You asked:

is lieps deeper than lake rotomahana

No. Lieps is not deeper than Lake Rotomahana. Lieps is 11 feet and 10 inches and Lake Rotomahana is 369 feet.
Lieps
Lieps
Lieps

Lake Rotomahana
Lake Rotomahana
Lake Rotomahana