An engineer's job is to solve a problem within real world restrictions. Cost, implementation time, maintainability are all parts of the equation an engineer has

An engineer's job is to solve a problem within real world restrictions. Cost, implementation time, maintainability are all parts of the equation an engineer has to solve. Your approach was correct. Ideally you would take into account how response time affects a site's metrics and try to balance between all constraints.