From my experience with another preamp, only V1 counts. I've tried different brands, and I couldn't tell the difference for the same class. I'm 56, so maybe my ears have lost a bit of accuracy. But from what I have read, brands and quality will affect the reliability more than the tone. Maybe changing the brand can make a difference for a guitar, or a hi-fi amp, but for bass honestly, I think it's just not worth it.
Also this amp doesn't have a great reputation, so maybe you are deceived because it doesn't sound as expected, and I'm sorry to say it's not a problem of tube quality or tube brand, it's more likely to be a not-so-good amp design.