Notion vs Confluence

Snapshot

Confluence, as part of the Atlassian suite, positions itself as a core component of a "Teamwork platform for the AI era," leveraging AI agents and the "Teamwork Graph" to connect knowledge, work, and goals for AI orchestration, planning, and delivery across various team functions.

As of September 7, 2026 · based on published and archived pages

• Jun 10 → Sep 7homepage

  Shift to 'AI Orchestration' and 'Teamwork Graph': Atlassian has evolved its AI positioning from a general 'AI-era' platform to explicitly emphasizing 'AI orchestration' and introducing the 'Teamwork Graph' as a core concept for connecting context across teams and tools.

• Jun 10 → Sep 7homepage

  Expanded AI-Native Product Collections: Atlassian has formalized its product offerings into distinct 'Collections' (Teamwork, Strategy, Service, Software, Product), each integrating Rovo and other tools, with a strong emphasis on 'AI-native' capabilities for specific business functions.

• Jun 9 → Sep 7blog/changelog

  Enhanced Rovo Capabilities and Connectors: Rovo, Atlassian's AI assistant, has seen significant improvements, including a 60% speed increase for search, a new 'Long Horizon reasoning engine' for Rovo Chat, and new Teamwork Graph connectors for Microsoft Teams, Google Drive, SharePoint, and GitHub.

• Jun 9 → Sep 7blog/changelog

  Introduction of Usage-Based Pricing for AI: Atlassian is evolving its pricing model to include usage-based pricing for new AI capabilities, aiming to provide predictability and control over AI-related usage and spend.

• Notion positions itself as 'The AI workspace that works for you' with 'Custom Agents help our team go beyond doing work with AI to building AI tools that do the work for them,' offering more flexibility for users to build their own AI…
• Notion emphasizes being 'one system of record' to 'Capture knowledge,' 'Find answers,' and 'Automate busywork,' which can be contrasted with Atlassian's collection of distinct products (Jira, Confluence, Loom, Rovo) that aim for a…
• Atlassian is introducing usage-based pricing for AI capabilities, which could lead to unpredictable costs; Notion can highlight its pricing model if it offers greater predictability or simplicity for AI features.