Queries are faster in SSMS 2008R2 as compared to SSMS 2016
Changing the below setting and uninstalling some add ons for SSMS 2016 helped me -

HKEY_CURRENT_USER\Software\Microsoft\SQL Server Management Studio\13.0\UserFeedbackOptIn

Thanks @Kin.