As someone with an iPhone 6 I can absolutely tell you that this is a problem that exists. It’s actually a rare occurrence and a reason to celebrate if my phone makes it down to 5% or lower. Shut downs around 15-20% are fairly common. I guess since I updated to 10.2.1 I have seen it go down to 1% once (two days ago).