MATLAB-to-C++ migration for stochastic simulation

How can I preserve MATLAB vectorized Monte Carlo code performance when migrating to C++? I'm migrating a stochastic simulation codebase from MATLAB to modern C++. A common pattern throughout the code is large vectorized