating.
- What is the AWS equivalent of ND/NC-series GPU VMs?
- The AWS equivalent of ND/NC-series GPU VMs is AWS Trainium, AWS Inferentia and EC2 GPU instances. The overlap is only partial, so compare features carefully before migrating.
- What is the Google Cloud equivalent of ND/NC-series GPU VMs?
- The Google Cloud equivalent of ND/NC-series GPU VMs is Cloud TPU and GPU VMs (A3/A4). The overlap is only partial, so compare features carefully before migrating.
- What is the AWS equivalent of Cloud TPU?
- The AWS equivalent of Cloud TPU is AWS Trainium, AWS Inferentia and EC2 GPU instances. The overlap is only partial, so compare features carefully before migrating.
- What is the Azure equivalent of Cloud TPU?
- The Azure equivalent of Cloud TPU is ND/NC-series GPU VMs. The overlap is only partial, so compare features carefully before migrating.