# Pants Size Guide

> Pants Measurements

Source: https://spanx.kustomer.help/en_us/pants-size-guide-S1vtB7ijq

Last updated: 2025-08-25T17:46:32.020Z

  

# **Pants 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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)**
