Analysis
Ornn, a startup that routes spare GPU capacity between data centers and AI companies that need it, is in talks for a new funding round that would value the company near $1 billion, Newcomer reported Monday, with Thrive Capital and General Catalyst reportedly discussing participation. Ornn is one of four venture-backed startups racing to turn AI compute capacity itself into a tradable financial asset, as exchanges including CME Group and ICE prepare to list compute-linked futures contracts.
What Ornn and its rivals do
- Ornn -- in talks for a new round near a $1 billion valuation; raised a $33 million seed round in June led by a16z crypto. Routes spare GPU capacity between neoclouds, data centers and AI startups and is building toward standardized, commodities-style pricing and brokerage services. ICE has said it plans to list contracts referencing Ornn's Compute Price index, pending regulatory approval.
- Silicon Data -- raised a $30.5 million Series A in August from Valor Equity Partners and Atreides Management's joint AI fund. Publishes an hourly GPU rental price index built from roughly 100 sources and does not broker access itself.
- Architect -- raised $35 million last December. A derivatives exchange led by former FTX US president Brett Harrison, now adding compute-futures products.
- Liquid Compute -- raised a $15 million seed round in September from FirstMark Capital and Chemistry. Has applied to launch a US exchange for compute futures and options.
“- Ornn -- in talks for a new round near a $1 billion valuation; raised a $33 million seed round in June led by a16z crypto.”
The exchanges getting involved
CME Group has moved furthest toward an actual listing: it announced in August plans to launch cash-settled H100 and B200 Rental Index Futures with Silicon Data, each contract representing 730 GPU-hours and priced with a minimum tick of one cent per GPU-hour, originally targeting an October 5 start on NYMEX pending regulatory review. That launch has since been pushed back, Newcomer reported, and the CFTC has issued a request for comment on whether GPU capacity is standardized, interchangeable and liquid enough to support a futures market in the first place -- the same basic question regulators asked before oil, and later carbon, became tradable commodities.
Why compute financialization is hard
None of the four startups has regulatory sign-off to sell compute futures yet, and GPUs complicate the commodity analogy in a way oil or metals don't: unlike metals, GPUs depreciate rapidly as new chips reach the market, undercutting the idea of a stable, storable underlying asset. It's also unclear whether today's compute shortage -- the demand driver behind all four companies -- is structural or temporary; two investors told Newcomer they passed on deals in the category specifically because they couldn't resolve that question. The dynamic echoes what Pulse has tracked in AI infrastructure's growing reliance on debt and credit markets, where capital is increasingly financing compute buildouts whose future value is just as hard to pin down.
A near-$1 billion valuation for Ornn, if the round closes, would mark one of the largest marks yet for a company whose core product doesn't yet have regulatory approval to exist in its intended form. That's the trade institutional backers are being asked to make: pay up now for a market that may take years, or may never arrive, to get regulatory sign-off.