pyexcel-xlsx

How often 10 AI models recommend pyexcel-xlsx, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

4%of all answers on this question

Best standing

#21of 42 on Best Python libraries for reading and editing Excel files

Buying questions

1where any model named it

Never named it

8of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. Nemotron 3 Ultra25%
2. Claude Haiku 5.513%
3. GPT-6 Luna0%
4. Gemini 4 Argon0%
5. Qwen 3.8 Flash0%
6. DeepSeek V4 Pro0%
7. GLM-5.30%
8. Kimi K30%
9. MiniMax M30%
10. Mistral Large 40%

Never named it: GPT-6 Luna Gemini 4 Argon Qwen 3.8 Flash DeepSeek V4 Pro GLM-5.3 Kimi K3 MiniMax M3 Mistral Large 4

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best Python libraries for reading and editing Excel files 2

• Claude Haiku 5.5Plugin backend for pyexcel that handles xlsx read and write operations.
• Nemotron 3 Ultrapyexcel plugin for xlsx format

Against the competition

Each question's products ranked by the share of all answers that named them, pyexcel-xlsx highlighted.

Best Python libraries for reading and editing Excel files

42 products named in 80 answers across 4 wordings

In nearly every answer

openpyxlpandasXlsxWriterxlrdxlwings

Contested

1. 6pyexcel78%
2. 7pyxlsb63%
3. 8xlwt60%
4. 9Python calamine43%
5. 10PyExcelerate25%
6. ⋯
7. 21pyexcel-xlsx4%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best Python libraries for reading and editing Excel files	13									25

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best Python libraries for reading and editing Excel files		10	5

Head to head

Against the products named most often on the same questions

pyexcel-xlsx vs openpyxlpyexcel-xlsx vs pandaspyexcel-xlsx vs XlsxWriterpyexcel-xlsx vs xlrdpyexcel-xlsx vs xlwingspyexcel-xlsx vs pyexcel

Compare with another product

Work on pyexcel-xlsx? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.