Confluence

By Atlassian

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

Mention rate

100%of all answers on this question

Best standing

#1of 38 on Best team knowledge base tools

Buying questions

1where 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. Claude Haiku 5.5100%
2. GPT-6 Luna100%
3. Gemini 4 Argon100%
4. Qwen 3.8 Flash100%
5. DeepSeek V4 Pro100%
6. GLM-5.3100%
7. Kimi K3100%
8. MiniMax M3100%
9. Mistral Large 4100%
10. Nemotron 3 Ultra100%

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 5.5Mature enterprise wiki with deep Jira integration and strong permissions.
• GPT-6 LunaMature, flexible wiki with strong integrations and familiar collaboration workflows.
• Gemini 4 ArgonThe enterprise gold standard with deep Jira integration and robust permission controls.
• Qwen 3.8 FlashEnterprise wiki standard, deep Jira integration, strong structure and templates.
• DeepSeek V4 ProEnterprise wiki standard; deep Jira integration and structured spaces.
• GLM-5.3Deeply established enterprise wiki with strong structure and permissions.
• Kimi K3Most mature enterprise wiki; unbeatable for large orgs already on Jira.
• MiniMax M3Mature, powerful wiki tool deeply integrated with Jira and Atlassian ecosystem.
• Mistral Large 4Deep Jira/Atlassian integration makes it essential for engineering-led teams.
• Nemotron 3 UltraEnterprise-grade wiki tightly integrated with Jira for software teams.

Against the competition

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

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	100	100	100	100	100	100	100	100	100	100

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	100	100	100	100

Head to head

Against the products named most often on the same questions

Confluence vs NotionConfluence vs Document360Confluence vs GuruConfluence vs TettraConfluence vs GitBookConfluence vs Slab

Compare with another product

Other Atlassian products: Jira, Trello, Jira Service Management, Bitbucket Pipelines, Bamboo, Opsgenie

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