To recce the battery life of a piece of electronics, its best to arrange the test to totally simulate the 'real-life' usage required.
This means that to test the battery life of a smartphone navigating and recording a bicycle ride, the test must be a bicycle ride with the device working until it fails.
If this is impractical, a big slab of USB battery must be connected which, in the estimation of the user, will definitely keep the device alive for the duration.
In my case, a USB battery pack is used, where I can refresh with AA cells before calamity strikes. When the battery icon goes to one bar.