Yes exactly. There is much more than just "benefits". Cost of office space, computer equipment, office supplies, electricity, janitorial costs, heating, security, servers, IT overhead, etc. When you take ALL these costs and spread them over the company, the loaded cost of an employee is not "mostly" salary.
