Disregard my other post, I was looking at the wrong numbers.
Its really hard to tell with these smaller UPSs, because they don't discharge at a constant rate. The batteries behave differently for small loads and large loads.
Based off the specs, I think you'd only be able to get 2 or 3 hours of runtime from the UPS. It states that it will power 127 watts for 8 minutes, so if you extrapolate that, its ~2.5 hours for 7.5 watts.
I think for ~8 hours of runtime, you'll have to get one of the more expensive "tower" looking UPSs. The small surge protector ones probably literally all have the same size battery in them, and are only designed to run for 5-10 minutes.
The larger and heavier physically the UPS is, the longer it will generally last, because it physically has a larger battery inside of it.