For example the well-known nRF51: https://devzone.nordicsemi.com/f/nordic-q-a/1657/how-to-mini.... It can be as low as 20 uA. Between advertisements 4 uA.
"This mobile tracker is seemingly designed to resemble a popular Bluetooth tracker and sports a LTE-M radio and GPS receiver. But as mentioned here and here, a leopard can’t change its spots."
They try to be as low power as a Bluetooth tracker, but they just can't. It will never be actually low power.
On two AA batteries, 10 years. It's plural.
LTE-M is a high(well couple of kilobytes per second) bandwidth, full duplex, high duty cycle transport layer. Not only that, its relatively long distance (well kinda)
Bluetooth is short range < 30m, and at high bandwidth shorter range. yes it can be full duplex, but not at low power (I've not validated that claim though) The BLE beacons don't emit a location every 4 seconds, they also don't have a GPS on all the time eating 35mah.
Lora has a maximum duty cycle of something like 5% (ie it has to be not transmitting 95% of the time) not only that, its not designed for realtime two way communications, It's niche is a sensor reporting the state of a sensor every n minutes.
You just basically say so by explaining how much higher the bandwidth is.
The thesis of the author of this article still stands. It's not just GPS.