Interference, range and coverage also plays a big role with battery life as if reception is poor or you have interference then the device may need to retransmit the same message over and over again, so read and follow → https://community.home-assistant.io/t/guide-for-zigbee-interference-avoidance-and-network-range-coverage-optimization/515752