Atlassian Rovo vs Notion AI: pricing, features and which to choose

Rovo is Atlassian's AI product, announced in April 2024 and made available to all paid cloud customers in 2025. Atlassian, the Australian-founded company behind Jira, Confluence, Trello, Loom and Bitbucket, built Rovo on its Teamwork Graph, which maps the relationships between people, projects, pages, tickets and code across Atlassian apps and connected tools such as Google Drive, Slack, GitHub, Microsoft SharePoint and Figma. The goal is to give teams one place to find and act on company knowledge without leaving their work apps. Rovo is not sold as a separate product. It turns on automatically for organizations with Standard, Premium or Enterprise cloud plans on a verified business domain.

Rovo has four main parts. Search finds pages, work items, files and conversations across Atlassian and connected apps, respecting each source's permissions. Chat answers questions with citations, summarizes projects and drafts content, with a Think Deeper mode for longer reasoning. Agents are specialized helpers that groom Jira backlogs, organize Confluence spaces, review content against style rules, or resolve service requests. Atlassian ships ready-made agents and lets teams build their own in Rovo Studio, which was expanded at Team '26 in May 2026 to recommend agents, automations or apps from a plain description of a problem. Apps, in beta, generate custom Forge apps from a single prompt.

Rovo's main advantage is context. Because it reads Jira, Confluence and Loom natively, it can answer questions about project status and ownership that general assistants cannot. Its drawbacks are cost uncertainty under the new credit model, a requirement for Atlassian cloud plans and a smaller set of connectors than dedicated enterprise search. Glean is the closest rival for company-wide AI search and agents across hundreds of apps. Microsoft 365 Copilot suits organizations built on Teams and SharePoint. Notion AI and ClickUp Brain serve teams that run work in those apps. Choose Rovo if Jira and Confluence are where your work already lives.

Notion AI is Notion Labs’ embedded assistant for workspaces combining notes, documents, tasks, and databases. Launched in 2022 and generally available in 2023, it now drafts and edits pages, answers workspace questions, researches topics, transcribes meetings, searches connected apps, generates formulas, autofills databases, and runs scheduled Custom Agents. Auto routes requests among available models, while named options include Opus 5.5, Astra, Fable, Claude Sonnet 4, GPT-5, GPT-4.1, and Claude 3.7 Sonnet, with availability varying by plan. Free costs $0 and Plus $10 per member monthly, both offering limited AI trials; Business is $20 with AI included, while Enterprise is custom priced. Compared with ChatGPT and Claude, Notion offers deeper page context; Otter.ai remains stronger for dedicated transcription. It suits teams already organized in Notion, but users should verify outputs and monitor credit limits.

A typical request starts in a Notion page, database, or chat, where users can ask Notion AI to draft, summarize, rewrite, translate, generate formulas, create databases, or answer workspace questions. Notion Agent extends this workflow by creating and editing pages and databases while using permitted workspace, connected-app, and web context for multi-step tasks. Research Mode builds detailed reports from workspace and web information, while AI Meeting Notes transcribes conversations, summarizes key points, and extracts follow-ups. Enterprise Search combines Notion with Slack, Google Drive, and GitHub, returning answers with citations. Custom Agents automate recurring work through schedules or triggers, and AI blocks insert generated content into ordinary pages. Database Autofill populates properties, making routine classification and enrichment faster without leaving the workspace.

Notion AI is best understood as an AI layer inside a team workspace rather than a purely standalone chatbot. Its value comes from combining page-aware answers, writing assistance, database autofill, meeting transcription, research reports, and agents that can create or edit Notion content while using connected-app and web context. Auto routes tasks among available models, while users may access named options such as Claude Sonnet 4, GPT-5, GPT-4.1, Opus 5.5, and Astra, depending on plan and availability. Free and Plus include limited trials; Business costs $20 per member monthly, and Enterprise is custom priced, with credits, limits, and provider-retention policies requiring attention. ChatGPT and Claude are stronger general assistants, while Otter.ai focuses more narrowly on transcription. Notion AI suits knowledge-centered teams that accept usage controls and fact-checking.