@DavidSacks: Back-of-envelope numbers for 1 gigawatt data center: All-in Capex: ~$50 bn Enterprise revenue generated: ~$25-30 bn/yea…
Summary
David Sacks provides back-of-the-envelope financial estimates for a 1 gigawatt data center, highlighting a ~$50 billion capex, $25-30 billion annual revenue, and a roughly 2-year payback period to illustrate the scale of the AI infrastructure boom.
View Cached Full Text
Cached at: 05/11/26, 08:36 AM
Back-of-envelope numbers for 1 gigawatt data center:
All-in Capex: ~50 bn Enterprise revenue generated: ~25-30 bn/year Electricity cost: $1-2 bn/year
~2 year payback.
The boom is real.
Similar Articles
@willdepue: A Stargate for Data Labs are on a trajectory towards >$100B/year of data spend by 2030. As we begin the trillion-dollar…
The article argues that AI scaling is hitting data limits, requiring a civilizational-scale data effort similar to compute projects, and predicts over $100B/year in data spending by 2030.
@gabriel1: 100k h100 datacenter ballpark numbers, so you know the magnitudes rounded to numbers that are easy for quick mental mat…
A quick breakdown of ballpark numbers for a 100k H100 GPU datacenter, covering GPU costs (~$3B), full datacenter build (~$5B), power consumption (~0.2GW), and annual energy costs (~$50M).
Anthropic will pay xAI $1.25B per month for compute
Anthropic will pay xAI $1.25 billion per month for compute capacity from the Colossus 1 data center, in a deal that could bring xAI over $40 billion in revenue.
The Race to Rethink Data Centers for AI’s Power Surge
AI companies are redesigning data centers to cope with surging energy demands and infrastructure strain.
xAI is looking more like a datacentre REIT than a frontier lab
xAI is increasingly acting as a datacentre REIT by renting compute capacity to Anthropic and Google, potentially recouping billions in capex within 18 months. The deals highlight the ongoing AI compute crunch and may serve strategic purposes beyond pure commerce.