How does a duplicate file finder work technically?

I’ve been researching file management tools and got curious-how does a duplicate file finder work technically? Is it purely based on file names and sizes, or does it go deeper, like using hash algorithms or byte-level comparison? I’d love to understand the core mechanisms behind these tools. If anyone can break it down or share insights on performance factors and accuracy, I’d appreciate it. Let’s geek out a bit!