2024 Prius Prime Driving Modes. Here's a chart from previous generations. Ev auto mode intelligently selects between ev and hybrid driving based on demand and driving conditions.

The prius gen 3 offers a total of 4 operating modes, namely eco mode, normal mode, pwr mode and ev. Ev auto tries to maximize ev only driving, more so than the default ev mode i think you have this backward.