Cellar Index
Pennsylvania state store prices · 2016 to today

Wine prices, tracked and forecast

Ten years of official shelf prices for 31,256 wines, and a model that estimates each bottle's chance of a price rise or cut over the next year.

How often list prices change
2.8%
of wines get a new list price in a typical quarter, so the real question is which ones will move
How well the model spots upcoming price rises
0.891 next quarter
0.84 over a year. This is ranking accuracy, the area under the receiver operating characteristic curve (ROC AUC): 1.0 is perfect, 0.5 is a coin flip.
Model
hgbq-20260928-160312
Trained on data through 2026-07-01
Popular winesMost likely to riseCollector watchBest valuesAll wines

Wines whose shelf price is furthest below their fair price: what comparable wines cost, estimated from the region, grape, classification, age, bottle size, name and the producer's other wines, by a model that never saw the wine's own price. The biggest gaps are often a famous producer's second or entry-level wines: the model knows the producer's overall price level but can't always tell where a wine sits within its range.

WineShelf price1yr History5yr Historyvs fair priceChance of a rise within a year
Pol Roger Champagne Brut Reserve
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$79.99 0.0%▲ 51.0%20% below10%
typically +10% if it rises
Armand de Brignac Ace of Spades Champagne Brut Multi Vintage in Gift Box
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$300 0.0% 0.0%Fairly priced8%
typically +8% if it rises
Veuve Clicquot Vintage Champagne Brut Rose 2012
sparkling · Champagne · 750 ml
$84.99 0.0%▲ 6.3%Fairly priced3%
Moet et Chandon Grand Vintage Extra Brut Champagne 2016
sparkling · Champagne · 750 ml
$99.99——Fairly priced3%
Pol Roger Rose Champagne 2018
sparkling · Champagne · 750 ml
$120 $130 Sale 0.0%—Fairly priced4%
Louis Roederer Brut Champagne 2016
sparkling · Champagne · 750 ml
$110 0.0%—Fairly priced2%
Veuve Clicquot Yellow Label Champagne Brut
sparkling · Champagne · 1500 ml · non-vintage or vintage not listed
$128▲ 2.4%▲ 18.5%Fairly priced10%
typically +6% if it rises
Henriot Champagne Millesime 2012
sparkling · Champagne · 750 ml
$110 0.0%—Fairly priced1%
Louis Roederer Collection 243 Champagne Multi Vintage
sparkling · Champagne · 1500 ml · non-vintage or vintage not listed
$49.93 $170 Clearance 0.0%—Fairly priced1%
Pol Roger Brut Reserve Champagne
sparkling · Champagne · 1500 ml · non-vintage or vintage not listed
$145 $160 Sale 0.0%—Fairly priced13%
typically +6% if it rises
Taittinger La Francaise Brut Champagne
sparkling · Champagne · 1500 ml · non-vintage or vintage not listed
$135 0.0%—Fairly priced13%
typically +7% if it rises
Krug Champagne Grande Cuvee
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$200 0.0%▲ 17.6%Fairly priced6%
typically +11% if it rises
Pierre Peters Champagne Cuvee de Reserve Blanc de Blancs Brut Grand Cru Non Vintage
sparkling · Champagne · 1500 ml · non-vintage or vintage not listed
$140 0.0%—Fairly priced8%
typically +7% if it rises
Louis Roederer Collection 244 Champagne Multi Vintage
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$48.03 $79.99 Clearance 0.0%—Fairly priced1%
Billecart Salmon Champagne Brut Reserve
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$52.19 $86.99 Clearance 0.0%▲ 58.2%Fairly priced2%
Veuve Clicquot Vintage Champagne Brut 2015
sparkling · Champagne · 750 ml
$115 0.0%—Fairly priced1%
Moet et Chandon Grand Vintage Champagne 2015
sparkling · Champagne · 750 ml
$59.99 $99.99 Clearance 0.0%—Fairly priced<1%
Moet and Chandon Imperial Champagne Brut
sparkling · Champagne · 1500 ml · non-vintage or vintage not listed
$118▲ 2.6%▲ 18.0%Fairly priced11%
typically +6% if it rises
Moet et Chandon Grand Vintage Champagne Rose 2015
sparkling · Champagne · 750 ml
$68.99 $115 Clearance 0.0%—Fairly priced<1%
Henriot Rose Champagne
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$57.93 $77.99 Clearance 0.0%—Fairly priced5%
