The average costs of running payroll in-house can vary widely based on factors such as the number of employees, complexity of payroll, and software used. Costs may include software licensing (around £7 to £50 per month), employee salaries (often £20,000 to £40,000 per annum for a payroll specialist), and miscellaneous costs like printing.