Wine Talk

Snooth User: zufrieden

Robert Parker's Vintage Ratings

Posted by zufrieden, Mar 14, 2012.

Wanting to refresh my memory on certain French vintages in the Rhône Valley I came across (as I often do) the Robert Parker Vintage Chart.  Parker includes vintages from 1970 through 2010 on his website and scores them on the usual 100 point scale.  He claims that scores of 70-79 are "average" while those of 80-89 are "above average to excellent." This is fine as far as it goes, but being more mathematically curious I took the scorings for the wine regions of France and ran a histogram to analyze the true (empirical) distribution of scores.

As it turns out, the true average Parker vintage score is 86-87 and the most frequent score is 88.  In more recent vintages (primarily the last 10)  the most frequent score (or mode) is 95! I think the "new" average is about 90, so should you measure the potential of your wine purchases relative to that value  - assuming you take stock in anything Bob says?

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Replies

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Reply by dmcker, Mar 14, 2012.

Good one, Zuf. Just another example of score inflation in his world. Only getting worse with Galloni, it would seem (shades of the future?). Plus we always knew he liked warmer fruit, anyway! Just imagine all that pricing pressure from his friends out in the winemaking and selling world--wouldn't ever want to talk the market down, would he?

Might be useful to look at a few examples of specific ratings for specific vintages for specific regions, thrown up against competing charts (Decanter, WE, whatever), as well as our own views and experience. Then we could even go to the notes on websites for specific growers and winemakers to add that extra little bit of leavening...

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Reply by JonDerry, Mar 15, 2012.

I've always found that comical myself Zuf. "Average" vintages and average wines just hardly ever exist. Most everything is above average. There's got to be room for a website/blog that attempts to interpret the true meaning of what the talking heads are saying or trying to convey in their "notes".

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Reply by EMark, Mar 15, 2012.

Thank you, Zuf, for the effort here.  Your work is eye-opening,  easy to understand and confirms most of my suspicions.

I know that the 100-point scale is the "currency of the trade" (credit to Charles Olken), but I really believe that I can live with a 4-point scale:

  • Great
  • Good
  • Acceptable
  • Not Acceptable 
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Reply by Giacomo Pevere, Mar 15, 2012.

Zuf that inflation of vintage score is not just a Parker issue, in Italy all the most important Doc and Docg have official vintage rating and the last decade is everywhere the best ever. Of course that's impossible and this high ratings are just for pushing the market.

From 1997 to 2008 Barolo had seven 90+ vintages, four 80+ and just one average vintage. No vintages under average. 1947-1996 had four 90+ vintage, 50 years 4 great vintages!

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Reply by shsim, Mar 16, 2012.

Statistic is a good way to go for plenty of things.

Haha I agree with you Emark. And agree to disagree. I actually like the wine cup rating system on Snooth. Especially when I dont have much to say about the wine. The most important thing for me is to keep track of what I enjoyed from what I have tasted. But then knowing why is good too.

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Reply by gregt, Mar 16, 2012.

Well if you guys are interested, Parker tweeted this week about the 2011 vintage in Bordeaux  - 

"HEADING BACK TO BORDEAUX NEXT WEEK TO TASTE 2011s-ABSOLUTELY NO INTEREST IN THIS VINTAGE IF MY instincts are correct"

 

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Reply by dmcker, Mar 16, 2012.

Ooooh... is he begging for extra added attention, or what? Wonder what those cellar/lab wonks are blending up right now over in Bordeaux? Not that it'll have much to do with final bottlings....

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Reply by zufrieden, Mar 16, 2012.

Of course, I was just having a bit of fun at Parker's expense (and I am sure he can afford it).  It is true that the issue of which I spoke is common throughout the wine world and is tied to the economic imperatives that drive the so-called market (as an economist I am allowed a bit of leeway on this one, I hope).  If time permits I should (or one of you - the interested) look into the matter where it impacts a region of interest for you.  I may reprise this examination of scores according to the suggestions you provide, only you all may have to be a bit patient.

I only used Parker as an example; I could, of course name a great many more reviewers.  Those with the consistency and palate that I admire shall for the moment remain unnamed ( I know, that is a bit coy), but I know a few of you could guess who those annointed few might be!

