Choose a starting point, and it ranks the rest. This is a working guideline built from studio field practice — always taste and adjust from there.
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Choose a spirit or a botanical to see ranked matches.
Field notes
Why the ratings only go to three stars — plus one that isn’t stars at all
Excellent, good, or adventurous is the real precision the studio’s tasting notes support. A fourth, distinct tier — clash — sits below all three: it’s not "zero stars," it’s a flat statement that a specific combination doesn’t work, shown as its own warning block rather than an empty rating.
One shared botanical dataset, a purpose-built spirit one
The botanical categories here are the exact same ones the Infusion Calculator uses, and the same ones behind the Himalayan Pantry ingredient atlas — nothing here contradicts what that tool tells you. The spirit-style ratings are this tool’s own, built to go deeper than a single average-per-spirit number would allow.
"Adventurous" isn’t a warning — a clash is
A one-star rating means the pairing has nothing else to lean on — no complementary depth, no buffer for excess bitterness or clashing sweetness — not that it fails. A clash is different: it’s the studio’s honest read that a combination just doesn’t work, not an invitation to get creative.
Categories, not individual ingredients
Matching happens at the botanical-family level because that is where the useful generalisation lives. Within a family, individual ingredients still vary — two citrus peels can behave quite differently — so treat the category as the direction and the specific ingredient as the variable you tune.
Good pairings still need a ratio
Every non-clash result here now includes a rough starting spirit : modifier : bridge-ingredient ratio — still a starting point, not a finished recipe. Send a strong match to the Infusion Calculator to turn it into an exact gram/time figure.
Where the ratings come from
What this reasoning looks like worked out in full
The rhododendron study walks through exactly this kind of reasoning on one ingredient — what it actually contributes, where it sits against other botanicals, and where the safety line is — at a level of detail a ranked list can't show.
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