I have good access to a Costco, so that's what I've settled on. I'm in Chevron country though otherwise. I did not find all of the evidence you did that Shell was best, but I always for some reason had it in my mind that it was the best. Unfortunately Shell stations are few and far between.
So I'm using Costco mostly and then using Redline SI-1 at least once a year, and I'll see how it goes.
It's debatable whether Shell or Costco is better than the other, but I do believe they're the two best followed closely by Chevron, then U76. But all Top Tier are very good.
The other issue is how to define best. Best for clean injectors and clean combustion chamber (valves, pistons, rings), or best for wear prevention, or best for horse power.
The various independent tests I've seen stated the following:
Best for cleanliness: Shell & Costco are best, followed by Chevron, followed by U76 and the other Top Tier brands.
Best for cylinder and rings wear reduction: Shell followed by Chevron. No other TT were independently tested for this, at least none I could find. So I don't know how the others are for wear reduction. I assume the others are at least better than non TT.
Best for horsepower (tested on dyno): Shell and U76, followed by Chevron. I did not find any tests of other TT for HP.
Best for gas mileage: Likely Shell and U76. That wasn't tested, but I theorize that since they give more power, they might burn more efficiently for more gas mileage.
There are some brands of fuels with higher amounts of additives (Exxon for example, and Costco) than Shell, but more isn't always better. Allegedly/reputedly according to several high performance tuners and dyno testers Youtube videos too much additives can reduce tested HP on dyno. So maybe there is such a thing as too much additives.
I'm of the (admitedly amateur) opinion that there's a sweet spot for type and amount of fuel additives where there's enough to keep things clean, but not so much that horsepower or fuel economy suffer. IMO Shell is in the sweet spot where it keeps things very clean while still giving excellent power and gas mileage.
Search Youtube for Lake Speed Shell gas antiwear testing.
Search Youtube for Shell vs Chevron dyno horsepower test or comparison. I didn't find any related videos for U76, but Corvette forums and muscle car forums often prefer Shell or U76 for high performance. I lurked at those forums.
I assume that Philipps 66 & Sunoco are same as Union 76?