Microsoft has released a series of SharePoint whitepapers and articles that contains information about the performance and capacity characteristics of each SharePoint feature and how it was tested by Microsoft. Here’s a list of them:
Capacity Planning Key Concepts
Capacity management and sizing for SharePoint Server 2010 – Explains the key concepts behind capacity management in SharePoint Server