Comparison

How Sommy compares to other wine apps

Q: How do AI wine apps compare?

Each app is strongest at the job it was designed around. Sommy predicts whether one specific bottle suits your palate, and reads the wine list at the venue you are in. Sommo scores a photographed wine list and runs a WSET Level 1 to 4 study suite in ten languages. Pablo is free on both app stores and builds a taste profile from your ratings. Vivino gives a fast crowd verdict on a shelf bottle and sells wine in the app. CellarTracker runs and values a cellar. Wine-Searcher compares merchant prices and availability. Hello Vino answers a simple pairing question but its iOS app has not been updated since 2017. On price, Sommy Explore is free and Cellar is $7.99 a month or $59.99 a year, Sommo Premium is $4.99 a month or $29.99 a year, Pablo is free, CellarTracker runs from $40 to $500 a year by cellar size, and Wine-Searcher PRO is $10.99 a month or $98.99 a year.

Q: What is the difference between crowd ratings and palate matching?

A crowd rating is a population statistic. It summarizes what a large group thought, which tells you a wine is probably well made and broadly liked, but it was calculated before you arrived. A palate match is a prediction about one person. It starts from the wines you have rated and asks whether this bottle fits your pattern. The difference shows up in disagreement: if you dislike a wine the crowd loves, a ratings app cannot use that, while a taste profile treats it as its most useful input. Sommy publishes no numerical wine score for this reason.

Q: When should you use a cellar app instead?

Use a cellar app once you can no longer picture every bottle you own, because the questions become inventory questions: where the second bottle is, which wines to drink this year, and what a case is worth now. CellarTracker is built for those, with bottle level inventory, drinking window and drinkability reports, market and auction prices, and automatic valuation, and it is free to track a cellar of any size. Sommy tracks a cellar and uses it to sharpen recommendations, but it does not value one and has no auction or market price history.

Q: What should you look for in a wine recommendation app?

Check five things. Whether it tells you a wine was liked or that you will like it. Whether rating fifteen or twenty bottles actually changes what it recommends. Whether it works at a shelf, on a restaurant list, and at dinner, without needing you to type a name you cannot read. Who pays for it, since an app that sells wine, ranks sponsored merchant lists, or sells cellar subscriptions is shaped by that. And whether anyone still maintains it, which the last updated date on the App Store or Google Play will tell you.

Q: What happens when you point a wine app at a restaurant list?

Three different things, depending on the app. Vivino reads the list and attaches its crowd rating to each bottle it recognizes, which tells you what other drinkers thought rather than which entry suits you. Sommo photographs the list and scores every entry on what the wine is and whether the price is fair for it, factoring in your dish if you name one, and Pablo scans the list and recommends against the taste profile built from your ratings. Sommy works out which venue you are in and takes that venue's own wine list rather than the portion your photo caught, then filters it by your palate and your price ceiling. That depends on Sommy having the venue's list, and where it does not, a photograph is the more reliable route.

There is no single best AI wine app, because the five worth knowing are each built for a different job. Vivino is the fastest way to learn what a large crowd of drinkers thought of the bottle in your hand, and it will sell you that bottle without leaving the app. Wine-Searcher is the tool for finding who stocks a specific wine and what it costs, across tens of thousands of merchants. CellarTracker is the one for a real collection, where the questions are what you own, when to drink it, and what it is worth. Hello Vino answers a pairing question through a simple set of taps, though its iOS app has not shipped an update since 2017. Sommy is built for the question none of those answers directly, which is whether you personally will like a specific bottle before you open it.

This page is published by Sommy, so read it with that in mind. Every figure below is sourced and dated, and the section on where Sommy is the wrong choice is the part worth reading first.

How do AI wine apps compare?

Each of these apps is good at the job it was designed around, and the table is easier to read if you know what those jobs were. Vivino grew out of a rating community. CellarTracker grew out of cellar inventory. Wine-Searcher grew out of merchant price data. Hello Vino grew out of a pairing guide.

Sommy started from the taste profile, which is why the rows below split the way they do.

