Blood Keep has to be the most difficult siege hands down - Fighting the hundreds of blood knights through difficult chokepoints (even wtih multiple magic casters) is super grindy and super tough. Took me three tries to finally take it

Hint - farm chaos bands and recruit the prisoners to get a beefy infantry core. You''ll need it. Lightly armored troops, like wood elves, won't cut it... good luck!