I've thought EMF32 are most efficient, but I've looked up NRF52840 and shocked: 150 uA/MHz fo EMF32 and 30 (!) uA/MHz for Nordic part, if I goggled it right.
These are magnitudes of difference across the Espressif, Nordic, and Ambiq parts. The difference in price is also proportional.