Is reputation actually worth the extra cost

Someone suggested we only approach the best mobile app development agency in dubai for our project, saying it reduces risk. The problem is their quotes are much higher than smaller teams. I get the logic, but I also know startups have tight budgets. For anyone who chose a premium agency, did it genuinely save you problems later or just feel safer upfront.