There’s no download all in apple photos either unless they added it
https://privacy.apple.com/account -> "Get a copy of your data"
Then you will need to chose the maximum size of an archive part and wait for link to a download page.
If you set the pref to keep originals locally, they're all on your drive, in original form, as well as the derived versions including caches of raw to jpeg, resolutions, and edited versions.
That said, Apple Photos does let you export even if only in cloud. Open the library, select all, and File > Export ... > Export Unmodified Originals.
It pauses for a second or two on my quarter million images, but is then happy to comply.