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Launch HN: Stoa Markets (YC S26) – A Marketplace for GPUs and AI Servers

https://www.stoaexchange.com
20•erenberke•1h ago
Hi HN, we’re Eren, Berat and Kaan. We’re building Stoa (https://www.stoaexchange.com), a marketplace for new and used GPUs and AI servers.

GPUs are the collateral in the data center buildout. Today, financing terms mostly depend on the offtaker, meaning the company that has committed to use the compute.

If that company is a hyperscaler, the financing can look investment grade. If it’s a smaller cloud or startup, terms get expensive fast, even with the same hardware as collateral.

The lender’s problem is pretty reasonable. If the borrower defaults and we need to sell these servers, what can we actually get for them? There isn’t a good answer today.

We started brokering GPU deals to understand why. It was much more manual than we expected. The hardware is still traded through phone calls, forwarded spreadsheets and long email threads.

One week, a seller quoted us $200k for a server node and another quoted $240k for what looked like the same thing. Neither was necessarily wrong. They had different information and could only see their own corner of the market.

Before we could compare the quotes, we had to sort out the configuration, condition, warranty, location and delivery terms. It’s the same information Kelley Blue Book attaches to a used-car price through the year, trim, mileage and condition. “An H100 server” isn’t enough information to know what something is worth, just as “a used BMW” isn’t.

This is also just a bad way to buy or sell hardware. A buyer looking for the best price shouldn’t have to contact several brokers and dealers separately, repeat the same request and then untangle a pile of different quotes. Sellers shouldn’t have to search for demand one buyer at a time. A market of this size deserves better liquidity.

Stoa puts the request into one format and sends it to dealers that have gone through know-your-business (KYB) checks. We verify the company, who owns it and who is allowed to trade for it. Before the request goes out, the buyer confirms the exact configuration, quantity, condition, warranty, location, delivery terms and what will be checked during inspection. Dealers return firm quotes against that same request without seeing each other’s bids. Once a quote is accepted, payment, shipping, delivery and inspection are then tracked through settlement. We don’t take possession of the hardware.

We got more than $300M in requests for quotes (RFQs) during our first month.

The immediate goal is to make buying and selling this hardware less painful. As trades build up, they also leave lenders with actual resale evidence instead of list prices and one off appraisals.

We knew from the beginning that this couldn’t be a software only marketplace. GPU trading runs on relationships, and inventory isn’t shown to just anyone. Dealers need to trust the people bringing them clients, and clients need to trust that quotes will actually turn into trades. We built those relationships over time by brokering deals ourselves. Stoa gives people a cleaner way to trade, from the first RFQ through settlement, but it doesn’t replace the trust underneath. Those relationships, and the history of who actually follows through, are a big part of our process.

We’ve known each other for more than ten years. We have founded companies, traded interest rate derivatives, built trading and pricing systems for oil and gas. We learned GPU trading by doing the deals ourselves, and Stoa grew out of the problems we kept running into.

We charge a tiered fee on completed trades, with lower fees at higher volumes. It’s free to sign up at https://www.stoaexchange.com/signup. If you’ve bought, sold, financed or had to liquidate GPUs, would be great to hear your take!

Comments

mayank•36m ago
I assume this is a strictly B2B proposition in spite of "built for every side of the GPU market" -- meaning I'm probably not going to be able to buy/bid on small (e.g. 2-8) lots of used, matched RTX 3090s for example?
erenberke•33m ago
For now, we are focusing on institutions, since most of this hardware has strict export controls. We deal with all sizes though, we can do a single card to 1024 servers. Can always reach out to us to see if a specific request would fit in the marketplace or not
htrp•28m ago
hows this different from vast ? or some of the other players inn the space?
erenberke•23m ago
Our primary focus is on trading the physical hardware, most of the marketplaces we see are rental focused. Our thesis is as open source models become stronger and stronger, owning your own hardware will become more prevalent
jawdatz•23m ago
Is pricing spot-only or do you support forward commitments? GPU supply deals seem to want term structure - a lab locking capacity for 6 months cares about a very different price than burst spot. Curious how you handle default risk on the longer terms.
erenberke•
17m ago
We do both! Solving for the forward curve has very interesting applications in the GPU market, as depreciation is a big factor.

We have credit limits/margins in place to be posted for any forward trades which helps with the default risk, similar to other commodity markets. Users can enter the delivery timing details as they create a request, and dealers will price accordingly.

Most of the hardware has super long wait times right now (16-24 weeks), and there is no market structure today that allows to price the differential between a spot, immediately available B300 server vs one with 16-24 week lead time. Our marketplace allows to observe that.

plainviewinstru•20m ago
this is sick — how does price discovery work? RFQ/orderbook?

also how are you dealing with fraud/recourse?

erenberke•13m ago
glad you like it! we aggregate de-identified pricing from transactions we observe, and whenever you create a quote, you will see an indicative range of what we think your config is worth. This can deviate from the price you get based on the liquidity in the market, but from our experience, it has been super helpful especially for end users.

Anyone we onboard to the marketplace goes through strict know-your-business checks. We never release any payment to the sellers before a transaction is inspected and verified by the buyer, essentially like an escrow service but for free (instead of around 7% at escrow.com).