My experience is that they are just fine when you first get them. A shake now and again provides plenty of light to walk the dogs.
Unfortunately; They don't hold up. At some point you begin having to shake the heck out of them to get any light at all. I suspect they have a capacitor that wears out (fairly quickly) or goes bad.
Gave up on them for batteries.
Jon