This is actually a key characteristic of small processors (like MCUs and SoCs) which are usually implemented in battery powered systems. Modern Microcontrollers and System on Chips (SoCs) are designed with good power efficiency.
Power Consumption in Normal Mode and Deep Sleep Mode.ESP8266 Deep Sleep with External Wake-up.