In the pre-transistor times, radios were heavy and used a lot of energy. Even in WWII, field radios weighed about 35-40 pounds. A soldier with a radio could not carry a lot of other equipment.

https://en.wikipedia.org/wiki/SCR-300

Vacuum tubes are a clumsy technology.