ConfluencevsGitBook
How 10 AI models weigh Confluence against GitBook on the 1 buying question where both came up.
- Confluence
- 100%of answers named it
- GitBook
- 73%of answers named it
- Placed higher
- 39–1times Confluence vs GitBook, over 40 model rankings that listed either
- Models leaning
- 10–0toward Confluence vs GitBook
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | Confluence | GitBook | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 67% | 4–0 | Confluence |
| GPT-6 Luna | 100% | 25% | 4–0 | Confluence |
| Gemini 4 Argon | 100% | 83% | 3–1 | Confluence |
| Qwen 3.8 Flash | 100% | 100% | 4–0 | Confluence |
| DeepSeek V4 Pro | 100% | 83% | 4–0 | Confluence |
| GLM-5.3 | 100% | 67% | 4–0 | Confluence |
| Kimi K3 | 100% | 92% | 4–0 | Confluence |
| MiniMax M3 | 100% | 83% | 4–0 | Confluence |
| Mistral Large 4 | 100% | 33% | 4–0 | Confluence |
| Nemotron 3 Ultra | 100% | 100% | 4–0 | Confluence |
What the models say about Confluence
One reason per model, from the shared questions
- Claude Haiku 5.5
Mature enterprise wiki with deep Jira integration and strong permissions.
- GPT-6 Luna
Mature, flexible wiki with strong integrations and familiar collaboration workflows.
- Gemini 4 Argon
The enterprise gold standard with deep Jira integration and robust permission controls.
- Qwen 3.8 Flash
Enterprise wiki standard, deep Jira integration, strong structure and templates.
- DeepSeek V4 Pro
Enterprise wiki standard; deep Jira integration and structured spaces.
- GLM-5.3
Deeply established enterprise wiki with strong structure and permissions.
- Kimi K3
Most mature enterprise wiki; unbeatable for large orgs already on Jira.
- MiniMax M3
Mature, powerful wiki tool deeply integrated with Jira and Atlassian ecosystem.
- Mistral Large 4
Deep Jira/Atlassian integration makes it essential for engineering-led teams.
- Nemotron 3 Ultra
Enterprise-grade wiki tightly integrated with Jira for software teams.
What the models say about GitBook
One reason per model, from the shared questions
- Claude Haiku 5.5
Excellent for technical teams, with Git sync and clean developer-friendly publishing.
- GPT-6 Luna
Polished docs-as-code experience that balances developer workflows with approachable visual editing.
- Gemini 4 Argon
Best-in-class for technical teams, offering Git-synced workflows and clean, structured documentation.
- Qwen 3.8 Flash
Best-in-class for technical docs-as-code publishing and versioning.
- DeepSeek V4 Pro
Beautiful docs platform; ideal for product and engineering teams.
- GLM-5.3
Clean docs platform, strong versioning and API documentation.
- Kimi K3
Best for technical documentation with Git workflows and polished public docs.
- MiniMax M3
Developer-friendly docs platform with Git sync and strong technical documentation.
- Mistral Large 4
Purpose-built for developer documentation with beautiful, fast output.
- Nemotron 3 Ultra
Developer-friendly docs-as-code platform with Git sync and beautiful output.
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | Confluence | GitBook |
|---|---|---|
| Best team knowledge base tools | 100% #1 | 73% #6 |
| Best SDKs for AI agents that handle Office and PDF files | · | 3% #62 |