SoftBank's Ohio AI Ranch Is Hard-Forking the Grid with a 10GW Gas-Guzzling Leviathan

SoftBank is reportedly setting its sights on a data-center behemoth in Ohio with a power appetite that could hit a staggering 10 gigawatts, according to Bloomberg. The chosen plot? Federally owned land that once hosted a uranium enrichment plant—because when you're building a modern AI monster, you might as well start on hallowed, slightly radioactive ground.

The initial phase aims to fire up roughly 800 megawatts by early 2028, with a projected cost floating between $30 billion and $40 billion. That's a ticket price hefty enough to instantly vault this project into the top tier of global compute hubs, proving once again that in the AI arms race, you don't just throw hardware at the problem, you throw entire national budgets.

To fuel this digital beast, SoftBank is underpinning the venture with around $33 billion worth of natural-gas power infrastructure. Turbines are already on order and will be deployed across the region through the decade's end, aiming for a total generation capacity of about 9.2 gigawatts. That's a figure that puts it in the same weight class as the nation's largest power projects, because why build a server farm when you can build an entire power grid for your server farm?

This sheer scale is a perfect mirror for the insatiable, degen-like demand for AI compute. Hyperscalers and governments are in a frantic scramble for both processing horsepower and the energy to run it, treating megawatts like they're the last rare NFTs on OpenSea. A 10-gigawatt data center would consume power on par with millions of homes, adding immense strain to grids that are already sweating under the new AI-driven load.

The whole venture is a key piece of a larger $550 billion U.S.-Japan investment framework covering energy and industrial infrastructure. It's a move that aligns perfectly with policymakers' desperate push to secure domestic capacity for the global AI race—because in this game, you either stack your sats early or get left holding the bag.

SoftBank is playing its customer cards close to the vest for now, but has indicated that partners will be involved in sourcing the all-important chips and equipment. The company is also collaborating with local utilities on a $4.2 billion transmission upgrade, because you can't run a 10-gigawatt beast on extension cords from the local hardware store.

This proposal throws a harsh spotlight on the growing tension around AI's monstrous energy diet. While data-center expansion has already triggered backlash in some U.S. regions over soaring electricity and water demands, governments are still doubling down on capacity builds. The bet is clear: staying ahead of China in advanced tech is worth the local utility bill shock and the environmental side-eye, a classic case of "we'll fix the roadmap later, just deploy mainnet now."