Having used many distros (gaming-oriented and otherwise) Nobara would be my recommendation as well.
People saying “doesn’t matter” aren’t considering someone brand new to Linux would probably benefit from an out-of-the-box gaming ready distro (nvidia drivers ready, rgb drivers built in for gaming laptops, other gaming specific tweaks and fixes that they won’t know to install on say mint, a perfectly fine, general use distro). Not to say they wouldn’t be able to do all that on mint or Ubuntu or whatever with a bit of googling and effort, but they’re asking specifically for gaming.