Cost Predictability

Packaged end. Profile and volume-based licenses. Costs are predictable up to the cap; exceeding the cap triggers contract renegotiation rather than a runaway bill.

Composable end. Consumption-based pricing in the CDW. Costs scale with actual query volume — you pay only for what you use, but a poorly-optimized query at 3am can produce a surprise bill.

What it determines. Finance team comfort, the importance of FinOps practices, and which team bears optimization responsibility. Packaged cost models suit finance teams that prefer flat-rate planning; composable cost models reward organizations with strong query-cost discipline.

Reality check. The "predictability" of a packaged license is real but not free — overages and renegotiations are themselves volatile. The "unpredictability" of consumption is reducible with good governance (resource monitors, query-cost dashboards, budget alerts).