	Sommy	Sommo	Pablo	Vivino	CellarTracker	Wine-Searcher	Hello Vino
Palate personalization	The core function. A taste profile built from what you rate, save, cellar and log, used to predict fit for one specific bottle	Builds a palate profile from your own tasting journal rather than crowd averages, on a three-tier rating rather than a 100-point score. Its Taste DNA scores your palate on body, tannin, acidity and sweetness	Rate wines and the taste profile adapts. Wine Circles combine several people's profiles into one group recommendation	Community average ratings by default. Premium adds Unlimited Sommelier, an AI chat that factors in your taste preferences	Community ratings and reviews. Its App Store listing also describes AI recommendations on whether you will like a wine	No. Prices and critic scores are the same for every visitor	Taste preferences you set, refined by your taps and ratings, per its own description
Venue and wine list intelligence	Detects the venue you are in, ingests that venue's actual wine list, and filters it by your palate and your price ceiling, so the recommendation comes from what is on the list in front of you	Photograph a list and menu scoring reads every entry, rating it on what the wine is and whether the price is fair for it, and factoring in the dish if you name one. A Premium feature. The list comes from your photo, not from the venue, and there is no venue detection	Scans a restaurant wine list and returns recommendations against your taste profile. The list comes from your photo, and there is no venue detection	Scans a restaurant wine list and overlays crowd ratings on the bottles it recognizes. That answers what other drinkers thought of each wine, which is a different question from which entry suits you	Wine menu scanning is listed as a beta feature for subscribers	No. Label scanning looks up merchant prices for one bottle at a time	No
Food pairing	Yes. Recommends for the dish in front of you from a recipe or a photo, and looks in your own cellar first	Yes. AI food pairing picks from the bottles you own, and menu scoring factors in the dish if you name one	Yes. Food pairings and tasting notes for each wine	Food pairings shown alongside a scanned wine	Its App Store listing advertises food pairing recommendations	Pairing reference articles on the website, not a recommendation for tonight's dinner	Yes. Pairings by meal and occasion are what the app was built for
Label and list photos	Label, shelf, meal, and recipe. Wine lists have their own row above	Label, wine list, and shelf. Five lifetime scans on the free tier, unlimited on Premium	Bottle label, restaurant list, and shop shelf	Label scanning, plus full restaurant wine lists. Vivino names Wine List scanner as a Premium benefit	Label scanning. Wine menu scanning is listed as a beta subscriber feature	Label scanning, to look up prices	Label scanning, with saved notes and ratings
Cellar tracking	Yes, and the bottles you own feed the recommendations	Yes. A cellar with drinking windows, and AI pairing that picks from what you own	No. Its listing describes scanning, taste profile and sharing, with no cellar inventory	Yes. Add bottles and sort by quantity, vintage or drinking status	The reason it exists. Its listing cites 20 years of history and over 193 million bottles tracked by members	No. Favorites and price alerts only	Saved wines and notes rather than an inventory
Price and availability	No merchant comparison. Sommy reads the price printed on a shelf tag or a wine list when it scans one, and stores what you paid for a bottle you own	No merchant comparison. Menu scoring weighs whether a list price is fair for the wine	Finds wine stores near you on a map with directions, added in version 1.3.0. No merchant price comparison	Average market price, and buying in the app from the merchants it lists	Market, auction and average Wine-Searcher prices, plus automatic cellar valuation, in the paid tier	The specialist. Its listing cites 8 million offers from 55,000 merchants	No
Pricing	Explore is free. Cellar is $7.99 a month or $59.99 a year. You keep the price you signed up at, for as long as the subscription stays active	Free tier with 5 lifetime scans and 30-day journal retention. Premium is $4.99 a month or $29.99 a year on the US App Store, covering iPhone, iPad, Android and the web on one subscription. Sommo makes the same price commitment: if you subscribe at one rate, you stay there even if the price goes up for new sign-ups	Free on iOS and Android. Neither store listing shows any in-app purchase	Free app. Vivino publishes no price on its Premium page. The US App Store lists Vivino Premium purchases between $4.99 and $57.00	Free to track a cellar of any size. Subscription priced by cellar size, from $40 a year for up to 100 bottles to $500 a year above 2,500	Free with limits. PRO is $10.99 a month or $98.99 a year on the US App Store	Free, with no in-app purchases listed
Best for	Deciding whether one specific bottle is for you, and ordering from the list in front of you	Studying wine seriously, in one of ten languages	A free start on scan and taste profile, and choosing a bottle as a group	A fast crowd verdict on a shelf bottle, and buying it	Running and valuing a serious cellar	Finding a bottle and the best price for it	A quick pairing answer from a legacy app

