The TAD drivers measured the best , how are they subjectively against the same ...
TAD usually measure the best. And the 4003 is not part of the shootout due to rarity and price, else it measures better than the 4001 and is linear to 18khz. That ends up in making it easier to fit into a design with a simple cross over. This will reflect in sound.
Subjectively, TAD are the most detailed and nuance and most transparent to recordings (I also find that with Radian beryllium in universum). This seems to be more of a beryllium trait. There are a lot of measurements on other forums of beryllium vs non-Be diaphragms for the same JBL or Radian driver. Both TAD and Radian make the upper half of the horn sound more like an electrostat in terms of see thoroughness and soundstage feel.
Apart from that, there is always a certain tonal difference between non-metallic drivers like paper and phenolic. But which you prefer will depend on your horn design (sensitivity and impedance match with woofers and the cross over point, back loaded, front loaded or what), music taste, and what you listen for. You might like multiple, like I do. It isn't very dogmatic.
There will also be subjective differences you will hear with compression drivers and non-CD like AER or Lowther. AER bd4 and above is also extremely nuanced, and preferred more in settings you need to run close to full range. One guy who knows what he is doing preferred it to Feastrex as well, among full range drivers.
Leif and his friends listened to as well measured (and owned) different drivers in their various horns over the last decade and more. They compared various TADs, JBL, Altec, Radian, ALE 7550 DE, and 4 of them ended up with TAD 4003. I did too after hearing Leif's horn. But there are a couple of paper and phenolic I would like to own as well and rotate drivers like one rotates valves.
The above is only for midrange btw. It will change for woofers and tweeters