AWS passing a 20% NVIDIA compute surcharge to customers signals hyperscaler margin pressure and actively incentivizes substitution away from NVIDIA GPUs toward proprietary silicon.
AWS carves out Trainium from NVIDIA price hikes, accelerating customer migration to Amazon's own silicon and widening AWS margins.