An Azure service that provides a platform-managed, scalable, and highly available application delivery controller as a service.
Based on your setup, ICMP is not possible due to Application Gateway. There may be an alternative in terms of testing, but not when app gateway is included.
There is a community site which details latency based on region if that helps? https://azurespeedtest.azurewebsites.net/