We and colleagues recently published a journal article showing that, contrary to widespread belief, NetLogo is well-suited and computationally efficient for large and complex scientific models.

The article provides techniques for finding and eliminating slow parts of a NetLogo code, often speeding up execution by orders of magnitude. The article, supporting information, and updates since its publication are here.