Described embodiments provide systems and methods for replaying a service graph of a plurality of microservices. A device stores a plurality of snapshots of a service graph of a plurality of microservices generated for each of a plurality time increments over a time period. Each of the plurality of snapshots of the service graphs include metrics at a respective time increment from execution of each of the plurality of microservices. The device receives a request to replay the service graph. Responsive to the request, the device displays at least two or more of the plurality of snapshots of the service graph in sequence corresponding to two or more of the plurality of time increments.