How does Pandas optimize DataFrame concatenation internally?

Concatenation is optimized by aligning columns and minimizing memory copying.

Pandas concat attempts to align columns by name and dtype, then allocates a single output buffer when possible. If memory layouts differ, it falls back to copying. Vertical concatenation is cheaper than horizontal concatenation due to fewer alignment constraints.