My dad always said that horseradish, due to its volatility, lost potency over time. If you add vinegar to your ground HR, adding immediately after grinding results in a milder version. Waiting 10 minutes will produce a more potent version. He also said that the way to get the most potent horseradish was to leave the vegetable in the ground until after the first frost.