Since there are so many variants of foams, there should be one that can come close or beat the performance of rubber tires for your application.
Go to
www.mcmaster.com and search "foam", it will help you in seeing all the variations:
Durometer
Tensile Strength
Temperature Range
Density
Stretch Limit
Foam Structure
Compression Recovery
and many more...