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Why facial ratios dont explain facial attractiveness

## Facial ratios and the harmony score

The harmony score based on facial ratios does not equal true facial attractiveness. Your personal ratios play a role, but even the whole set of ratios is only one of many variables in an objective rating.

Ratios that actually matter a lot

Only a few specific ratios significantly determine male facial attractiveness. These are exceptions, not the rule.

  • Facial width related ratios (FWHR and jaw width)
  • Nose width and mouth related ratios
  • Middle to lower facial height ratio

The pareto pattern

Most other facial ratios are remarkably irrelevant. This follows a Pareto law style distribution where a small set of ratios carries most of the weight.

Better analysis framework

A more accurate system isolates the mentioned key ratios and places them inside a framework with other more important variables. This avoids overvaluing the harmony score.

Limits of ratio based scoring

A ratios only score is far from objective. It can place you significantly above or below your true facial rating.

  • Fixing ratios does not improve attractiveness to the extent the harmony score predicts
  • Most ratios are less valuable than the harmony score implies

Key points

  • Harmony score is not a final attractiveness rating
  • Only a few male ratios are fundamentally important
  • Other ratios are largely irrelevant
  • Use ratios as part of a broader framework

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