CAST AI vs Google Cloud Cost Management

CAST AI is an Application Performance Automation platform for cloud-native operations and Kubernetes automation. It automates workload rightsizing, node scaling, GPU and Spot optimization, and issue remediation. Rightsizing adjusts CPU and memory requests, limits, and replicas in response to workload behavior. The platform says its engine can predict Spot interruptions up to 30 minutes ahead and migrate workloads before a slowdown. Agentic runbooks can address operational and security issues, with approval required for each change before it ships.

Teams can connect clusters in read-only mode without infrastructure changes. Listed environments include AWS, Google Cloud, Azure, Oracle Cloud, IBM Cloud, OpenShift, Rancher, VMware Tanzu, AliCloud, kOps, PostgreSQL, MySQL, and on-prem Kubernetes. Cost tools include allocation, spend forecasting, rightsizing guidance, and commitment management. CAST AI integrates with tools including Grafana, Terraform, Prometheus, Jira, and Pulumi. It is available on the web and as self-hosted software. Pricing is custom and available on request; a free trial is available.

Google Cloud Cost Management helps organizations monitor, control, and optimize costs for Google Cloud. Its console reports and dashboards show current cost trends and forecasts. Teams can organize costs by organization, folder, project, or label, and use granular permissions to control who can spend, administer billing, or view costs. Budget thresholds can send alerts to stakeholders by email or Pub/Sub; programmatic notifications can also trigger actions to throttle resources and cap costs. Quotas help control spend rates, while recommendations address cost and usage and can be applied to realize savings. Billing usage, cost, and pricing data can be exported automatically to BigQuery. Billing APIs provide access to manage billing accounts, and the App Optimize API supplies resource cost and utilization metrics for dashboards and agents. The tools are available through web and API at no additional charge to Google Cloud customers. Customers still pay for the Google Cloud services they use, which may include BigQuery, Pub/Sub, Cloud Functions, and Cloud Storage. Google Cloud also provides free billing and payments support.