Sommy price commitment: you keep the price you signed up at. If Sommy raises the price of a subscription, the new price applies to new subscribers only, and an existing subscription stays at the rate it started on for as long as it stays active.

Prices and figures checked 2026-09-12. App store prices are the US listings and differ by region. The database and member numbers in this table are each company's own published claims, not independent counts.

What's the difference between crowd ratings and palate matching?

A crowd rating and a palate match answer two different questions, and the gap between them is the reason people end up with a highly rated bottle they quietly leave in the glass.

A crowd rating is a population statistic. When an app shows a high average for a wine, that is a summary of what a large group of people thought, and it is genuinely useful information. It tells you the wine is probably well made and broadly liked, which is exactly what you want to know when you are holding an unfamiliar bottle in a shop. What it cannot tell you is how the number was built. A high average can come from wide agreement or from two groups who disagreed strongly, and those two wines behave very differently in your glass.

A palate match is a prediction about one person. It starts from what you have already rated and asks whether this bottle sits inside the pattern. A big tannic Napa Cabernet and a light chillable Beaujolais can both be excellent wines by any fair measure, and most people have a clear preference between them. An average has no way to know which one you are, because it was calculated before you arrived.

The practical difference shows up in disagreement. If you dislike a wine the crowd loves, a ratings app has nothing to do with that information. A taste profile treats it as the most useful thing you have told it all week. Sommy takes that further and does not publish a numerical score for a wine at all, because a number invites you to argue with it instead of telling you what you wanted to know.

When should you use a cellar app instead?

When the question changes from what to drink to what you own, you want a cellar app, and that is a different piece of software.

The line is roughly this. If you can picture every bottle in your house, a recommendation app is enough and a cellar tool is overhead. Once you cannot, the questions turn into inventory questions. Where is the second bottle of that Barolo. Which of these should be drunk this year. What is this case worth now against what you paid. Those are the questions CellarTracker was built for, and it answers them with bottle level inventory, drinking window and drinkability reports, market and auction price data, and automatic valuation. Its own listing describes more than fifteen years of valuation data and members collectively tracking 21 billion dollars of wine.

Sommy tracks a cellar, and every bottle in it sharpens your recommendations and gives the pairing feature something real to pull from. Sommy does not value a cellar. There is no auction data, no market price history, and no valuation report, and none of that is planned as a way to compete with a dedicated inventory tool. If what you need is a number for the insurance schedule, use the tool built for it.

What should you look for in a wine recommendation app?

Five checks separate an app that will still be useful in six months from one you will delete.

Which question does it answer? Look at whether the app tells you a wine was liked or that you will like it. Both are legitimate. Only one of them changes when your taste does.

Does your own history move the output? Rate fifteen or twenty bottles honestly, including the ones you disliked, then look at what the app recommends. If the list is the same as it was on day one, the personalization is a label rather than a model.

Does it work in the moment you need it? The hard moments are standing in front of a shelf, holding a restaurant list, and deciding what to open with dinner. An app that needs you to type a wine name you cannot read is not helping in any of them.

Who pays for it? This is not a character test, it is context that changes what you are shown. Vivino sells wine in the app. Wine-Searcher's own help pages state that free accounts see only a partial set of results and only prices from shops with a sponsored list, which is how a free search engine funds itself. CellarTracker sells subscriptions by cellar size. Sommy does not sell wine and takes no cut of what you buy. Knowing the answer tells you how to read a recommendation.

