Coda vs Confluence

Coda is a document platform where docs behave like apps. Founded by former YouTube executive Shishir Mehrotra and based in San Francisco, it combines pages of text with tables that act as real databases, with formulas, views, buttons and automations. Grammarly acquired Coda in late 2024, and Mehrotra became Grammarly's CEO.

Packs connect a doc to Slack, Jira, Google Calendar, GitHub and hundreds of other services so it can read and write live data, and automations run on schedules or row changes. Teams use Coda for OKRs, meeting rituals, product roadmaps, hiring trackers and lightweight internal tools. The pricing model is unusual: only Doc Makers, the people who create docs, pay, while editors and viewers are free. The free plan covers personal use with doc size limits; Pro and Business (formerly Team) add unlimited doc size, version history, cross-doc sync and unlimited automations, and Enterprise adds SSO and audit features. Coda AI handles summaries, drafting and filling table columns.

Coda fits operations and product teams with a few power users who build structured docs for everyone else. Complex docs can become hard to maintain, the template ecosystem is smaller and mobile apps lag the desktop. Notion is easier to adopt and has a much larger template library, Airtable is stronger as a pure database, and Confluence suits engineering-heavy wikis.

Confluence is the wiki and documentation tool from Atlassian, the Australian company behind Jira, Trello and Loom. Launched in 2004, it is the default knowledge base in many engineering and product organizations: spaces group page trees, templates cover specs, retrospectives, runbooks and meeting notes, and live Jira issue embeds link documentation to the work being tracked.

The cloud product now includes whiteboards, databases, inline comments, page analytics and Atlassian's AI features, branded Rovo, which add search answers, summaries and writing help across Atlassian and connected tools. Pricing is per user: a free plan covers up to 10 users with limited storage, Standard adds permissions and more storage, Premium adds analytics, unlimited storage and admin controls, and Enterprise supports multiple sites and stronger governance. The old Server edition was retired in 2024, and Atlassian has also scheduled the end of Data Center: new Data Center licenses stopped being sold in March 2026 and support ends in March 2029, so self-managed customers are being moved to the cloud.

Confluence fits companies already on Jira, because users, permissions and billing are shared and the integration is genuinely useful. Its weaknesses are a heavy feel, editor quirks and search that users often criticize. Teams not tied to Jira usually prefer Notion for flexibility, Slite or Outline for a cleaner wiki, or Google Docs for simple shared writing. Large organizations with strict permissions, audit needs and Atlassian contracts still find Confluence hard to replace.