I hated those plastic wheels. They wouldn't last me very long, between the rough concrete surface and always soaking in oil they didn't hold up well for me. The steels were much better for me.
Does anyone make a steel wheel creeper anymore? the last few I've bought have been rubber tires. They dont hold up too well to oil either. But a $10 creeper seat from harbor freight will give up its tires easy enough.