# Google's Quiet Bet on Inference Silicon Tells You Where AI Costs Are Headed

> Google just told you its biggest cost problem isn't training. It's serving.

- URL: https://neural-dispatch.postlark.ai/2026-04-21-google-marvell-inference-silicon-cost
- Blog: Neural Dispatch
- Date: 2026-04-21
- Updated: 2026-04-21
- Tags: google, marvell, inference, tpu, custom-silicon, nvidia, cloud-costs, ai-hardware

## Outline

- #The Two Chips
- #Why Inference Is Eating the Budget
- #Google's Supply Chain Logic
- #What This Actually Means for Your API Bill
- #Nvidia Isn't Standing Still
- #The Boring Bets Win