A dog GPS collar does two separate jobs with two separate radios. First it works out where it is, usually by listening to GPS satellites. Then it has to get that answer to you, which it does over a cellular network, over its own radio link to a handheld you carry, or by borrowing a stranger's phone. Everything that matters about buying one — the monthly fee, the dead zones, the battery life, the range — comes from that second radio, not the first.
Step one: the collar finds itself
GPS is receive-only. The collar listens for timing signals from satellites and calculates its own position from the differences between them. It costs nothing, needs no account, and works anywhere with a reasonably clear view of the sky. It also tells nobody: at the end of this step the collar knows where the dog is and you do not.
This is why GPS needs a clear sky and struggles under heavy canopy or in a steel-framed building — and it is why “GPS does not work indoors” is true of the position-fixing half while being irrelevant to the Bluetooth tags, which never do this step at all.
Step two: the collar tells you — three ways
Cellular. There is a SIM in the collar and it uploads the position over a carrier network, exactly like a phone. You get a live map from anywhere in the country. You also get a monthly bill, because somebody has to pay the carrier for that data — the fee is not a software charge, it is airtime. Why the fee exists, in detail.
Its own radio link. The collar transmits on a licensed or unlicensed band straight to a handheld you are holding. No carrier, no account, no fee, and it works in a hollow with no bars. The catch is that it only works while you are within range, out there, holding the receiver.
Somebody else's phone. A Bluetooth tag skips the GPS step entirely. It shouts a short encrypted identifier; any passing phone on the right network hears it and reports the phone's own location to the cloud. That is why a tag is free forever and why it tells you where the dog was rather than where it is. The crowd-network mechanism, step by step.
What each one is actually good at
Cellular is the only one that answers “where is my dog right now” from your desk, and the only one that fails completely in a dead zone. Radio is the only one that works where there is no coverage, and the only one that requires you to be in the field. A tag is the only one that costs nothing and the only one that depends on strangers walking past your dog.
The features that follow from the mechanism
Virtual fences and escape alerts. Only possible on a collar that knows its own position and can report continuously, which means cellular. A tag cannot do this because it does not know where it is; a radio collar cannot because nothing is watching when you are not.
Battery life. Transmitting is what drains a collar, not listening to satellites. A cellular collar reporting every few minutes lasts days; one reporting every few hours lasts weeks. When a brand quotes battery life, the number it is really quoting is a reporting interval — ask which.
Range. A cellular collar has no range limit and a coverage limit. A radio collar has a hard range limit and no coverage limit. A tag has a Bluetooth range of a hundred meters or so to the nearest phone, and then no limit at all — which is why a tag works brilliantly in a city and poorly in a field.
What happens if the company folds. A cellular collar stops, because the servers were the product. A radio collar keeps working, because there was never a company in the loop. A tag on Apple's or Google's network keeps working, because the network is not the tag maker's. This is not hypothetical in pet tracking: whistle.com now redirects to tractive.com, a competitor, and we checked that response ourselves.
How to choose, in one paragraph
If the dog leaves your sight and keeps going, you need cellular and the plan is the price of entry. If the dog works country with no signal, you need radio and there is no fee. If the dog is lost in the house or the dog park, a tag is enough and costs almost nothing. Most owners know which of those three sentences describes their dog, and the technology follows from it rather than from a feature list. The four questions that eliminate most of the market.