Xlwings vs Pyxll: Which is Better?
When integrating Python with Excel for automation, two powerful libraries are xlwings
and pyxll
. Both allow Python to interact with Excel, but they have different approaches and use cases.
1. Overview
🔹 What is xlwings?
xlwings
is a Python library that automates Excel by interacting with it through COM (Windows) or AppScript (Mac). It allows reading, writing, and modifying Excel files while keeping Excel open and active.
🔹 What is pyxll?
pyxll
is a commercial add-in that integrates Python directly into Excel, allowing users to write Python functions as Excel functions (UDFs), create macros, and handle real-time data updates.
2. Feature Comparison
Feature | xlwings | pyxll |
---|---|---|
Read/Write Excel Files | ✅ Yes | ✅ Yes |
Modify Existing Files | ✅ Yes | ✅ Yes |
Run Python Code in Excel | ✅ Yes (Through VBA macros) | ✅ Yes (As an add-in) |
Define Custom Excel Functions (UDFs) | ⚠️ Limited | ✅ Yes (Full UDF support) |
Performance on Large Data | 🐢 Slower (Due to COM interface) | 🚀 Faster (Direct Excel integration) |
Real-Time Data Updates | ❌ No | ✅ Yes |
Requires Excel to Be Open | ✅ Yes | ❌ No (Can work in background) |
Platform Support | ✅ Windows & Mac | ✅ Windows only |
Pricing | ✅ Free & Open Source | ❌ Paid (Commercial License) |
3. Performance Differences
Scenario | xlwings | pyxll |
---|---|---|
Processing Large Datasets | 🐢 Slower (Limited by COM interface) | 🚀 Faster (Optimized for performance) |
Calling Python Functions from Excel | ⚠️ Requires VBA wrapper | ✅ Seamless with add-in |
Real-time Updates (Stock Prices, Sensors, etc.) | ❌ No | ✅ Yes |
4. Code Comparison
🔹 Calling a Python Function from Excel
Using xlwings
pythonCopy codeimport xlwings as xw
def my_function():
wb = xw.Book.caller() # Access open workbook
sheet = wb.sheets['Sheet1']
sheet.range("A1").value = "Hello from Python"
- Requires Excel to be open.
- Needs a VBA macro to trigger the Python function.
Using pyxll
pythonCopy codefrom pyxll import xl_func
@xl_func
def add_numbers(a: float, b: float) -> float:
return a + b
- The function can be directly used in Excel like
=add_numbers(A1, B1)
. - No need for VBA macros.
5. When to Use Which?
✅ Use xlwings
if:
✔ You need a free and open-source solution.
✔ You want to automate Excel by reading/writing data without complex integration.
✔ You are comfortable working with VBA for function execution.
✔ You are working on Mac (since pyxll
is Windows-only).
✅ Use pyxll
if:
✔ You need high-performance real-time functions and UDFs.
✔ You want to call Python functions directly from Excel without VBA.
✔ You require real-time data updates (e.g., stock prices, IoT).
✔ You don’t mind paying for a commercial license.