Is anybody still working on it? Check the last updated date on the App Store or Google Play before you trust an app on prices or current vintages. Hello Vino's iOS listing shows version 5.0.11 from September 2017.

What Sommy does differently

Sommy does not score wines. It predicts whether you will like a specific bottle, and that prediction improves every time you save, cellar, log, or rate something.

That is the whole idea, and it is worth being precise about what is and is not new in it. Sommy is not the only app that has added taste based recommendations. Vivino's Premium chat factors in your preferences, and CellarTracker's listing describes AI recommendations based on your taste. The difference is where the prediction sits. In those apps it is a feature layered on top of a rating database or an inventory system, and the thing underneath is still a score or a list of bottles. In Sommy the prediction is the product, and the ratings, cellar, pours, and saves exist to feed it.

The practical consequence is that Sommy gives you a verdict rather than a number. You point it at a bottle by typing the name, saying it, or scanning the label, and it reads that wine against the profile you have been building and shows you how it sits against your palate. There is no 92 to argue with and no average to second guess. When you disagree, you rate it, and the next answer is better.

What happens when you point a wine app at a restaurant list?

Three different things can happen, and the difference is not the camera. It is what the app does with the list once it has read it.

The first is lookup. Vivino reads the list and attaches its crowd rating to each bottle it recognizes, so a page of unfamiliar names becomes a page of numbers. That is useful, and on a long list it is faster than searching bottle by bottle. What it gives you is what other drinkers thought of each wine, ordered by popularity rather than by you.

The second is scoring the list itself. Sommo photographs the page and rates every entry on what the wine is and whether the price is fair for it, factoring in your dish if you name one. Pablo scans the list and recommends against the taste profile it has built from your ratings. Both are a genuine read of the list in front of you rather than a ratings overlay, and on most nights that is the difference between ordering well and defaulting to the second-cheapest red.

The third is ingesting the venue. Sommy works out which venue you are in, takes that venue's wine list rather than the portion of it your photo happened to catch, and filters it against your palate and the ceiling you set on price. What comes back is a short list of what to order from what is actually available. The tradeoff is worth stating plainly: this depends on Sommy having that venue's list, and where it does not, a photograph is the more reliable route and the other apps handle that well.

Where Sommy is not the right tool

Five jobs are done better elsewhere, and one of them may be the job you came here with.

Merchant price comparison: use Wine-Searcher. Sommy has no merchant index and does not try to have one. If the question is who stocks this wine and what it costs, Wine-Searcher searches across a merchant network its listing puts at 8 million offers from 55,000 merchants, and nothing Sommy does competes with that. Sommy reads a price off a shelf tag or a wine list when it scans one, which answers a much smaller question.

Large cellar inventory and valuation: use CellarTracker. Sommy tracks the bottles you own, but above a few hundred bottles the work becomes inventory management and valuation, and Sommy has neither the reporting nor the price history for it. CellarTracker is free to track a cellar of any size, so there is no cost to running it alongside something else.

A crowd score on a shelf bottle: use Vivino. If what you want is the aggregate opinion of a very large number of drinkers, Vivino's rating base is far bigger than Sommy's will be at launch, with a catalog its listing puts at 16 million wines. Sommy publishes no wine scores by design, so it is the wrong place to look for one.

Wine education and non-English use: use Sommo. Sommy has no structured education track and ships in English only. Sommo runs a WSET Level 1 to 4 study suite with AI-graded answers and ships in ten languages, and it costs less: $29.99 a year against $59.99 a year for Sommy Cellar, a difference of $30.00. If studying wine formally is the point, or you want the app in German, Japanese or Chinese, that is the better buy.

A free start on the basics: use Pablo. If what you want is to scan a bottle, a shelf or a list and have an app learn your taste from your ratings, Pablo does that on iOS and Android, and neither store listing shows an in-app purchase. A reader who only wants that job does not need to pay Sommy anything.

There is one more honest limit, and it is ours rather than a competitor's. Sommy has not launched yet. There is nothing to download today, and a taste profile needs a handful of ratings before its predictions are worth much, so the first session is the weakest one you will have.

