Dear Sumitha Mehta,
Any feedback collected should have an ulterior goal/purpose. However, receiving feedback, whether it is positive or constructive, among team members requires various factors, as suggested by a learned senior colleague. Your intention, as per the query, seems to be good in understanding employee performance, which can, in turn, be utilized to foster a competitive spirit among team members.