A 92-point score was never about you
Critic scores and star averages answer a question you never asked. Here's the one that actually matters — and why chemistry can answer it.
By The OENRA team
Walk into any wine shop and you're surrounded by numbers. A 92 here, a 4.2-star average there, a shelf talker promising “notes of blackberry, leather, and tobacco.” All of it feels like guidance. Almost none of it answers your real question: will I like this bottle?
The predictability gap
In a 2026 Wine Market Council survey of wine-hesitant consumers, only about 11% said it was easy to predict how a wine would taste — versus 55% for beer and 44% for spirit-based cocktails. For a lot of people, wine's core problem isn't price or snobbery. It's unpredictability.
A critic's score compresses one very trained palate into a single number. That's genuinely useful information — about that critic. It says almost nothing about you, because taste isn't universal.
Two people can open the same bottle and have opposite reactions. That's not a disagreement. It's biology.
Why chemistry changes the question
A wine's flavor is the measurable sum of its compounds — acids, sugars, phenolics, and hundreds of volatile aroma molecules. Your palate is measurable too. When you model both on the same axes, you stop asking “is this a good wine?” and start asking “is this a good wine for me?” That second question finally has an answer.
Sources for the studies referenced across the Journal are collected on our science page.