Workflow Automation

xlwings

Bridge Python and Excel for seamless data manipulation.

Status
Not yet determined
Last checked
Aging · Aug 23, 2026
License
Open source
Pricing
Free tier · from $0
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What it is

xlwings is a BSD-licensed library that simplifies calling Python from Excel and vice versa, enabling efficient data analysis and automation tasks between the two environments.

xlwings stands out as an open-source library specifically designed to bridge the gap between Python and Excel, offering a unique combination of ease-of-use and powerful integration capabilities.

When it fits — and when it doesn’t

A good fit for

  • Developers needing to automate repetitive Excel tasks via Python

  • Data analysts who require advanced data manipulation capabilities in Excel using Python scripts

  • Teams working on projects that involve both Excel and Python for data processing

Look elsewhere if

  • Projects requiring real-time data streaming between Excel and Python

  • Users looking for a cloud-based solution to integrate Excel with Python

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Steep learning curve for non-Python developers

    API requires Python-specific patterns and idioms, which can be challenging for users primarily familiar with Excel VBA or other languages.

  2. 02

    Frequent breaking changes between versions

    Historical documentation shows significant API overhauls from v0.1 to v0.2 and beyond, requiring substantial code updates for version compatibility.

  3. 03

    Limited support for Excel features

    xlwings does not fully support all Excel functionalities such as pivot tables or advanced charting options directly through its API.

  4. 04

    Performance overhead when handling large datasets

    Interprocess communication between Python and Excel can introduce latency, particularly noticeable with operations on large data sets.

What it does well

  • Seamless integration between Python and Excel

  • Support for both calling Python from Excel and vice versa

  • BSD-licensed, open-source nature

  • Active community support

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up xlwings

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →