A transaction analysis system includes a computer-executable tool for obtaining first and second measured elapsed times to complete a transaction on at least one of the resources of an integrated computing system at first and second loading levels, respectively. The tool then generates, using a curve fitting algorithm, a function according to the first and second measured elapsed times to complete the transaction at the first and second loading level. The resulting function indicates an expected level of performance of the transaction at varying degrees of loading levels.