Ping Identity Platform is recognized for automating single password use and ensuring seamless operation with its auto-discovery feature, although its cloud capabilities are limited. PingFederate provides granular policy control and customizations with robust security from biometric methods like FIDO and YubiKey, enhancing its integration with cloud and legacy systems. Despite needing improved device management and better inter-platform compatibility, concerns about stability during upgrades remain a challenge.