A landmark study analyzing 55,619 development tickets across 216 organizations reveals why cycle time is a flawed productivity proxy. While factors like coding days and collaboration show statistical significance, massive unexplained variability makes individual performance assessment unreliable—challenging industry myths about '10x engineers' and simplistic metric-driven management.