A large grid leak resistor develops a negative grid voltage caused by the negative (electrons) grid leak current. This tends to cause more negative total bias, decreasing tube idle current. But as lower tube current means less cathode voltage, actual bias changes much less. In other words, the cathode resistor provides negative DC feedback, which tends to stabilize the idle current.
Just measure cathode voltage with a 10M grid leak and compare with grounded grid.