I'm curious whether there is more information per byte in UTF-8 hanzi / kanji compared to English, considering each character is about 3 bytes but can represent

I'm curious whether there is more information per byte in UTF-8 hanzi / kanji compared to English, considering each character is about 3 bytes but can represent an entire word. A potential human-readable compression technique! ;)