How does Julia handle heterogeneous arrays and why are they slow?

Heterogeneous arrays store elements of abstract type, causing boxing and loss of optimization.

When an array contains elements of type Any or abstract supertype, Julia cannot infer element layout or size. This leads to boxed values and pointer indirection, which destroys cache locality and prevents SIMD optimization. Homogeneous arrays are strongly preferred for performance.