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The price jump
Both clusters are B200s, the same size and identical in every other way. Depending on the starting point, prices for this kind of compute are up 50 to 60 percent in six or seven months. Another inference cloud is planning to pay 100 percent more for Blackwells when its contract expires.
Why contracts were signed
Even the most bullish buyers in 2024 and 2025 expected GPU prices to decline slowly, and bearish ones expected a steep drop. So buyers signed long-term contracts, and many of the newer GPU clouds had to, because they needed an off-take agreement to finance the chips.
The installed base of compute is now contracted at a steep discount to the current spot market. As those contracts roll off, compute gets repriced higher, and it would reprice higher even if spot prices declined from here.
Why do GPU clouds need long contracts?
Building a GPU cloud takes enormous upfront capital for chips, networking, and power. Lenders generally want proof that revenue is coming before they finance that much hardware. A signed customer commitment, called an off-take agreement, gives them that proof and lets them size the loan against it. The same logic is used to finance power plants and shipping vessels, where a long-term buyer is lined up before construction begins.
How can a chip rent for more as it ages?
A chip's rental price follows what its output is worth, not what it cost to make. When demand for the output rises faster than supply of machines, existing machines earn more. Shipping works the same way: the number of ships is fixed in the short run, so charter rates swing with cargo demand. The Baltic Dry Index, which tracks dry-bulk shipping rates, has moved by multiples within single years.
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