I find that the magnetron typically fails by either going open circuit on the filament, or by overheating from a clogged cooling fan. Typically the common faults are the door switches, the latches for them, and the diode failing, along with fuses failing from thermal cycling. I have a largish collection of slightly used magnetrons, from ovens that failed mostly from switches and cavities rusting out, and in general with the common microwave irrespective of the make you typically find 3 different magnetrons in use, only varying in the orientation of the input power connector and the mounting holes for the magnetron, and then you find the shrouds used vary if there is a thermal switch on the shroud or on the magnetron body, though they all have the holes for it already there. Other than that no difference in them, they all use a similar size capacitor, diode and perhaps a high voltage fuse.
Power wise you cannot operate a magnetron at low power easily, you need a certain anode current for it to oscillate, below that it simply is a power diode, and the frequency stability varies with voltage, temperature and anode current, which is why the ISM band at 2.4GHz is so wide, so that the manufacturers can keep the tolerances of mass produced punched plates inside down. 2.4GHz chosen as you could get it back then with cheap components and magnetics, as the first magnetrons used Permalloy magnets, so had to be kept large enough to keep the magnets cool. Ferrites made the magnetron assembly smaller, but the actual body size didn't change, just the magnetic circuit. Probably about the only thing you find that has not been made cheaper by using copper coated steel, or CCA, though the transformers certainly have been optimised to the bare minimum volume and windings, relying on the forced air cooling to survive, along with class H insulation.