If you are referring to NOS, the easy pics are Amperex, Mullard, & Telefunken. Other brands such as GE, RCA, Sylvania, & Tungsol have versions that perform as well as the above. Then you get into lesser knowns like Brimar, Lorenz, Siemens, Tungsram, & Valvo. Within these brands you have varietals such as which plant made them and plate type. Very likely any one of these would work well for you, really.
Bottom line is there is no right answer. There is no possible way to discern at a distance what works and what does not. Over the years I've found my best sounding tubes by plugging them in and listening to them. In some cases the maker's mark was smudged off. Although I could probably figure out with enough effort who made it, does it really matter? Start buying, start trying, ignore the hype, keep an open mind.
There are so many to chose from. What are the sonic differences between tube brands? What would be considered some of the better sounding?
Specifically I'm looking at 12AT7 and 6DJ8 for my SFL-1 preamp. Of the 2, which has the most possibility of sounding better?
The advice you've gotten so far is excellent...
just one thing that I'd add... Not only is there not necessarily a right or wrong answer... It is one that is subjective. Some people will prefer the sound of one tube over another and others may prefer the opposite. And even more so which tube a person prefers may be different in a given amp. A 12AT7 that sounds great in one amp may not sound as good in a different amp. A good example of differences are what might be good for hi-fi amps might be lousy in say, a guitar amp, and vice-versa.
There are few tubes out there that people universally agree are crap... that said, a lot of people have a strong preference for old stock tubes vs. some of the Russian or especially Chinese production. On the other hand even some tube snobs I know say that the quality of Russian and Chinese tubes has improved over the past few years, so possibly some day they will be viewed on par with old US or Western European tubes.
what is it about any given tube that makes it sound better than another just like it? construction? material? manufacturer? what about 'black plate" tubes? Just tyhe fact the plates are black? Are there any engineering reasons for tha way a tube sounds?
All classic commercially made high quality amplifiers and receivers (from the 1950's on up) used negative feedback circuits to reduce distortion and flatten frequency response. Some, such as the HK Citation line had nested multiple feedback loops designed in. In this situation, it is more the sound signature of the amp that you hear, rather than the "sound" of a particular tube, UNLESS the tube performs outside the design parameters for that particular tube. So if you have a 12AX7 (as an example) that meets design criteria for a 12AX7, and it has good emission, it should sound just like another comparably good 12AX7 in a commercial amp. That is my take on this.
Except of course guitar amps many of which have distortion circuits built in. MUCHO GAIN......Metallica, Van Halen, Led Zeppelin, Black Sabbath, Pink Floyd, etc. etc.