An Apache Spark-based analytics platform optimized for Azure.
Unexpected Azure credit consumption is usually caused by running resources such as VMs, Azure OpenAI, App Services, Databases, Storage, Public IPs, Load Balancers, or backup services that continue accruing charges even when not actively used.
Try below recommendation:
- Go to Cost Management + Billing → Cost Analysis.
Group costs by Resource and Service Name to identify the main contributors.
Review all deployed resources and delete or stop any unused services.
- Check for forgotten resources such as:
Virtual Machines
Managed Disks
Public IPs
Azure OpenAI deployments
Databases
Backup vaults
Log Analytics workspaces
5 Configure Budgets and Cost Alerts to prevent future surprises.
Use Cost Analysis to identify the resources consuming credits, remove any unneeded resources, and open a Billing Support request if you believe the charges are incorrect or require further investigation.