The output value of the sensor relies on not only the water level but also the water's conductivity. The pure water just isn't conductive. The water consists of minerals and impurities is conductive. And when systems new and previous guarantee the best possible effectiveness, ultrasonics will continue being a staple https://controltechme.com/ultrasonic-level-sensor/