Version 5 of the System Identication Toolbox is entirely rewritten, making use of MATLAB 5's objects. While the old syntax is still honored, the object orientation gives a substantial improvement of user interaction with model properties and algorithm options. In addition to the new objects, version 5 has a number of new features: handling of multiple data sets, free state-space parameterizations, estimating initial conditions for input-output models, etc.