You need wire bead tires and more expensive doesn't mean better as far as staying on the rim. I ran inexpensive Forte GT2/k tires on my old Schwinn hookless steel rims and was able to run 100 psi without them popping off. You should be able to run 1, 1 1/8 or 1 1/4 without issue on your rims.