White · California · United States
Gnarly Head Viognier
Scored from 475 calibrated Vivino reviewers, each re-centered on their own rating baseline before the bottle is ranked. Cohort: White · United States (2,311 wines).
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What reviewers say
“Gods of wine were merciful again. (No bland stuff☺). In each respect fairly neutral wine. Straw colour with greenish hues, quiet aromas of peaches, limes, apples honeysuckle and some flowery background. Nothing bad but also nothing overwhelming.”
From a top-rated Vivino review for this bottle.
Summary
It has fragrant aromas of citrus fruit, peach and honeysuckle. It is refreshing on the palate, offering flavours of peach and nectarine, accompanied by tropical fruits such as guava.
From California in the United States, Gnarly Head Viognier is a white.
The cohort it is ranked inside holds 2,311 American whites. 475 Vivino reviewers rate with enough spread for a personal baseline to be measured, and those are the ones the calibrated score reads; a separate, broader pool of 493 reviewers with at least two ratings each feeds the raw-average track.
How the score was built
We compare the reviewers of this bottle against every other wine those same people reviewed. Each review is scored relative to the reviewer's own baseline — four stars from someone who hands out fives means something very different from four stars from someone who rarely goes above three. Every reviewer then counts the same, so the result is a calibrated consensus rather than a star average.
- Global percentile
- Where Gnarly Head Viognier lands against every wine we rank.
- In-cohort percentile
- The same comparison narrowed to its cohort — wines of the same type from the same country. A Chilean red is judged against Chilean reds, not against Champagne. Ranked against White · United States (2,311 wines).
- AI-adjusted percentile
- The same reviewer-normalized score, corrected for how much confidence the sample supports: thin samples are pulled toward the corpus average. Each wine keeps the share n / (n + 53) of its measured distance from the average, where n is its calibrated-reviewer count, and the result is ranked on the same scale as the global percentile.53 is the median sample size across everything we rank. Here n is 475.
