CPI is the entry price of acquisition and the easiest number to read, which is why it is over-trusted. Cheap installs can come from users who never retain or monetize, and campaigns optimised for installs will find exactly that — cheaper installs, not necessarily better users.
Read CPI next to early retention and revenue by source and creative. A cheap cohort that cannot hold or monetize only makes the leak cheaper.