Last week I discovered a new tab inside VSTS; the Usage tab.
The Usage tab shows the request history of the users ordered by usage( based on Team Services Throughput Units or TSTUs). By default, visiting the Usage page will display requests for the last hour.
Another nice feature is that you can review the request history leading up to delayed requests.