typically +7% if it rises
Louis Roederer Collection 242 Champagne Multi Vintage
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$79.99 0.0%—Fairly priced17%
typically +7% if it rises
Lanson Le Vintage Champagne 2012
sparkling · Champagne · 750 ml
$35.93 $120 Clearance 0.0%—Fairly priced<1%
Ruinart Champagne Brut Rose
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$89.99 0.0%▲ 28.6%Fairly priced10%
typically +10% if it rises
Louis Roederer Collection 243 Champagne Multi Vintage
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$52.73 $86.99 Clearance 0.0%—Fairly priced3%
Dom Perignon Champagne Brut
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$280▲ 1.8%▲ 64.7%Fairly priced7%
typically +7% if it rises
Louis Roederer Blanc de Blanc Champagne 2017
sparkling · Champagne · 750 ml
$125 0.0%—Fairly priced3%
Pol Roger Brut Champagne 2018
sparkling · Champagne · 750 ml
$140 0.0%—Fairly priced3%
Piper Heidsieck Rare Brut Champagne Millesime 2008
sparkling · Champagne · 750 ml
$80.93 $270 Clearance 0.0%—Fairly priced<1%
Taittinger Brut Champagne Millesime 2015
sparkling · Champagne · 750 ml
$110 0.0%—Fairly priced1%
Ruinart Blanc de Blancs Champagne
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$89.99 0.0%▲ 40.6%Fairly priced10%
typically +10% if it rises
Taittinger Nocturne Sec Champagne
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$40.03 $79.99 Clearance 0.0%—Fairly priced1%
Veuve Clicquot La Grande Dame Champagne Brut 2015
sparkling · Champagne · 750 ml
$120 $200 Clearance 0.0%—Fairly priced<1%
Taittinger Comtes de Champagne Grand Cru Blanc de Blancs 2011
sparkling · Champagne · 750 ml
$115 $225 Clearance 0.0%—Fairly priced<1%
Dom Ruinart Champagne Rose 2007
sparkling · Champagne · 750 ml
$300 0.0% 0.0%Fairly priced<1%
Gaston Chiquet Tradition Champagne Brut 1er Cru
sparkling · Champagne · 1500 ml · non-vintage or vintage not listed
$130——24% premium9%
typically +7% if it rises
Veuve Clicquot Vintage Champagne Brut Rose 2015
sparkling · Champagne · 750 ml
$125 0.0%—Fairly priced1%
H Billiot Brut Champagne Grand Cru Millesime 2018
sparkling · Champagne · 750 ml
$94.99 $99.99 Sale——Fairly priced4%
Champagne Palmer Blanc de Blancs Champagne
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$23.93 $79.99 Clearance 0.0%—Fairly priced2%
Leclerc Briant Extra Brut Champagne 2019
sparkling · Champagne · 750 ml
$92.99 0.0%—Fairly priced5%
typically +14% if it rises
Dom Perignon Brut Rose Champagne 2009
sparkling · Champagne · 750 ml
$480——31% premium4%
Louis Roederer Cristal Brut Champagne Deluxe Gift Box 2016
sparkling · Champagne · 750 ml
$350 $400 Sale 0.0%—31% premium4%
Champagne Louis Roederer Cristal Brut Champagne Deluxe Gift Box 2015
sparkling · Champagne · 750 ml
$240 $400 Clearance 0.0%—31% premium<1%
Roederer Estate L'Ermitage Brut 2019
sparkling · 750 ml
$79.99 0.0%—Fairly priced5%
Billecart Salmon Champagne Brut Rose
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$74.99 $125 Clearance 0.0%▲ 47.1%Fairly priced1%
A Margaine Special Club Blanc de Blancs 1er Cru Brut Champagne 2016
sparkling · Champagne · 750 ml
$71.99 $120 Clearance 0.0%—35% premium<1%
Bollinger Champagne Brut Rose
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$80.99 $135 Clearance 0.0%—Fairly priced1%
Laurent Perrier Champagne Brut Rose Cuvee
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$99.99 0.0%▲ 25.0%48% premium6%
typically +7% if it rises
Armand de Brignac Ace of Spades Champagne Rose in Gift Box
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$450 0.0% 0.0%Fairly priced5%
Doyard Revolution Non Dose Blanc de Blancs Champagne Grand Cru
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$99.99——Fairly priced10%
typically +7% if it rises
Duval Leroy Femme De Champagne Grand Cru Champagne
sparkling · Champagne · 750 ml · non-vintage or vintage not listed
$160 0.0%—Fairly priced10%
typically +6% if it rises
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