G2 Vendor Directory

IBM Cloudability vs. Cast AI

A side-by-side comparison based on G2 review data.

MetricIBM Cloudability

by Apptio, an IBM Company

Cast AI

by Cast AI

Overall rating4.24.5
Review count216280
Ease of use8.49.1
Ease of setup8.18.8
Quality of support8.59.3
Meets requirements8.59.0
NPS42.32558170.955882
Small Business14.4%21.2%
Mid-Market18.9%49.2%
Enterprise66.7%29.7%
Total page views1,2662,188
Total LLM citations7,2578,483

IBM Cloudability

IBM Cloudability is built to support the organizational adoption of FinOps—the cultural practice and operational process of bringing financial accountability to the scalable, variable, and distributed nature of cloud and related costs. Its enterprise-grade FinOps features enable IT, finance, and business teams to optimize cloud, AI and Kubernetes costs and communicate the business value of these investments. Cloudability normalizes and structures billing and usage data from across public cloud ecosystems.

Pros

  • Ease of Use
  • Cost Management
  • Insights
  • Reporting
  • Cost Tracking
  • Recommendations

Cast AI

Cast AI is an automation platform for Kubernetes and GPU infrastructure. It scales, rightsizes, and migrates workloads automatically, and sources GPU capacity across clouds and regions through OMNI. Every optimization is verified: lower costs, stronger performance and reliability, and less manual toil. Cast AI reached unicorn status in January 2026 and is trusted by BMW, Cisco, FICO, HuggingFace, and Swisscom.

Pros

  • Cost Saving
  • Cost Management
  • Ease of Use
  • Cost Reduction
  • Pricing
  • Recommendations