12 to 24 months, played once or twice a week for approximately 8 to 10 hours per week. I play loud as well (band) and I like to drive my tubes "medium hot".
Im sure the tubes would be functional longer, but this is how I proceed in normal conditions. Of course there is sometimes tubes that do not last or might even explode due to serious malfunction, but the timeline here is for "good tubes".