Guild Wars 2

I have a few ascended weapon box of various stats.

I’m wondering if it is worth equipping them over exotic berserker weapon. Since ascended weapon have better weapon damage.

Or is it just not worth it since you’ll have too much crit damage drop.

Depends. If it’s Assassin’s stats, you could go with that.
The other alternative is to simply use the skin for an Exotic weapon.