In this scenario, we upgraded the search head instances to newer hardware, aiming to measure the performance gains achieved from the server upgrades. The complexity around testing search head performance, and the variance between search runs are discussed within this article.
The full post is available on medium as Splunk search heads — comparing hardware changes in terms of search impact. Or on Splunk lantern as Comparing search head hardware changes and their impact on Splunk platform search performance .