+3? That seems high. Heck, just do a straight +3 bonus (to hit and damage) and that'd be even better (until you have Wisdom 18+, but would you rather have +5 hit/+0 damage or +3 to both?)
I'd say +1, but that's too low, so how about +2?
But that's just a gut feel approach, not based on rules...