
NVIDIA Alternatives for Inference: Only Trainium Pays Off
Normalised to dollars per TB/s of memory bandwidth per hour, only AWS Trainium2 beats NVIDIA on a price you can actually get quoted. Google's best inference chip has no published rate, AMD's case dies at hyperscaler pricing, and Intel Gaudi 3 has no successor.
September 3, 2026 · 17 min read