ConfluencevsDocument360
How 10 AI models weigh Confluence against Document360 on the 1 buying question where both came up.
- Confluence
- 100%of answers named it
- Document360
- 93%of answers named it
- Placed higher
- 40–0times Confluence vs Document360, over 40 model rankings that listed either
- Models leaning
- 10–0toward Confluence vs Document360
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 | Document360 | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 100% | 4–0 | Confluence |
| GPT-6 Luna | 100% | 100% | 4–0 | Confluence |
| Gemini 4 Argon | 100% | 100% | 4–0 | Confluence |
| Qwen 3.8 Flash | 100% | 83% | 4–0 | Confluence |
| DeepSeek V4 Pro | 100% | 92% | 4–0 | Confluence |
| GLM-5.3 | 100% | 100% | 4–0 | Confluence |
| Kimi K3 | 100% | 92% | 4–0 | Confluence |
| MiniMax M3 | 100% | 83% | 4–0 | Confluence |
| Mistral Large 4 | 100% | 100% | 4–0 | Confluence |
| Nemotron 3 Ultra | 100% | 75% | 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 Document360
One reason per model, from the shared questions
- Claude Haiku 5.5
Polished knowledge base platform for both internal and customer-facing documentation.
- GPT-6 Luna
Robust knowledge base with strong editorial controls, analytics, and structured content.
- Gemini 4 Argon
Dedicated knowledge base platform featuring strong analytics, versioning, and enterprise-grade categorization.
- Qwen 3.8 Flash
Dedicated knowledge base tool with analytics on content gaps.
- DeepSeek V4 Pro
Purpose-built for internal/external knowledge bases; advanced versioning.
- GLM-5.3
Purpose-built knowledge base software with great search and analytics.
- Kimi K3
Purpose-built knowledge base platform with strong authoring and analytics features.
- MiniMax M3
Purpose-built knowledge base platform with excellent versioning and analytics.
- Mistral Large 4
Excellent structured documentation with strong versioning and publishing controls.
- Nemotron 3 Ultra
Specialized for technical documentation and API docs
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 | Document360 |
|---|---|---|
| Best team knowledge base tools | 100% #1 | 93% #3 |