The actual SoCs used on each type of core module are somewhat well hidden (no mention on the main website as far as I can see) but can be found through a bit of research:
RPI-CM4 Lite: Broadcom BCM2711
A-06: Rockchip RK3399
A-04: Allwinner H6
R-01: Allwinner D1