Whole or ground
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Ground spice is a decaying product from the moment it is made. Whole spice is not. Everything else about running a spice business follows from that one asymmetry.
What grinding actually costs you
A hammer mill does not cut, it shatters, and shattering generates heat. In ambient grinding the mill can reach around 95 °C. Volatile oil is what you are selling, and volatile oil boils off. The powder that comes out is measurably weaker than the seed that went in, and visibly darker.
That darkening is worth naming because it gets blamed on the crop. A batch of cumin that came out dull is usually not a bad lot. It is heat damage from the grind.
The 30 percent nobody quotes
Published work on spice grinding puts the volatile loss from ambient grinding at roughly 30 percent. Cryogenic grinding, which pre-chills with liquid nitrogen at −195.6 °C, holds most of it: the oils are frozen hard so the spice fractures cleanly instead of smearing, and the nitrogen boiling off leaves an inert, dry atmosphere around the mill.
That is industrial equipment and it is not coming to your kitchen. The useful part is the direction of the arrow. Anyone grinding small batches on demand, at room temperature, in seconds rather than minutes, is closer to the cryogenic end than a commodity grinder running hot all day. A small operation genuinely can beat a large one here, which is not true of most things.
When ground is still right
Ground sells. It is what a domestic cook reaches for, it fills a jar attractively, and it is the only sensible format for anything that goes into a rub or a blend. A range of whole spices alone is a specialist shop, not a business.
The question is not whether to grind but when. Ground to order, or ground in a batch sized to sell through in weeks rather than a year, keeps most of what grinding costs you.
What this means for what you buy
Buy whole wherever the spice will still be recognizable to a customer as whole, and wherever you can grind on your own schedule. Buy pre-ground only where the whole form is impractical to mill at your scale, which in practice means the very hard and the very oily: nutmeg, cinnamon bark, turmeric root.
And when you do buy ground, buy smaller and more often. Every week that powder sits in your store is a week of the thing you paid for leaving the bag.