Couv makes a good point that I forgot to mention.
Some techncial divers will insist that your regs should all be identical. There are a few rationales that are used to Justify that belief:
1. Commonality of parts for field repairs
2. Interchangeability for different roles
3. Interchangability during a dive
#1 is only relevent if you have the tools, parts and ability to service your own regs. I do and in the last 10 years averaging 100 plus dives per year, I have had a need to do anything more than adjust a reg during a diving day just once and that was because I had put the annual service off a lot longer than I should have. Maintaining your gear properly makes this a moot point.
What I do now however is match the IP on all my first stages so that any of my second stages can be switched to any first stage which is a quick fix for a second stage problem.
As for number 2, I am a firm believer in using regs that are optimum for each application. For back gas and stage bottle regs (that may be used at maximum depth or for travel gas at intermediate depths) I want a reg with enough flow to handle the high demands at depth. In that application, a flow by piston design is inadequate. A fully sealed high performance diaphragm reg on the other hand, may be great at depth on cold water dives, but it is not well suited to deco with high percentage O2 mixes. A high performance balanced piston reg like the Mk 25, is great at depth and, properly cleaned, is fine with high percentage O2 deco mixes. So if you adhere to the dictum that all your regs need to be interchangeable bewteen backgas, stage and deco applications, you need to be using balanced piston regs.
Personally, I see no need for that level of interchangeability. I ensure all my regs are DIN and have the same IP, then as noted above I bring along a spare O2 cleaned Mk 10 G250. The first and/or second stage can do duty as a back gas reg to replace the Mk 17 G250V's I use there, or it can serve as a deco reg to replace the Mk 9 G250's and Mk 10 G250's I use in that role.
I could use Mk 10's Mk 15, Mk 20's or Mk 25's for everything, but I prefer the dry sealed MK 17 as I dive cold water on a regular basis, and the Mk 25 is less than 100% reliable in water colder than about 45 degrees while the Mk 1 is nearly bullet proof even at depth at 32 degrees. Similarly, a MK 10 is not reliable in very cold water unless you use the SPEC kit, and that would require Christolube or Tribolune rather than silicone in the ambient chamber to keep the reg O2 clean. That is both expensive and messy, especially on a large number of regs.
The "one reg that can do everything" approach does make sense if you, your team or dive group did expedition or exploration dives where on any given dive, you may need x number of stage regs and y number of deco regs where x an y vary a lot from dive to dive, but for the rest of us, having a spare that can do either will cover it.
I am not a fan of #3. Swapping a reg in the water is in my opinion a last resort to access the last bottom or deco gas I have access to. With proper lost gas planning you should have access to enough gas to complete the dive and required deco without swapping a reg. If you remove a reg underwater to swap it to another tank you will flood it and there is a risk it will fail during the dive. This is a very small risk with piston regs, but is a larger risk with diaphragm risks, so again if you feel number 3 is important, use piston regs.
Now where it get confusing, is that many technical divers use dipahragm regs and believe in and promote 1, 2 and 3 - despite the fact that 2 and 3 are problematic with diaphragm regs. Some of the issue may be that one of the agencies pushing 1 2 and 3 used to also promote using SP balanced piston regs (where 1,2 and 3 worked) but some key people had a falling out with SP over money/sponsorship issues and switched to Apeks (diaphragm designs where 2 and 3 are problematic.) They have the right doctrine from their perspective, but are just not fully aware of the pros and cons of various reg designs as it related to that doctrine.