16GB vs 8GB for Matlab: 16GB is the real minimum for serious work

8GB will fight you — you’ll hit swap, slowdowns, and crashes on anything beyond tiny toy simulations. 16GB gives breathing room for datasets, matrix ops, and loops. Go 32GB for larger models or parallel computing, but don’t cheap out on RAM.