While soda fountains inflated the cup, household appliance manufacturers took the opposite route. Anyone filling a standard 12-cup automatic drip coffee carafe with 96 fluid ounces of water (12 multiplied by 8) will watch the reservoir overflow immediately. Household carafes do not measure in standard US cups. Instead, they calibrate every tick mark to five or six fluid ounces.
This industry convention dates back to early European coffeehouse culture, where traditional porcelain teacups held approximately five fluid ounces of brewed liquid. Coffee machine brands preserved this obsolete measure for practical marketing reasons: a machine labeled "12 cups" sounds significantly more capable on store shelves than one labeled "eight cups."
The discrepancy creates real brewing headaches. Standard coffee-to-water ratios call for one to two tablespoons of ground beans per six ounces of liquid. Home brewers measuring beans against an eight-ounce assumption routinely produce weak, under-extracted coffee, baffled by carafes that misrepresent standard culinary volumes.