Presenting differences between code entity invocations includes identifying a plurality of families of invocations of a code entity. Each family is defined based upon a plurality of attributes that identify a class of runtime behavior of the code entity. First attribute(s) of a first family are identified. These first attribute(s) substantially contributed to classifying a first class of invocations of the code entity within the first family. Similarly, second attribute(s) of a second family are identified. These second attribute(s) substantially contributed to classifying a second class of invocations of the code entity within the second family. Differences between at least two invocations of the code entity are presented, based on differences between the one or more first attributes and the one or more second attributes.