The Cardano Stake Pool Ranking Mechanism is an algorithm that determines the attractiveness of stake pools to delegators. It takes into account factors such as the pool's pledge, performance, fees, and saturation level. This mechanism is designed to encourage a healthy and decentralized stake pool ecosystem by helping ADA holders make informed delegation decisions.