1. A system for comparing two versions of a cloud based application in a production environment using segregated backend systems comprising: one or more processors; a production environment, wherein the production environment includes one or more production environment components used to implement an application in the production environment selected from the group of production environment components consisting of one or more computing environments used to implement the application in the production environment, wherein at least one of the one or more computing environments used to implement the application in the production environment is a cloud-based computing environment; one or more computing systems used to implement the application in the production environment; one or more virtual assets used to implement the application in the production environment; one or more hypervisors used to implement the application in the production environment; one or more communications channels used to implement the application in the production environment; one or more firewalls used to implement the application in the production environment; one or more routers used to implement the application in the production environment; one or more communications endpoint proxy systems used to implement the application in the production environment; one or more access control systems used to implement the application in the production environment; one or more load balancers used to implement the application in the production environment; one or more databases used to implement the application in the production environment; and one or more services used to implement the application in the production environment; and at least one memory coupled to the one or more processors, the at least one memory having stored therein instructions which when executed by any set of the one or more processors, perform a process for comparing two versions of a cloud based application in the production environment using segregated backend systems, the process for comparing the two versions of the cloud based application in the production environment using the segregated backend systems including: implementing a first version of an application in the production environment; implementing a second version of an application in the production environment; providing two or more backend systems associated with the implementation of the first and second versions of the application in the production environment, wherein at least one of the two or more backend systems used to implement the application in the production environment are backend servers implemented in a computing environment that is distinct from the cloud-based computing environment; receiving actual user data; routing a first portion of the actual user data representing user data from a first group of users to be processed by the first version of the application using a first backend system of the two or more backend systems; routing a second portion of the actual user data representing user data from a second group of users to be processed by the second version of the application using a second backend system of the two or more backend systems; processing the first portion of the actual user data using the first version of the application in the production environment and the first backend system of the two or more backend systems to transform the first portion of the actual user data into first portion of actual users' results data; processing the second portion of the actual user data using the second version of the application in the production environment and the second backend system of the two or more backend systems to transform the second portion of the actual user data into second portion of actual users' results data; and analyzing the second portion of actual users' results data to evaluate the production environment and/or operation of the second version of the application in the production environment.