Amazon Textract

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

Mention rate

18%of all answers on this question

Best standing

#14of 130 on Best SDKs for AI agents that handle Office and PDF files

Buying questions

1where any model named it

Never named it

3of 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. GLM-5.338%
2. Mistral Large 438%
3. Claude Haiku 5.525%
4. GPT-6 Luna25%
5. Gemini 4 Argon25%
6. Kimi K313%
7. MiniMax M313%
8. Qwen 3.8 Flash0%
9. DeepSeek V4 Pro0%
10. Nemotron 3 Ultra0%

Never named it: Qwen 3.8 Flash DeepSeek V4 Pro Nemotron 3 Ultra

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 SDKs for AI agents that handle Office and PDF files 5

• Claude Haiku 5.5Reliable OCR and table and form extraction, scales well inside AWS workflows.
• GPT-6 LunaBattle-tested form and table extraction, especially compelling for AWS-centric agent workflows.
• Gemini 4 ArgonBattle-tested scalability for high-volume extraction of structured forms, tables, and handwriting.
• GLM-5.3Reliable, cheap at volume, seamless inside AWS agent stacks.
• Mistral Large 4AWS-native extraction for forms, tables, and handwriting with tight AWS integration.

Against the competition

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

Best SDKs for AI agents that handle Office and PDF files

130 products named in 80 answers across 4 wordings

Contested

1. 1Unstructured44%
2. 2python-docx40%
3. 3Apache POI39%
4. 4Aspose.Total38%
5. 5PyMuPDF35%
6. ⋯
7. 14Amazon Textract18%

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 SDKs for AI agents that handle Office and PDF files	25	25	25			38	13	13	38

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 SDKs for AI agents that handle Office and PDF files			15	55

Head to head

Against the products named most often on the same questions

Amazon Textract vs UnstructuredAmazon Textract vs python-docxAmazon Textract vs Apache POIAmazon Textract vs Aspose.TotalAmazon Textract vs PyMuPDFAmazon Textract vs Aspose.Words

Compare with another product

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