Why it matters
Engineering teams relying on unreserved on-demand capacity face immediate margin compression during training and scaling phases. Securing predictable capacity or optimising workload efficiency is vital to keep operational infrastructure expenditure sustainable.
Key points
- Spot compute rental prices are currently twice as expensive as long-term leasing commitments.
- Short-term spot capacity costs have spiked to between forty billion and fifty billion dollars per gigawatt annually.
- Prevailing market rates now sit at four times the return threshold for compute infrastructure investments.



