Capacity

How to Find GPU and Data Center Capacity: A Buyer's Playbook

Start with requirements, not providers

The most common reason capacity searches stall is that the first call happens before the requirement is written down. Providers cannot quote what you have not defined, and every vague answer costs a week. Before you contact anyone, put five things on one page: how much power you need and when, what hardware you will run and how many units, where it can be located, how long you want to commit, and how your needs might grow after the first phase.

Know which kind of capacity you are buying

Capacity comes in several forms, and mixing them up wastes time. Colocation gives you space, power and cooling for hardware you own. Dedicated GPU rental gives you access to GPUs someone else owns and operates, from a few nodes to very large clusters. Powered shell or powered land gives you a site with power secured but little else, which suits long-horizon builds. Each has different timelines, contracts and risks, so decide which one fits before you search.

Build a shortlist from more than one source

Public listings show only part of the market. A meaningful share of capacity is pre-leased, held for existing customers or only offered through relationships. A good shortlist mixes sources: directories, operators you already know, and advisors who see inventory that never gets published. Aim for a handful of serious candidates rather than a long list of maybes, because every candidate needs real diligence.

Compare options side by side

Quotes arrive in different shapes, which makes them hard to compare. Normalize them. Put price per kilowatt per month, contract term, ramp schedule, rack density, cooling method, network options, power source and expected ready date into one table. Then add the line items that quotes tend to bury: setup fees, power pass-through, remote hands, cross-connects and escalators. The cheapest headline price is often not the cheapest deployment.

Do diligence early, in parallel

Deals usually fall apart late, and almost always for reasons that were knowable early: the power was not as available as claimed, the cooling could not handle the density, or the ready date slipped. Ask for evidence rather than assurances. Ask to see utility commitments, commissioning schedules and reference customers. Run diligence on your top two or three options at the same time so that one failure does not send you back to the start.

Where a sourcing partner helps

Searching, comparing and negotiating is a full-time job, and your engineers should be building, not chasing capacity. A sourcing partner takes the legwork: finding options, translating specs, running the comparison and keeping every party moving to signature. Ask any advisor, including us, how they are paid and who they work for, so you know whose interests shape the recommendation.

Want help running this process? Tell us what you need and we will go to market for you.

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