IBM Turbonomic involves a higher initial setup cost, whereas AWS Trusted Advisor offers a more budget-friendly setup process. This difference highlights IBM Turbonomic's comprehensive solution that can impact setup expenses compared to AWS Trusted Advisor's economical approach.