Which are the best book publishers for new authors today?

I’m trying to understand what options new writers have when it comes to book publishing. There are so many paths like traditional publishing, hybrid models, and self-publishing that it gets confusing to choose the right one. I’ve seen discussions around best book publishers for new authors, but I’m not sure what actually works best in real situations. What do you think is the most reliable way for beginners to get started with book publishing today?