Start with this:
https://forum.audiogon.com/discussions/satisfying-is-not-settling
I have replaced, changed tubes, moved to ’matched sets’, but never an active tube roller, I just don’t want to go there. Never capacitors, oh hell no.
I check tubes in a unit (new or used) with my simple tube tester (how could you live without a tester), then, if it sounds good, leave it alone, listen, enjoy, routinely check them every 6 months.
A short, a weak tube, a blown tube: now research is needed to make a choice, and test what I receive, listen, good, or, listen, nah.
I don’t need instant comparison, some sound great, some just don’t have the degree of involvement I used to get with known content. Just not right.
Nah, well hopefully I bought from a source that accepts returns, at least exchanges.
Sound bad: Brent Jesse (recently sold) had me break them in 1st, in case that made a difference (on, 60 hrs, no signal needed). Nah after that, pick an alternate, Oh Yay, happy days are here again, DONE! (for a while).
IOW, even if not rolling, it’s not always easy.
When I retired my vintage fisher 80az mono blocks (no remote volume), whatever I chose had to sound as good as them. Research, based on an amazing review I chose a Cayin A88T, luckily it sounded very good, then I changed type: 6550 to KT88, they sounded even better to me. Not brand rollling, but type rolling I guess.
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BIAS. Think about bias when changing tubes, you might want to start with a unit that has both safe and easy external bias adjustment and even has bias meters built-in. A few have auto-bias, I don't know more than that.
Later Cayin models have easy external bias, but my speakers are 16 ohm, and the only version that has 16 ohm taps is Mark 1. Sadly, bias is 4 adjustments, internal, no meters, old and shaky, I paid VAS to re-bias for KT88's. I did not hear any difference pre/post bias adjustment, maybe someone else might, just got it put right because I read I should.

