While in AZ, the humidity is always VERY low, with temps low in winter as well, winter browning can be a challenge.
The answer to consistent browning is: consistent temp and humidity.
My answer is a 12" x 12" x 48" box of 1/4" plywood. inside a couple of partitions 6" high to set barrels on. Fill the bottom with old wet towels, and you have a PERFECT browning box. I set small parts in the bottom on small cardboard boxes. When the temperature is low, I have a 500w Quartz flood light to heat it up.
I can brown a barrel, and all the hardware on a rifle in 2 to 3 days, carding and reapplying every 12 hours.
Rich, dark, IN the metal color every time.
Hope this helps.