There are YouTube private players such as https://piped.kavin.rocks/ . The service has been spotty for me lately, but you can watch YouTube videos anonymously. You can even import your subscription list.
Insidious is another similar service with fewer features.
If you are looking for an alternative that doesn’t use YouTube at all, then there’s odyssee. Not overly popular yet.