Released in the late summer of 2021, IBM SPSS Statistics 30 was more than just a patch or a bug fix. It represented IBM’s strategic shift toward a hybrid model: maintaining the iconic point-and-click interface that academics love while integrating the computational power of R and Python for data scientists.