Popularity might not be the best indicator of quality, but it's a pretty good indicator of longevity of the project - and this is, I think, more important, in the long term at least.
All the technical superiority of an unpopular library will amount to nothing if couple of months down the road the author will not be interested in fixing some obscure, but important bug, nor there will be anyone to take on the maintenance from him/her.