For Jetson/JetPack, that’s Ubuntu 18.04 now.
The SDK Manager is for all NVIDIA product, not just Jetson/JetPack, some descriptions is put under system requirement table at SDK manager wed page - “For specific DRIVE, JetPack, Clara AGX, Rivermax, DOCA and Ethernet Switch deployed SDKs, see product release notes.”