The power hungry bit is probably powering in the GPS to attach a location.
On Android at least, getting a GPS fix takes many seconds, during which the CPU cannot sleep. For that reason, a default Android phone won't power up the GPS for hours on end sometimes. Yet this find-my feature might require a GPS position every few minutes whenever a new tag is seen. That's a lot of extra power.