G2 Vendor Directory

ScaleOps vs. Cast AI

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

MetricScaleOps

by ScaleOps - Cloud-Native Optimization

Cast AI

by Cast AI

Overall rating4.64.5
Review count96280
Ease of use9.19.1
Ease of setup9.18.8
Quality of support9.49.3
Meets requirements9.19.0
NPS81.2570.955882
Small Business1.1%21.2%
Mid-Market58.6%49.2%
Enterprise40.2%29.7%
Total page views1,5872,188
Total LLM citations4,4598,483

ScaleOps

ScaleOps is a cloud resource management platform designed to automate resource optimization in real-time based on application context-awareness. This innovative solution continuously monitors live application behavior and dynamically adjusts Kubernetes workload resources according to actual usage and contextual demands. By leveraging ScaleOps, organizations can achieve significant cost reductions, of up to 80%, while ensuring that availability, performance, and compliance with production constraints are maintained.

Pros

  • Customer Support
  • Ease of Use
  • Cost Saving
  • Cost Reduction
  • Easy Setup
  • Cost-Effective

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