In my opinion, havin owned both Smith bass guitars and a few other basses with Smith Electronics, there is nuttin like the Smith preamp. Best ever. Well, the two and 3 band, 9v originals are the best. The newer 18v has a different feel to it I can't describe. Not bad, but different. More stiff, less lush. The early 3 band preamps are my fave. They include an output trim on the back of the mid control to control output. You can match flat active to passive output, or set your active as a clean boost. The early 2 band preamps had the best low control. Ever. But the high control then becomes a treble/high mid control. Not a bad thing, but not to everyone's taste. There is nothing like those old HaZ preamps, in Spectors or Smiths, on the market today. In my opinion.
I've also replaced a ton of preamps in my time. I would never remove the preamp from a Smith. Sacrilege. Heh heh. But for a new build? It might be fun to see what those Smith pickups would sound like thru a good replacement preamp. I know all the big names; Aguilar, Nordstrand, Pope, Glockenklang... et al. But two names that worked great for me I don't see as often. Noll. And Audere.
I've use both Audere and Noll in boutique basses, and in Squire basses, where neutral tone is required or desired. Both preamps were absolutely colorless and were very good. Audere has the win, because of solderless install. But the Noll output stayed more even when under boost cut conditions. The Audere adds a bit of output under boosting conditions.
Too many folk makin electronics for onboard use of basses. All good sounding, quiet and reliable. So, features, price and convenience become deciding factors. If you like the passive tone? Get a floor pedal made by Smith, Fodera, Aguilar, Sadowsky, Demeter, to try options without havin to open the bass, solder, etc. I love Smith pickups passive. Heck, most amplifiers come with great preamps! Heh. My process in deciding what to use comes from playin a bass to see what's lacking. Smith pickups are NOT the most powerful in output. But that's simply a gain increase on my Amp. And I don't particularly like strong basses. I play too hard. Ha!
Trial an error is the only way you'll know. Just too many options out there. Very hard to say which would work "best". But I think, today, any of them WOULD work. It's hard to ruin the sound of a Smith humbucker.