You Do Need power plug adapter while traveling from Tonga to Chile.

Here is Why You Need An Adapter

The outlet and plug type used in Chile are C and L and in Tonga is I. This is how they look like.

Tonga

In Tonga, outlets of type I are in use.

Type I

Chile

In Chile, outlets of type C and L are in use.

Type C

Type L