I have several Inkbird TH-2 Devices, and they all exibit strange battery usage patterns. It wood work fine for sometimes weeks, and the would have an abrupt drop to below 80% and from there it would rapidly discharge over a course of a couple of days.
At first I though that some of those are affected by temperature and used lithium (expensive) batteries in those. But it does not seem to make much difference.
I'm not sure if the integration is querying the devices too often or something... All these devices are in a vicinity of a esphome-based bluetooth proxy, so they should all get decent signal, as a BT transponder would be within a few meters for each one of those devices.