How big a problem is this?

This is outside the kitchen. When you open the cabinets in this corner it’s like opening a fridge. Looking outside for any obvious clues, I noticed this huge gap around this pipe. Could this be a contributing factor? If it is a problem, what is the best way to seal the hole? Replacing the wall insulation is a job for another time.