LlamaParse

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

Mention rate

26%of all answers on this question

Best standing

#8of 130 on Best SDKs for AI agents that handle Office and PDF files

Buying questions

1where any model named it

Never named it

1of 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. Gemini 4 Argon63%
2. GLM-5.350%
3. Kimi K338%
4. Claude Haiku 5.525%
5. DeepSeek V4 Pro25%
6. Mistral Large 425%
7. GPT-6 Luna13%
8. Qwen 3.8 Flash13%
9. MiniMax M313%
10. Nemotron 3 Ultra0%

Never named it: 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 8

• Claude Haiku 5.5Strong LLM-oriented PDF parsing that handles complex layouts and tables
• GPT-6 LunaStrong OCR, tables, and layout extraction; practical multimodal parsing for agent-ready document ingestion.
• Gemini 4 ArgonPurpose-built for AI agents to parse complex PDFs and Office documents into LLM-ready markdown.
• DeepSeek V4 ProLlamaIndex-native parser that converts complex PDFs into agent-friendly structured text.
• GLM-5.3Best-in-class parsing of PDFs, tables, and layouts into agent-ready markdown.
• Kimi K3Best-in-class PDF-to-Markdown conversion for agentic RAG pipelines.
• MiniMax M3Best-in-class PDF parsing accuracy for complex layouts
• Mistral Large 4LlamaIndex's purpose-built document parser, excellent for structured extraction and RAG.

Against the competition

Each question's products ranked by the share of all answers that named them, LlamaParse 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. 8LlamaParse26%

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	13	63	13	25	50	38	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 SDKs for AI agents that handle Office and PDF files	20		40	45

Head to head

Against the products named most often on the same questions

LlamaParse vs UnstructuredLlamaParse vs python-docxLlamaParse vs Apache POILlamaParse vs Aspose.TotalLlamaParse vs PyMuPDFLlamaParse vs Aspose.Words

Compare with another product

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