I finally tested Pecota vs the others. For hitters with minimum of 500 AB, Pecota had an r = .736. Very impressive, beating Ron Shandler's second place of .702. Their method of finding comparable players might just be on to something.
For pitchers, they were at .451, better than several others, but in second place after ZIPS.