Memory bandwidth is one of the most important factors. The Max machines typically have higher bandwidth than Pro (you should look up these exact models to verify though). Having said that, you could run bigger models with 64GB.

I went with a 64GB M2 Max a few years back even though it stretched my budget and I'm glad I did. I'm not sure what I'd pick in this case. Tough call.