It’s definitely a lot easier with a planer unless you already have all of the wood cut to the same height. You can do table saw rips and then glue things up and sand it smooth without a planer though.
Ohhhhhh that makes sense. I got excited you were making something from cherry. I did a cherry, walnut and maple cutting board before, so when you said cherry I thought you were doing something similar.