Israel has pretty stable weather… Well, all things considered. Spring- between March and June Summer- June- September Autumn- September- December Winter- December- March You can actually visit Israel all year round and just plan your trip accordingly. Know this- Tel Aviv is super humid (all year long) and Jerusalem has cold nights and mornings even in the spring. The one other thing you should take into consideration is Jewish holidays because during specific dates many establishments will be close.
