Compute is becoming a commodity. Its economics need a benchmark.
GPU compute is institutionalizing fast — futures, price discovery, project finance. Those markets price the output. The CEH Infrastructure Index is an emerging benchmark for the input that sets the durable economics: the energy-cost basis of the infrastructure that produces compute.
01The Moment
GPU compute is becoming a traded commodity
Two exchanges moved within ten days — a signal that institutional conviction about compute-as-commodity has reached a tipping point. The scaffolding crude oil took decades to build is forming around live compute prices now.
02The Gap
The market is pricing the output.
Not the input.
The new futures price what compute rents for — the output of a data center. But the largest unhedged variable, and the most durable advantage, sits upstream: what it costs to produce a unit of compute. That basis can differ sharply between two otherwise-identical sites, compounds across every compute-hour delivered, and outlives every chip generation that runs on top of it. There is no standardized, comparable benchmark for it.
03The Standard
A unit for the economics underneath compute
An emerging standard being established for the supply side of the compute market — measuring the cost to produce compute, not just the price to rent it.
Full methodology, component architecture, and site-level scoring are shared with institutional counterparties under NDA. This page describes the opportunity, not the mechanism.
04Who It's For
Built for the participants forming this market
“The demand for computing power is so large that a new asset class will spring up.”
— Larry Fink, Chairman & CEO, BlackRock
Bloomberg Television / Milken Institute
Bloomberg Television. Statement cited as independent market context. CEH is not affiliated with BlackRock or Larry Fink, and this statement does not constitute an endorsement of CEH.
05Engage
An emerging standard — early by design
The CEH Infrastructure Index is being established now, alongside the market it measures. We work with institutional counterparties evaluating compute-energy infrastructure, benchmarking logic, and the capital questions around them.