I'm not a solo diver. At least not yet. It will be my next certification, but not so I can conduct solo dives per say. More do because I'm a DM that helps with OW courses and if you think about it, anytime I'm diving with students, what are the chances they're going to be able to assist should I suffer a gear malfunction, OOA situation, etc.? Also, my son turns 10 in September and will get his OW shortly thereafter. Again, when it's just he and I diving together, what is the probability that he'll be able to help me during an incident? So I look at solo diving from a little different perspective than most.
Now on to why you dive redundant air supplies. Bottom line.....why dive ANY redundant gear? It's simple. Just In Case. As you can probably tell in my avatar I typically dive a full face mask. Air is integrated so should something go wrong with any part of it, the entire thing fails. So when I dive it I ALWAYS have a regular mask in one BC pocket and a spare 2nd stage fitted w/ a QD in another. Case in point: Last month in Cozumel on a shallow <30 ft dive, the o-ring between the two hemispheres of my omni-swivel failed, free-flowing air into the Caribbean. I had plenty of time to make a normal, controlled ascent and abort my dive. But because I dive redundant gear, rather than have to call my dive, I disconnected my primary hose from the swivel (QD fitting), doffed my ffm, switched to my octo and donned my regular mask. Once I'd calmed down a bit and was breathing normally again, I pulled out my backup 2nd stage and connected it to my primary hose then switched to it and stowed my octo, thus restoring me to "normal" status, meaning should anyone suffer a failure/OOA situation, I could donate to them. Was carrying a backup 2nd stage completely necessary? Maybe not. But it kept me diving normally for another 15 minutes. And more importantly it gave me additional peace of mind so I wasn't worried for the remainder of my dive.
So all in all, I guess it's really what you're comfortable with. But plan for the worst.