Over several iterations I have learned a few things and a couple of biases to go along.
First for tubes, noise especially hum and buzz is the worst.
In terms of noise and distortion tubes have a sweet spot or preferred operating voltage and bias current. How do you know where that sweet spot is?
Using a Keysight variable voltage DC Supply, a resistor switch box and an AP Analyzer I hook up the vacuum tube bread board and start cranking up the voltage, adjusting the cathode resistor value then watching the continuous FFT display of the analyzer. It is pretty straight up selecting the optimal voltage and current operating point for the vacuum tube under test. As the voltage goes up the noise maybe goes up and the measured distortion goes down. If you set the test band to eliminate the power supply hum and buzz the SINAD peaks at the sweet spot. If you look at the plot you can see rising 1/f noise with decreasing frequency. I used a TT-106-OT transformer from
https://www.transcendar.com/single-ended-transformer/5-watt-se/
Once you have the voltage and current bias point selected then you put together the power supplies. Both the B+ and heater supplies need to be really clean. For the plot, the B+ was a shunt regulated thing from KandKaudio.com and the heater supply is something I cobbled together. Using a voltage divider the 12 volt Heater is referenced to ¼ of the B+ supply voltage. If the heater supply has ripple the ripple leaks into the B+ supply and shows up as power supply hum and buzz on the FFT.
In terms of tube distortion the headphone driver distortion is greater in magnitude making the discussion of tube amplifier distortion only academic.
Thanks DT