openpyxl

How often 10 AI models recommend openpyxl, what they say about it, and who they recommend instead, on the 3 buying questions where it came up.

Mention rate: 49%of all answers on these questions
Best standing: #1of 42 on Best Python libraries for reading and editing Excel files
Buying questions: 3where any model named it
Never named it: 0of 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

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

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

Best Python libraries for reading and editing Excel files 10

Claude Haiku 5.5Most popular pure-Python library for reading and editing xlsx files with formatting.
GPT-6 LunaBest general-purpose choice for reading and editing modern .xlsx files with a clear, mature API.
Gemini 4 ArgonThe gold standard for comprehensive reading, editing, and formatting of modern xlsx files.
Qwen 3.8 FlashDe facto standard for reading and writing .xlsx files in Python.
DeepSeek V4 ProBest all-around for .xlsx reading/writing, styling, and charts without Excel installed.
GLM-5.3Best-in-class engine for reading/writing xlsx with rich formatting and performance.
Kimi K3The gold standard for full xlsx read/write control without Excel installed.
MiniMax M3De facto standard for reading/writing modern .xlsx files.
Mistral Large 4The go-to standard for reading and writing .xlsx files in pure Python.
Nemotron 3 UltraMost popular for .xlsx read/write with full features

Best SDKs for AI agents that handle Office and PDF files 7

Claude Haiku 5.5Widely used Python library for reading and writing Excel .xlsx files.
Qwen 3.8 FlashFree, dependable pure-Python choice for xlsx read/write.
DeepSeek V4 ProDominant Python choice for Excel files, supports formulas and styling.
Kimi K3Most practical Excel read/write SDK for agent automation.
MiniMax M3Go-to Python library for creating and modifying Excel xlsx files.
Mistral Large 4De facto Python standard for Excel read/write with solid performance and features.
Nemotron 3 UltraTop Python library for Excel xlsx read/write.

Best Python libraries for PowerPoint files 3

DeepSeek V4 ProUseful sidekick for pulling chart data from Excel into PowerPoint slides.
MiniMax M3Excellent for reading data from Excel to populate PowerPoint slides created by other libraries.
Mistral Large 4Pair with pptx for exporting chart data to spreadsheets.

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

42 products named in 80 answers across 4 wordings

In nearly every answer

Contested

130 products named in 80 answers across 4 wordings

Contested

129 products named in 80 answers across 4 wordings

In nearly every answer

Contested

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	100	100	100	100	100	100	100	100	100	100
Best SDKs for AI agents that handle Office and PDF files	50			50	13	13	38	38	25	63
Best Python libraries for PowerPoint files		13		25	63	13		25	25	25

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	100	100	100	100
Best SDKs for AI agents that handle Office and PDF files	35	50	30
Best Python libraries for PowerPoint files	20	10	20	25

Against the products named most often on the same questions

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