Confluence vs Notion for Engineering Teams
Every engineering team ends up having this conversation. Notion looks great, feels fast, and the product team already uses it. Confluence is what the rest of the company uses, and it connects to Jira. Which one should hold your engineering docs?
This isn't a feature checklist. It's a practical look at where each tool does well and where it falls short for the things engineering teams care about. Both products change quickly, so check current plan details before you decide.
Where Notion wins
A cleaner editing experience
Notion's editor is pleasant to write in. Slash commands, drag-and-drop blocks and inline databases make it quick, and new team members pick it up in minutes.
Confluence's editor has improved a lot but still feels heavier, especially around complex tables and layouts.
Databases are central to the product
Notion's databases are mature and flexible, with table, board, gallery, calendar and timeline views, relations, and rollups. Teams use them for project tracking, interview notes, incident logs and retros.
Confluence Cloud now has its own databases too, with filterable, sortable views you can embed in pages. They're newer and less central to how most teams use Confluence, but "Confluence only has static tables" is no longer true.
Lighter setup
Notion has little to configure up front. Sign up, create a workspace and start writing. Confluence asks you to think about spaces and permissions earlier, which pays off at scale but slows small teams down.
Where Confluence wins
Jira integration
If your team uses Jira, Confluence is the stronger choice. You can embed live Jira issue lists and charts, link pages to epics, create issues from a page, and keep requirements docs connected to the work that implements them, all within the same Atlassian site.
Notion has improved here: it offers a managed Jira sync that brings Jira work items into a Notion database (on Business and Enterprise plans). The sync is one way, though. Synced fields are read-only in Notion, and changes still happen in Jira. For teams whose planning lives in Jira, Confluence's two-way linking is tighter.
Code-heavy documentation
Both tools have code blocks with syntax highlighting for common languages, so for basic snippets they're roughly even. Where Confluence pulls ahead is the Marketplace: a large set of developer-focused apps for markdown, math, diagrams and HTML. For teams writing RFCs, ADRs, API references and runbooks with embedded scripts, that ecosystem matters. See our guide to code blocks in Confluence.
Permissions and access control
Confluence has granular space-level and page-level permissions, which matters when engineering shares an instance with legal, HR or finance.
Notion's permission model is simpler, which is a strength for small teams and a source of mistakes at scale. Page-level sharing is easy to set and easy to misconfigure.
Scale and structure
Confluence's spaces, page trees and site-wide search are built for large documentation sets spread across many teams. Notion can hold a lot of content too, but large workspaces need deliberate structure to stay navigable.
Compliance and app hosting
Both vendors publish security and compliance certifications, so check each one against your requirements. One Confluence-specific advantage: apps built on Atlassian Forge run on Atlassian-hosted infrastructure, and the Marketplace's "Runs on Atlassian" badge marks apps that keep data there. Our security checklist for Forge and externally hosted apps explains what to look for.
The practical take
Choose Notion if:
- Your team is small and isn't using Jira
- You want a lightweight tool with minimal setup
- Your docs are mostly project notes, meeting notes and knowledge bases rather than technical specs
Choose Confluence if:
- You're already on Jira
- You have a large engineering org with complex permission needs
- You write a lot of code-heavy docs (RFCs, runbooks, API references)
- You have strict compliance requirements, including for third-party apps
- Your docs need to scale across many teams and hundreds of pages
If you're moving from Notion, our guide on migrating from Notion to Confluence covers the steps.
Making Confluence better for engineers
Confluence's biggest gap for engineers is markdown. Developers write it in Git, READMEs and pull requests, and Confluence doesn't store pages as markdown. A few apps close the gap:
Markdown Macro+ for Confluence: write sections of a page in markdown inside Confluence, with live preview, GitHub-flavored markdown, KaTeX math and code highlighting.
Markdown Importer for Confluence: import markdown files or a ZIP (folders become a page tree), and export pages back to markdown. To keep Confluence in step with docs in GitHub or GitLab, call its REST API from CI. See how to sync GitHub docs to Confluence automatically.
Markdown Exporter for Confluence: export pages, page trees or spaces to markdown with YAML front matter and Obsidian-style links.
LaTeX Math for Confluence: inline and block equations rendered with KaTeX, for algorithm, ML and data science documentation.
These don't turn Confluence into Notion, but they make it feel much more natural for developers who live in markdown and code.
Bottom line
Notion is the nicer writing tool. Confluence is the better fit for engineering teams that run on Jira and need to document systems at scale, especially once you add the right apps to fill the gaps.
Building on Confluence and want to make it more developer-friendly? See our apps for Confluence.
