The news
On September 29, three GPU cloud providers, QumulusAI (QMLS), Axe Compute (AGPU) and Bitdeer Technologies (BTDR), announced multi-year AI capacity deals. Their GPU cloud contracts show customers committing cash years ahead, a structure that puts more of the risk on the buyer.
QumulusAI said it signed two three-year take-or-pay agreements worth a combined $240.9 million for more than 2,000 Nvidia (NVDA) Blackwell B300 GPUs in two dedicated clusters. Under a take-or-pay contract, the customer pays for reserved capacity whether or not it uses it.
The larger deal, $211.9 million with a company that runs an AI inference platform, carries two one-year extension options valued at $70.6 million each. The smaller, $29.1 million with a generative-AI inference platform, has a two-year option valued at $19.4 million. Both customers signed earlier deals with QumulusAI in July. The company expects to hand over the smaller cluster in December 2026 and the larger one in early 2027. Chief executive Michael Maniscalco said inference platforms "are backing those plans with cash."
QumulusAI shares fell 15% in early trading on September 29, erasing a 15% premarket gain, Investing.com reported. In August, the company reported second-quarter revenue of $6.7 million.
Axe Compute, based in Pittsburgh, said it has received more than $184 million in customer prepayments and signed over $266 million in new AI infrastructure contracts since reporting second-quarter results in August. The new agreements run for up to 60 months and include Grace Blackwell 300-class hardware. Axe said contracts signed over the past seven months total more than $3.45 billion. In its second-quarter results, Axe reported revenue of $3.2 million and cash of $21.9 million at the end of June, and said customer prepayments are generally non-cancellable and non-refundable.
Bitdeer said its Bitdeer AI unit has off-take commitments for more than 70% of the roughly 21.7 megawatts at its A201 data center in Johor Bahru, Malaysia, worth more than $1.7 billion in expected revenue over five years. The site is targeted for energization in the first quarter of 2027. Bitdeer said it expects to fund growth toward up to 350 megawatts by the first quarter of 2028 mainly through customer prepayments, operating cash flow and financing secured against contracted cash flows.
The numbers
- QumulusAI new take-or-pay contracts (3 years)
- $240.9 million
- QumulusAI GPUs covered
- More than 2,000 Nvidia B300
- Axe Compute customer prepayments since Q2 results
- More than $184 million
- Axe Compute Q2 2026 revenue
- $3.2 million
- Bitdeer A201 expected revenue over 5 years
- More than $1.7 billion
- Bitdeer total expected revenue backlog
- About $2.9 billion
Why CEOs should care
For CFOs, a take-or-pay GPU contract behaves more like a fixed obligation than a usage-based cloud bill. It locks in payments for three to five years whether your AI demand grows or not, and a prepayment is cash that may not come back. Ask how the commitment will be treated in your accounts, what happens if your own demand falls short, and whether unused capacity can be resold or reassigned.
For buyers and CIOs, the terms that matter most are delivery and exit. QumulusAI's larger cluster is not due until early 2027, and Bitdeer's A201 site is not scheduled to be energized until the first quarter of 2027. Ask what credits or refunds apply if capacity arrives late, what service levels apply once it is live, and whether you can walk away if they are missed. Multi-year terms also tie you to one GPU generation: Bitdeer says A201 is designed for both GB300 and next-generation Vera Rubin systems, so ask whether an upgrade path is written into your own contract.
For boards, the provider's financial strength is now part of the deal. The prepayments Axe Compute has received since August are more than 50 times its second-quarter revenue, by our calculation, which shows how much customer cash is funding growth at these firms. Before signing, ask for audited financials, where prepayments are held, whether the hardware serving you is pledged to lenders, and what happens to your capacity if the provider defaults.
The bigger picture
The pattern across all three announcements is that GPU providers are using customer commitments to pay for hardware before it is installed. Bitdeer names customer prepayments as a primary funding source, and Axe describes its prepayments as capital committed ahead of delivery. That model works while demand for AI computing stays strong. If it cools, or if a provider stumbles, customers holding long, prepaid contracts are among the first to feel it. The large cloud providers remain the main alternative; in a September 28 column in The Register, Corey Quinn argued that Amazon Web Services should embrace a role as a wholesale supplier of AI infrastructure. Buyers comparing the two should weigh exit rights as closely as price.
What’s next
Watch QumulusAI's handover of its smaller B300 cluster in December 2026 and the larger one in early 2027, Bitdeer's A201 energization target in the first quarter of 2027, and Axe Compute's next quarterly report for updates on contract liabilities and cash.
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