---
id: deepdiff
version: "9.1.0"
license: unclear
license_treatment: permissive
maintenance: active
---

# deepdiff — Deep Difference and Search of any Python object/data. Recreate objects by adding adding deltas to each other.

License: permissive · Maintenance: active · Popularity: top 1,000 on PyPI

## Install

pip install deepdiff
uv add deepdiff
poetry add deepdiff

## Description

# DeepDiff v 9.1.0

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[![Build Status](https://github.com/seperman/deepdiff/workflows/Unit%20Tests/badge.svg)](https://github.com/seperman/deepdiff/actions)
[![codecov](https://codecov.io/gh/seperman/deepdiff/branch/master/graph/badge.svg?token=KkHZ3siA3m)](https://codecov.io/gh/seperman/deepdiff)

**DeepDiff is now part of [Qluster](/qluster).**

*If you're building workflows around data validation and correction, [Qluster](/qluster) gives your team a structured way to manage rules, review failures, approve fixes, and reuse decisions—without building the entire system from scratch.*

## Modules

- [DeepDiff](https://zepworks.com/deepdiff/current/diff.html): Deep Difference of dictionaries, iterables, strings, and ANY other object.
- [DeepSearch](https://zepworks.com/deepdiff/current/dsearch.html): Search for objects within other objects.
- [DeepHash](https://zepworks.com/deepdiff/current/deephash.html): Hash any object based on their content.
-...

## AI interpretation — verify before relying

DeepDiff compares Python objects deeply—dictionaries, lists, strings, and arbitrary types—to find differences, and provides complementary tools to search within objects, hash by content, compute deltas, and extract nested values.

Verdict: DeepDiff is a mature, actively maintained library (Production/Stable, 2520 stars, recent release) with zero known vulnerabilities, permissive licensing, and low install friction. It is well-suited for production use in data validation, comparison, and serialization workflows.

[View on SkillFed](https://skillfed.io/packages/deepdiff) · [View on PyPI](https://pypi.org/project/deepdiff/)