# Jeans Size Guide

> Pants Measurements        For instructions on how to measure yourself click    here   

Source: https://spanx.kustomer.help/en_us/jeans-size-guide-BJuo54cFee

Last updated: 2025-08-25T19:41:17.759Z

# **Jeans 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:**

# 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)  

**Metric Values:**

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