Amazon Textractvspython-docx
How 10 AI models weigh Amazon Textract against python-docx on the 1 buying question where both came up.
- Amazon Textract
- 18%of answers named it
- python-docx
- 40%of answers named it
- Placed higher
- 7–14times Amazon Textract vs python-docx, over 21 model rankings that listed either
- Models leaning
- 2–5toward Amazon Textract vs python-docx; 3 even
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | Amazon Textract | python-docx | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 25% | 63% | 1–2 | python-docx |
| GPT-6 Luna | 25% | 0% | 1–0 | Amazon Textract |
| Gemini 4 Argon | 25% | 0% | 1–0 | Amazon Textract |
| Qwen 3.8 Flash | 0% | 38% | 0–0 | Even |
| DeepSeek V4 Pro | 0% | 38% | 0–1 | python-docx |
| GLM-5.3 | 38% | 63% | 1–1 | Even |
| Kimi K3 | 13% | 63% | 1–3 | python-docx |
| MiniMax M3 | 13% | 38% | 0–2 | python-docx |
| Mistral Large 4 | 38% | 25% | 2–2 | Even |
| Nemotron 3 Ultra | 0% | 75% | 0–3 | python-docx |
What the models say about Amazon Textract
One reason per model, from the shared questions
- Claude Haiku 5.5
Reliable OCR and table and form extraction, scales well inside AWS workflows.
- GPT-6 Luna
Battle-tested form and table extraction, especially compelling for AWS-centric agent workflows.
- Gemini 4 Argon
Battle-tested scalability for high-volume extraction of structured forms, tables, and handwriting.
- GLM-5.3
Reliable, cheap at volume, seamless inside AWS agent stacks.
- Mistral Large 4
AWS-native extraction for forms, tables, and handwriting with tight AWS integration.
What the models say about python-docx
One reason per model, from the shared questions
- Claude Haiku 5.5
Simple, popular Python library for creating and editing Word documents.
- DeepSeek V4 Pro
Best Python library for .docx reading and writing, simple API.
- GLM-5.3
Well-documented Python library for Excel and Word automation.
- Kimi K3
Simple, dependable Word document creation and editing for agents.
- MiniMax M3
Clean Python API for generating and editing Word documents programmatically.
- Mistral Large 4
Simple, widely adopted Python library for Word documents without Office dependencies.
- Nemotron 3 Ultra
Pythonic library for creating/updating Word .docx files programmatically
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | Amazon Textract | python-docx |
|---|---|---|
| Best SDKs for AI agents that handle Office and PDF files | 18% #14 | 40% #2 |
| Best Python libraries for PowerPoint files | · | 18% #11 |
| Best Python libraries for reading and editing Excel files | · | 1% #29 |