It really depends on the light, and the batteries.
Some are not regulated, and do dim as they drain....some maintain brightness and then just flip off.
If they have swappable battery packs (Ryobi, etc...) then the run time is less of a concern, as you can rotate charged cells in as needed.
MOST of the HIDS have run times closer to 20-30 minutes btw....but, again, the run time is a function of the wattage and the cell capacities, etc....and is highly variable.
The ones with lead acid batteries vs li-ion for example will make a large difference, as will choices as to form factor vs mah, etc.