Drinks Data

The Cask Atlas

Every barrel tells a story. Here is how we read it, record it and put it to work.


1. Wood as Data (Primary vs. Finish)

A label rarely says just "aged in oak". It names a primary maturation, the cask where the spirit spent most of its life, and often a finish, a shorter stay that adds a final accent. We store both separately, because a whisky matured in sherry and one merely finished in sherry are fundamentally different drinks.

Primary Maturation

Where the core character is built, often over many years.

Finish Maturation

A second cask that layers a recognisable accent on top.

Fill & Size

First-fill casks and small casks give more, and faster.

2. The Cask Families

Every cask we recognise belongs to one family. Open a family to light it up on the atlas.

"Fresh wood that has never held another liquid. The oak species and its origin set the tone: vanilla and coconut from American oak, spice and tannin from European oak, incense from Japanese oak."

Virgin Oak

New, unused wood. Releases intense vanilla, spice and raw timber notes in a short time.

European Oak

Tight-grained Quercus robur. Adds tannic grip, clove and dried fruit depth.

French Oak

Fine-grained oak from forests such as Limousin and Tronçais. Brings subtle spice and silky tannins.

Mizunara Oak

Rare Japanese oak, porous and hard to cooper. Known for sandalwood, incense and coconut.

Chinquapin Oak

An American white oak with a tighter grain than the classic bourbon barrel. Rounder sweetness, softer spice.

Garryana Oak

Oregon white oak from the Pacific Northwest. Smoky, savoury and spicy with a dense structure.

Scottish Oak

Native oak grown in Scotland. Rarely used, adding a robust, earthy and nutty spice.

"Native South American timbers, traditionally used for Cachaça. Each wood has its own chemistry, often far more aromatic than oak."

Amburana

Highly aromatic wood with notes of cinnamon, marzipan and tonka bean.

Bálsamo

Resinous and herbal, giving anise, clove and a balsamic character.

Jequitibá

A neutral, pale wood that softens the spirit without adding much colour.

Castanheira

Brazil nut wood. Contributes a gentle nuttiness and a light golden hue.

Amendoim

Peanut wood. Mild and soft, with subtle buttery and nutty tones.

Ipê

Dense hardwood that adds structure, a darker colour and dry woody notes.

"Casks seasoned with Spanish fortified wine from Jerez. The style of sherry decides whether the spirit turns rich and fruity or dry and nutty."

Sherry

Generic sherry seasoning when the style is not specified. Dried fruit, spice and a darker colour.

Oloroso Sherry

Oxidatively aged sherry. Walnut, raisin, leather and a full, rich body.

Pedro Ximénez

Intensely sweet sherry from sun-dried grapes. Fig, molasses and Christmas cake.

Fino Sherry

Pale sherry aged under flor yeast. Dry, saline and almond-like.

Amontillado Sherry

Starts under flor, then ages oxidatively. Hazelnut, toffee and a dry finish.

Manzanilla Sherry

Fino-style sherry from coastal Sanlúcar. Bright, briny and delicate.

Palo Cortado Sherry

A rare hybrid style with Amontillado's finesse and Oloroso's richness.

"Wines that are fortified, aromatised or naturally sweet. They leave red fruit, honey and a rounder texture."

Port

Fortified wine from the Douro. Red berries, chocolate and a plush sweetness.

Ruby Port

Young, fruit-forward Port. Cherry, plum and a pinkish hue.

Tawny Port

Port aged for longer in wood. Nutty, caramelised and drier than Ruby.

Madeira

Heated and oxidised fortified wine. Burnt sugar, acidity and dried orange peel.

Marsala

Sicilian fortified wine with notes of brown sugar, vanilla and stewed fruit.

Moscatel

Sweet Muscat wine. Floral, grapey and honeyed.

Tokaji

Hungarian botrytised wine. Apricot, honey and marmalade.

Vermouth

Aromatised fortified wine. Adds herbal, bitter and botanical layers.

Sauternes

Botrytised sweet white from Bordeaux. Honey, apricot and saffron.

