Whether you’re deep in a cloud negotiation right now or simply know one is inevitable, understanding how hyperscalers structure their contracts is the edge that separates a good deal from a costly one.

AWS, Azure, and GCP don’t make it easy. Their commitment-based pricing models are complex by design, built to maximize their leverage while minimizing yours. Discounts that look generous often come with strings attached, incentives that seem straightforward rarely are, and the gotchas buried in contract terms can cost your organization for years.