GitBook

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

Mention rate

45%of all answers on these questions

Best standing

#6of 38 on Best team knowledge base tools

Buying questions

2where any model named it

Never named it

0of 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 Flash70%
2. Nemotron 3 Ultra60%
3. Kimi K355%
4. Gemini 4 Argon50%
5. DeepSeek V4 Pro50%
6. MiniMax M350%
7. Claude Haiku 5.540%
8. GLM-5.340%
9. Mistral Large 420%
10. GPT-6 Luna15%

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 10

• Claude Haiku 5.5Excellent for technical teams, with Git sync and clean developer-friendly publishing.
• GPT-6 LunaPolished docs-as-code experience that balances developer workflows with approachable visual editing.
• Gemini 4 ArgonBest-in-class for technical teams, offering Git-synced workflows and clean, structured documentation.
• Qwen 3.8 FlashBest-in-class for technical docs-as-code publishing and versioning.
• DeepSeek V4 ProBeautiful docs platform; ideal for product and engineering teams.
• GLM-5.3Clean docs platform, strong versioning and API documentation.
• Kimi K3Best for technical documentation with Git workflows and polished public docs.
• MiniMax M3Developer-friendly docs platform with Git sync and strong technical documentation.
• Mistral Large 4Purpose-built for developer documentation with beautiful, fast output.
• Nemotron 3 UltraDeveloper-friendly docs-as-code platform with Git sync and beautiful output.

Best SDKs for AI agents that handle Office and PDF files 1

• Qwen 3.8 FlashAI assistant search built into polished doc sites.

Against the competition

Each question's products ranked by the share of all answers that named them, GitBook 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%

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. 62GitBook3%

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	67	25	83	100	83	67	92	83	33	100
Best SDKs for AI agents that handle Office and PDF files				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	73	60	60	100
Best SDKs for AI agents that handle Office and PDF files				10

Head to head

Against the products named most often on the same questions

GitBook vs ConfluenceGitBook vs NotionGitBook vs Document360GitBook vs GuruGitBook vs TettraGitBook vs Slab

Compare with another product

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