I use Dinotte Quad lights, and I recharge after 4 hours of use. The batteries in these lights will last more than 4 hours but less than 5 on the brightest setting, which is what I use for daytime riding. You could charge your lights up fully, then run them down over several rides (or on the kitchen table) until the lights stop working, and note the time that takes. Then charge accordingly.