This paper presents case histories and field data that detail the application of well test data to calibrate fracture models, understand fracture performance, and optimize treatment designs. The paper includes field results from gas reservoirs in the Rocky Mountains and west Texas. The case histories also illustrate the application of postfracture pressure-buildup data to identify reasons for fracture treatment problems and to confirm treatment success. The paper also includes a novel data set that illustrates fracture performance from a liquid CO2 stimulation (no sand, no water) in west Texas. The case histories illustrate the importance of integrating well test data with fracture treatment optimization, showing how this process can improve our ability to reliably make multimillion-dollar decisions concerning proppant selection and fracture treatment size.