The difference is that interviewing costs the company in the form of the time required from existing employees, whereas the company could ask 50 people to do a

The difference is that interviewing costs the company in the form of the time required from existing employees, whereas the company could ask 50 people to do a take-home project for free at essentially no cost to them.