Anyway, I thought this kind of quick analysis might be fun.  Let's continue - especially on the 2011 Bordeaux vintage referred to above.  Thanks for all the comments; I think we need to be aware of the marketing ploys used by reviewers and producers alike.  Until the next comment, bottoms up and enjoy!

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Reply by Michaelk, Mar 17, 2012.

I have always used a very simple scoring system.

I don't like it  –

I like it +

I like it alot ++

Much simpler and easier to sort through larger tastings!

I really don't know how these guys can decide between 88 or 89 points for example. I think that is one of the reasons the average is going up as well. Perhaps giving the wine a higher score is giving it "the benefit of the doubt".

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Reply by gregt, Mar 17, 2012.

But Michael - Zuf was talking about vintage ratings, not wine ratings, although the issue is similar.

Problem with vintage ratings is that in a hilly place, you can have widely different different years over a small distance.  I've sat on a hillside and watched another hill in the distance get slammed with rain and hail while the vineyard we were sitting in was dry and sunny. Similarly, a hillside can get flooded out but dry out in a couple of days whereas farther down in the valley, they're going to end up with mold and rot or too much water. Or you might get a sudden late spring frost or whatever.

When you average those things out, you say one vineyard had a perfect vintage, 100 points or "A", and one had a horrid vintage, say 50 points or "E" and you end up with an average of 50 points or "C" for the overall vintage. But that makes zero sense because you're not going to blend those 2 wines.

It's not a problem of Parker or any other critic actually, it's just the way things are.  You can offer very broad and general observations, e.g. it was an El Nino year or in general we had more or less rain/sun/fog overall than we did in other years, but you can't say much more.  They get these vintage ratings in part by looking at how many wines they gave high scores to, but that's flawed too.  You can get wines that are nice young and later crap out as many 1997 Napa wines are doing and most 2007 CdPs probably will, or you can get wines that don't drink well today but that might blossom. 

Good example is 2001 Ribera del Duero.  Some say it was the greatest vintage ever in the region, or at least one of them. But the most important winery, Vega Sicilia, didn't make Unico that year because they had an early spring frost that killed the nascent buds on the vines. The winery thought that the grapes produced from a second flowering aren't as good. So how do you rate that vintage overall?

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Reply by jaywalia, Mar 18, 2012.

While I dont go to the store with RP ratings armed I must admit I do tend to atleast consider his view amongst other reviews. I realised after I had my first few bottles of wine, the notes I had made were more similar to his albeit alot more amatuer however to me I buy what I like and I like what I like so for most part if I enjoyed it It'll fetch 90-99 on my ratings scale. Mr. Parkers views are just that, views, an advice or a guide but I'd prefer carving my own path,atleast thats how I'd like to keep it.

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Reply by zufrieden, Mar 18, 2012.

Of course the views on vintages (and to expand a bit) the wines themselves are, charitably put, informed opinion. My point was that reviewers are in tough with regional producers if they declare a vintage to be "average" unless the opinions of the mass of reviewers out there happen to be in rare alignment as they were with the horrible 1992 Bordeaux vintage.  Reviewers are under pressure to at least passively support the absurdly high vintage rating values of the last 40 years - warm vintages preferred by the likes of Parker notwithstanding.

If global warming (or, if you prefer, climate change) is behind the raft of "average" vintage ratings inflating values to the rarified heights of 95 points (though still called exceptional) then my response is to re-scale.

Also, as pointed out in one of the postings, vineyards facing each other across a narrow valley can be exposed to viscissitudes of weather that differ significantly and which, consequentially, produce profoundly different results in the bottle.  So I realize these scores are highly general, but they could be a lot more meaningful if properly scaled and less influenced by marketing and hype.

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Reply by duncan 906, Mar 19, 2012.

Robert Parker is a writer who expresses his opinions partly by using a points system but the bottom line is that they are his opinion.If we were all to drink the same bottle of wine we would probably have a thousand and one different opinions of it.Robert Parker's opinions are more valued than those of most of us however and are sometimes used for marketing purposes.Not for nothing but for his write-ups was he made an honary citizen in Chateau-neuf-du-Pape although he is actually a US citixen.On the other hand he fell out with some wine producers in Burgundy so he no longer goes to that region

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Reply by Richard Foxall, Mar 20, 2012.