References

Every figure on this page traces to one of these, all checked 2026-09-12.

Sommy FAQ, sommy.ai/faq. No numerical wine scores, no wine sales and no commission on what you buy, and Vivino ratings import.
Vivino Premium page, vivino.com/premium. The three named Premium benefits: Free shipping from $100, Unlimited Sommelier, Wine List scanner. No price published on the page.
Vivino on the US App Store, listing id 414461255, version 2026.37.0 dated 2026-09-09. Vivino Premium in-app purchases from $4.99 to $57.00. Catalog and community figures, cellar sorting, and wine list scanning are quoted from this listing.
CellarTracker subscription support article, support.cellartracker.com/article/80-cellartracker-subscription, page dated 2025-12-16. Free tier covers cellar inventory and community notes. Annual subscription by cellar size: $40 up to 100 bottles, $60 up to 250, $80 up to 500, $160 up to 1,000, $320 up to 2,500, $500 above 2,500. No penalty for exceeding a tier.
CellarTracker premium features index, support.cellartracker.com/category/81-premium-features. Ready to Drink Report, Automatic Cellar Valuation, CellarTracker Insights, Drinkability Alert Report, My Charts, and Scanning a Wine Menu in beta.
CellarTracker on the US App Store, listing id 6446102275, version 2.23.0 dated 2026-08-18. Member and bottle counts, valuation data, auction data, AI recommendations, and food pairing claims are quoted from this listing.
Wine-Searcher help, wine-searcher.com/help. Free accounts view a partial set of results, see prices only from shops with a sponsored list, and see bottle and case prices only.
Wine-Searcher on the US App Store, listing id 599836194, version 7.19.2 dated 2026-08-11. Wine-Searcher PRO in-app purchases at $10.99 and $98.99, and the 8 million offers from 55,000 merchants figure.
Hello Vino on the US App Store, listing id 318447346, version 5.0.11 released 2017-09-15. Free, with no in-app purchases listed.
Hello Vino product site, hellovino.com. Pairing database, label scanner, and taste preference features described in its own words.
Sommo on the US App Store, listing id 6757319027, version 2.1.0 dated 2026-09-08, first released 2026-01-12. Sommo Premium in-app purchases at $4.99 and $29.99. The scanner, cellar manager, tasting journal and wine school description is quoted from this listing.
Sommo on Google Play, package com.gokhanarkan.sommo, listed with in-app purchases. Confirms the Android app rather than a web wrapper.
Sommo pricing page, sommo.app/pricing. Premium at $5 a month or $29.99 a year, a free tier with 5 lifetime scans and 30-day journal retention, and one subscription covering iPhone, iPad, Android and the web. The $4.99 figure in the table is the US App Store price for the same monthly product.
Sommo about page, sommo.app/about. The price commitment in its own words: "If you subscribe at one rate, you stay there for as long as you stay subscribed, even if the price goes up for new sign-ups."
Sommo languages page, sommo.app/languages. Ten languages: German, French, Spanish, Italian, Portuguese, Turkish, Japanese, English, and Chinese in both Simplified and Traditional.
Sommo menu scoring methodology, sommo.app/under-the-hood/menu-scoring, page dated 2026-06-20. The user photographs the wine list, every entry is scored on what the wine is and whether the price is fair for it, and the dish is factored in when named. A Premium feature.
Pablo on the US App Store, listing id 6759564859, version 1.3.0 dated 2026-08-27, first released 2026-03-03. Free, with no in-app purchase section on the listing. The 1.3.0 release note adds finding wine stores nearby on a map with directions.
Pablo on Google Play, package app.getpablo.mobile. Listed with no in-app purchases and no ads, which is the second store confirming the free claim.
Pablo product information page, getpablo.app/llm-info, page dated 2026-07-11. Taste profile, bottle, menu and shelf scanning, Wine Circles, and free availability on iOS and Android, described in its own words.
Sommy pricing, published by Sommy, 2026-09-12. Explore free, Cellar at $7.99 a month or $59.99 a year, and the commitment that an existing subscription stays at the rate it started on.