Maybe it is more complicated as a concept, but the implementation is much more simple. They're using a MCU with integrated radio, it's almost free to add the RF source to the base system only using the avalanche diode.

A HV geiger tube and embedding a radiation source would be much more complicated / expensive to build, especially on small scale.