Abstract: Analysis tools are used for resolving a service request for software performance problems. Ranking of the analysis tools includes measuring a plurality of times to resolution of a plurality of service requests for software performance problems after runnings of a plurality of analysis tools are initiated; capturing sets of errors in the plurality of service requests; storing identities of the plurality of analysis tools with the times to resolution of the service requests and the sets of errors; determining an average time to resolution of each of the plurality of analysis tools for each set of errors; organizing the plurality of analysis tools into one or more categories using the sets of errors; and ranking the analysis tools within each category using the average times to resolution of the analysis tools within the category.