So according to the Wiki on tallest mountains in the solar system :
1st is Olympus Mons
2nd is Ascraeus Mons
3rd is Elysium Mons
and
4th is Arsia Mons
All on Mars ... hah ... I only just noticed that :)
(and hopefully I was reading the list right after all that hahah)