For web dev, you’re probably fine anywhere. If you need special software they might only provide it for Ubuntu, and if you’re on another distro you would need to use distrobox to run it.

I use OpenSuSE, if you’re on Nvidia or don’t update often (like every week or two), then pick Leap, otherwise Tumbleweed is good