Some of them are, most are not.

Actually, most FOSS stuff is anything but stable or predictable. Instead it is constant treadmill, broken compatibility, and recently, thousand of commits from claude et al.

I've seen software that academics write. It's no better than average. It's often cut-and-paste code, or these days AI slop. Software is a means to an end in academia, rarely a product in itself.