I commented on this in another thread, but it belongs here.  Has Parker ever downgraded a vintage or a wine?  I know he has upgraded wines and vintages, but has he ever said, five or six years in, "Hey, I was wrong about this, it doesn't really have the stuffing I thought it did.  Drink 'em now, fellas"?  And, if he's going to upgrade something, doesn't he have to downgrade others to maintain an average within the specified range, esp for vintages?  That would be true even if he wasn't wrong, just because overall quality was going up. 

Or maybe that's how he explains that his "average" vintage score is above what average vintages are supposed to get.  Maybe it's not graded on a curve at all. Or maybe there are lots of above average vintages in Lake Rhonebegon.

As to the value overall of vintage scores, I posted this thread a while ago--great comments by many posters--about Parker's vintage of a lifetime in 2007, an opinion I think he should revisit and downgrade, even on what seem to be his terms.

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Reply by dmcker, Mar 20, 2012.

If he downgrades 2007 in the Rhone, what's he going to do with 2002 (or 2007 for that matter) in Bordeaux? Not that he even bothered to visit for en primeur that season of war paranoia. I've had more crap bottles from that year than any other the past decade or more, even than 2007 and 1997....

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Reply by mistersplice, Mar 20, 2012.

I've been using the new 50-point wine rating scale. It's heavily influenced by Parker's 50-point scale, but it leaves out the component for judging the aging potential of a wine, which is difficult to determine for most people anyway. (For the record, Robert Parker also uses a 50 point scale, even though his average score is apparently 88 or 90.) This system also leaves out the school grading bias that affects the perception of a wine's quality and causes the scores to trend upward. Read more about the reasoning behind the new scoring system in detail at the link.

For the past year, I have only used the new system with the guy that came up with the idea, but our independently-calculated scores have always had less than a 5 point difference. It works, and it doesn't have the built-in limitation of Parker's system. I use it for my ratings here at Snooth as well, I just have to adjust the 50 points to fit the 5 wine glass ratings here.

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Reply by Richard Foxall, Mar 20, 2012.

So then you just double your fifty point scale... I guess the whole question is whether any system of points is useful. 

Or you could just make it a ten point scale--and use the whole scale.  "I hate it" gets 0, "it's okay to swallow so my host isn't offended" gets 1, "not bad" covers 2-3, "good enough to have a second glass if it's on my parent's/host's table" gets 4-5, "I'd buy a bottle to have at home," gets 6-7, "This wine taught me something and I would happily talk about it" gets 8, and "I think everyone I care about should try this wine because they will think I am fabulous and have great taste" gets 9.  Life-changing wines get 10.

And when there are too many wines getting a ten?  Do like this guy:

<img alt="" 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" /></p> <p> When you need that extra little push over the cliff, <a href="http://www.youtube.com/watch?v=ll7rWiY5obI">turn it up to 11.</a></p>

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Reply by zufrieden, Mar 21, 2012.

I think the idea is to (a) reconsider one's earlier views of a vintage (or a wine, if you like) in the light of new information and (b) seriously reconsider the wisdom of not adhering to double-blind tastings - whether these apply to vintage assessments or the merits of individual wines.  I appreciate all your responses and feel at least a bit justified in feeling that tastings need to be a statistically reasonable amalgam of many reviewers - amateur and professional (so-called).  To achieve a score that represents the blind assessment of a reviewer must be the goal.

20
6010
Reply by dmcker, Mar 22, 2012.

As per a comment of mine in another thread, I don't think wine should be rated only double blind. You never get the story of the wine that way, can't do verticals to gain perspective, etc. Especially when we're talking cattle-call tastings with potentially scores of wines all at once. Those tastings are, for how I choose to choose and drink wine, basically worthless.

And I thought we were talking about ratings of entire vintages for entire regions, anyway.  ;-)

806
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Reply by Eric Guido, Mar 22, 2012.

What's amazing to me, is how many people agree that we've seen this massive score inflation, and yet the publications do nothing about it.  I remember the days when a 90-point wine was something to get excited about, and when a 95-99 was holy grail stuff--with100 being impossible to find.

It wouldn't bother me so much if they updated their scoring system so we all knew what it really meant.  In my mind, it seems like everything is scored on a 20 point system now.

For instance;

80 - 84 below standard

85 - 89 acceptable 

90 - 94 above average

95 - 99 good - great

100 - Excellent

(almost forgot Parker created a new one) 100+ Holy grail

If this is the way that WA and WS see wine, then at least let us know about it publicly. 

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