Amazon TextractvsPyMuPDF
How 10 AI models weigh Amazon Textract against PyMuPDF on the 1 buying question where both came up.
- Amazon Textract
- 18%of answers named it
- PyMuPDF
- 35%of answers named it
- Placed higher
- 7–13times Amazon Textract vs PyMuPDF, over 20 model rankings that listed either
- Models leaning
- 2–6toward Amazon Textract vs PyMuPDF; 2 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 | PyMuPDF | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 25% | 63% | 1–3 | PyMuPDF |
| GPT-6 Luna | 25% | 13% | 1–0 | Amazon Textract |
| Gemini 4 Argon | 25% | 50% | 1–1 | Even |
| Qwen 3.8 Flash | 0% | 25% | 0–1 | PyMuPDF |
| DeepSeek V4 Pro | 0% | 38% | 0–1 | PyMuPDF |
| GLM-5.3 | 38% | 38% | 1–2 | PyMuPDF |
| Kimi K3 | 13% | 13% | 1–1 | Even |
| MiniMax M3 | 13% | 25% | 0–1 | PyMuPDF |
| Mistral Large 4 | 38% | 25% | 2–0 | Amazon Textract |
| Nemotron 3 Ultra | 0% | 63% | 0–3 | PyMuPDF |
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 PyMuPDF
One reason per model, from the shared questions
- Claude Haiku 5.5
Fast Python library for PDF reading, extraction, and editing, popular in AI pipelines.
- Gemini 4 Argon
Blazingly fast Python library with dedicated LLM extensions for extracting structured PDF and document data.
- DeepSeek V4 Pro
Lightweight, fast Python library for reading and writing PDFs with strong agent compatibility.
- GLM-5.3
The go-to Python library for programmatic PDF reading and writing.
- MiniMax M3
Fast, rich PDF parsing with images, text, and metadata support
- Mistral Large 4
Fast, free, and precise PDF text and layout extraction, a developer favorite.
- Nemotron 3 Ultra
Fast Python binding to MuPDF for PDF text extraction, rendering, editing
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 | PyMuPDF |
|---|---|---|
| Best SDKs for AI agents that handle Office and PDF files | 18% #14 | 35% #5 |
| Best Python libraries for PowerPoint files | · | 1% #64 |