ReadMe

How often 10 AI models recommend ReadMe, what they say about it, and who they recommend instead, on the 2 buying questions where it came up.

Mention rate

8%of all answers on these questions

Best standing

#16of 38 on Best team knowledge base tools

Buying questions

2where any model named it

Never named it

2of 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. Qwen 3.8 Flash25%
2. Gemini 4 Argon15%
3. DeepSeek V4 Pro15%
4. GPT-6 Luna5%
5. GLM-5.35%
6. Kimi K35%
7. Mistral Large 45%
8. Nemotron 3 Ultra5%
9. Claude Haiku 5.50%
10. MiniMax M30%

Never named it: Claude Haiku 5.5 MiniMax M3

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 team knowledge base tools 2

• Gemini 4 ArgonGold standard for interactive API documentation and personalized developer hubs.
• Qwen 3.8 FlashPremium API documentation platform; interactive consoles worth paying for.

Best SDKs for AI agents that handle Office and PDF files 2

• Qwen 3.8 FlashInteractive API docs with strong developer-agent workflows.
• DeepSeek V4 ProAPI documentation platform with AI-powered Q&A that actually understands your endpoints.

Against the competition

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

Best team knowledge base tools

38 products named in 120 answers across 4 wordings

In nearly every answer

ConfluenceNotionDocument360

Contested

1. 4Guru80%
2. 5Tettra78%
3. 6GitBook73%
4. 7Slab73%
5. 8Slite54%
6. ⋯
7. 16ReadMe10%

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. 40ReadMe5%

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 team knowledge base tools		8	25	25	8	8	8		8	8
Best SDKs for AI agents that handle Office and PDF files				25	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 team knowledge base tools				40
Best SDKs for AI agents that handle Office and PDF files				20

Head to head

Against the products named most often on the same questions

ReadMe vs ConfluenceReadMe vs NotionReadMe vs Document360ReadMe vs GuruReadMe vs TettraReadMe vs GitBook

Compare with another product

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