MOLAP (Multidimensional OLAP) pre-aggregates data into cubes for fast query performance, making it ideal for small datasets with complex analytical models. ROLAP is better for large data, and HOLAP combines both but adds complexity. For small data + complex models, MOLAP's pre-computation advantage shines.