This guide compares Finout, Cloudability (IBM Apptio), and CloudZero across pricing, cost allocation, Kubernetes support, AI capabilities, and use cases. If you’re a FinOps practitioner, engineering leader, or finance stakeholder evaluating cloud cost management platforms in 2026, this breakdown will help you decide which one fits.