# Leggings Size Guide

> Leggings Measurements

Source: https://spanx.kustomer.help/en_us/leggings-size-guide-HJbCfS3j9

Last updated: 2025-08-25T19:47:05.321Z

# **Leggings Measurements**

**For instructions on how to measure yourself, click [here](https://spanx.kustomer.help/en_us/how-do-i-measure-myself-and-find-my-size-SyZ8oEgXh).**  

**Imperial Values:** 

![](data:image/png;base64,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)  

**Metric Values:** 

![](data:image/png;base64,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)
