G2 Vendor Directory

Google Cloud Trace vs. Cast AI

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

MetricGoogle Cloud Trace

by Google

Cast AI

by Cast AI

Overall rating4.34.5
Review count71280
Ease of use8.59.1
Ease of setup7.88.8
Quality of support8.49.3
Meets requirements8.59.0
NPS49.23076970.955882
Small Business36.6%21.2%
Mid-Market32.4%49.2%
Enterprise31.0%29.7%
Total page views1032,188
Total LLM citations898,483

Google Cloud Trace

Find performance bottlenecks in production

Pros

  • Features
  • Easy Access
  • Customer Support
  • Implementation Ease
  • Ease of Use

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