Pineau

Pineau des Charentes, grape must fortified with Cognac. Fresh grape and soft fruit.

"Barrels that held still red or white wine. They bring tannin, berry fruit and acidity rather than sweetness."

Red Wine

Generic red wine seasoning. Red berries, tannin and a pink to copper tint.

White Wine

Generic white wine seasoning. Orchard fruit, freshness and light acidity.

Cabernet Sauvignon

Blackcurrant, cedar and firm tannins.

Syrah

Dark fruit with black pepper and a savoury edge.

Barolo

Nebbiolo from Piedmont. Rose, tar, cherry and grippy tannins.

Côte Rôtie

Northern Rhône Syrah. Violet, smoked meat and spice.

Bordeaux Wine

Classic Bordeaux blend. Cassis, graphite and structure.

Chardonnay

Buttery or fresh depending on style. Apple, citrus and a creamy texture.

Pinot Noir

Delicate red fruit, earthiness and silky tannins.

Amarone

Wine from dried grapes in Valpolicella. Raisin, cherry liqueur and richness.

"Barrels that first held another spirit or a beer. Bourbon is the industry's workhorse; the rest are finishing casks that add a recognisable accent."

Bourbon

Ex-bourbon American oak, the most common cask in the world. Vanilla, honey and butterscotch.

Rye

Ex-rye whiskey barrels. Spicier and drier than bourbon casks.

Rum

Ex-rum casks. Tropical fruit, molasses and brown sugar.

Cognac

Ex-Cognac French oak. Orchard fruit, floral notes and refined spice.

Brandy

Generic grape brandy casks. Dried fruit and soft oak.

Armagnac

Ex-Armagnac casks. Prune, rancio and a rustic depth.

Calvados

Ex-Calvados casks. Baked apple and pear.

Grappa

Ex-grappa casks. Grape skin, herbs and a lively edge.

Tequila

Ex-tequila casks. Cooked agave, pepper and citrus.

Mezcal

Ex-mezcal casks. Smoky agave and an earthy note.

Stout Beer

Seasoned with stout. Roasted coffee, cocoa and a creamy texture.

IPA Beer

Seasoned with IPA. Hoppy citrus, pine and floral bitterness.

Beer

Seasoned with a beer of an unnamed style. Malty sweetness and a soft bready note.

Peated

Casks that previously held peated whisky. Add smoke to an unpeated spirit.

"Size changes the ratio of wood surface to liquid. Smaller casks work faster and harder; larger casks are gentler and slower."

Blood Tub

Around 40 litres. The smallest common cask, for very rapid wood influence.

Quarter Cask

Around 50 litres. Intense extraction in a short time.

Barrique

Around 225 litres. The Bordeaux wine standard.

Hogshead

Around 250 litres. Often rebuilt from bourbon barrels with extra staves.

Puncheon

Around 450–500 litres. Wide and squat, often used for rum or sherry.

Butt

Around 500 litres. The traditional sherry cask, slow and gentle.


3. Reading the Cask Line

Producers describe the same barrel in dozens of ways: "ex-Oloroso butts", "Jerez sherry casks", "PX seasoned". Our engine maps every synonym to one canonical cask, so a search for Pedro Ximénez finds them all. When a source states that a cask is first-fill, we keep that detail, because a first-fill cask gives far more of its previous liquid than a cask on its third or fourth cycle.

Example

"Matured in ex-bourbon barrels and finished for 18 months in first-fill Oloroso hogsheads" becomes:

Primary: Bourbon Finish: First-Fill Oloroso Sherry, Hogshead Strategy: Cask Finished

4. How We Use It

In Explore

The cask filter searches primary and finish maturation together, so "Sherry" returns both sherry-matured and sherry-finished bottles. Every drink card shows its primary cask, its finish and the fill where known.

In AI Insights

Insights segment the market by primary and finish cask, measure how each cask shifts the flavor profile against its category, and link a drink to an insight when its casks match the targets.

Curious what each wood actually tastes like? Read Cask Influence.


Deep Dives & Expert Resources

Flavor Frameworks
The Guide
How It Works
Sensory Science
Drinks Data