Statistical evaluation for biological assays is critical because a lot of data needs to be summarized for reporting to customers and authorities for drug registration. JMP® is a helpful tool not only for calculating the required parameters but also for automating evaluation. For example, it can be used to graph and automate calculations for Repeatability, Intermediate Precision, Linearity, and Robustness of a Relative Potency Assay. Because these calculations are often required, a single JMP file for calculating the parameters saves a lot of time and can be used by novice users. Furthermore, the evaluation remains consistent throughout various assays, even when different technologies are used, such as SPR, ELISA, or Cell-Based Assays.