Rubber is probably better, most modern vehicles have rubber. But a solid mount will work. Many older cars and trucks, have the radiator bolted in to the core support with screws.
We just used 1/4" thick rubber pads to bolt down the radiator in our model A. With good money stuck into a radiator and with road shock, wanted to be safe than sorry.