Why were the vacuum tubes replaced with transistors?

Transistors used less power, high speed types of transistors began to operate faster than tubes, lower voltages needed, less power dissipation, and greater reliability.

Note the early junction transistors were too slow for anything but audio amplifiers. It took about a decade to solve this problem. The first radiOS to use transistors were called "hybrid radiOS" as the RF and IF sections still used tubes.