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Failure rates for sdd are better than hdd but generally not by a lot. I've read that hdds can have a higher "crib death" where new drives have a higher failure rate, but after like a year they are solid. Unless you're buying thousands of drives you're unlikely to notice though.
I've never heard of "noise" being an issue for an hdd - especially if you have it in any sort of enclosure. If you're not sitting right next to it you shouldn't notice.
The biggest differences are performance and cost. If you want speed go ssd. If you want cheap go hdd.
My desktop systems run ssd where performance really matters to me. I get hdds for my file server where I want bulk storage.
The noise is only an issue because of how small my appartment is. I can't really isolate noise in here. I would think it also depends on which drives I get. I read that some are louder than others.
Ah - this is true it can depend on the drive. The biggest variation tends to be in the loudness of the 'clicking' as the head moves. Older SCSI drives were (in)famous for how loud that could be. For the most part it's a light hum of the motor. In my systems the case fan's are much louder though. I suppose it's a personal preference.
It's generally at the "whisper" level or lower. But thinking about it being in my living room I could see it potentially being an annoyance compared to a silent drive. Depending on where it is, how enclosed it is, etc.