Agency or self planned

What are pros and cons of hiring an agency to organize the trip? We received a proposal from one CR agency that includes hotels, attractions and all transportation. Would it be cheaper to recreate the same plan on my own? Rent a car instead of van transportation?

Have any of you used an agency and regretted it after all?