An advantage of ESP32-S3 could be that it seems possible to run Linux on it.

Not natively. It's not a supported architecture and lacks an MMU. Those who have run Linux on it have done so through a RISC-V emulator or similar.

I for one like it is ESP-IDF with FreeRTOS, at least we get some variation.