You Do Need power plug adapter while traveling from Switzerland to Israel.

Here is Why You Need An Adapter

The outlet and plug type used in Israel are C and H and in Switzerland are C and J. This is how they look like.

Switzerland

In Switzerland, outlets of type C and J are in use.

Type C

Type J

Israel

In Israel, outlets of type C and H are in use.

Type C

Type H