Establishing Baselines & Benchmarks
For Microsoft SQL Server, the lowest-intrusive tool is Performance Monitor, aka Perfmon.  Here's my tutorial on grabbing Perfmon counters for SQL Server and analyzing them:

http://www.brentozar.com/archive/2006/12/dba-101-using-perfmon-for-sql-performance-tuning/