Codara vs Jira + Confluence
Atlassian splits planning from docs. Codara unifies them.
Jira tracks issues, Confluence holds the specs, and Atlassian Intelligence sits next to each. Three products for one job. Codara is built the opposite way: one workspace where planning, documents, and AI agents share the same context from initiative to code.
TL;DR
Stay in Jira + Confluence if: you have a five-thousand-person engineering org with deep workflow customisations, dozens of marketplace plugins, and an in-house Atlassian administrator who keeps the lights on. Migration cost dominates everything in that case, and we're not yet the right destination for that team.
Pick Codara if: you're a team of 10 to 200 that pays Jira and Confluence licences mostly because that's what everyone uses — and you're actively reaching for AI coding agents. Codara replaces all three (Jira, Confluence, Atlassian Intelligence) with one product built that way on purpose, not stitched together from acquisitions.
Feature-by-feature
| Feature | Codara | Jira |
|---|---|---|
Planning and docs in one product Atlassian splits these across Jira and Confluence — different UIs, different search, different permission models. | Yes | No |
Issue tracking + custom fields | Yes | Yes |
Configurable workflows + transitions | Yes | Yes |
Sprint planning + capacity tracking | Yes | Yes |
Native query language Codara has CQL; Jira has JQL. Both are powerful — Confluence has neither. | CQL | JQL |
AI built into the workflow, not bolted on | Yes | Partial |
AI agents inherit upstream product context The Coding Agent reads the spec, design, and technical design doc — automatically. | Yes | No |
Capacity-aware roadmaps from real estimates | Yes | Partial |
Modern keyboard-first interface | Yes | No |
SAML SSO, SCIM, MFA, IP allowlist, audit log | Yes | Yes |
Available on-prem / self-hosted | No | Yes |
Hundreds of marketplace plugins | No | Yes |
Where Atlassian wins
The marketplace.Tempo for time tracking, Structure for portfolio management, Insight for assets, plus deep integrations with bespoke enterprise tools. If your business runs on one of these plugins, switching today is not viable. We're not pretending otherwise.
Depth of configurability.There is almost no workflow you can't build in Jira if you have the patience. The cost shows up elsewhere — performance, onboarding time, the slow erosion of a clean data model — but for established large orgs the workflow library is real and load-bearing.
Self-hosted Data Center.Atlassian offers an on-prem option for organisations with regulatory or sovereignty constraints. Codara is cloud-only and won't change that.
Where Codara wins
One product, not three. Atlassian gives you Jira for issues, Confluence for documents, and Atlassian Intelligence sitting next to each as the AI layer. Different UIs, different search, different permission models, different licences. Codara holds issues and documents in one workspace — same data model, one search, one permission model, one bill.
AI built in, not bolted on.Atlassian Intelligence and Rovo are features added to existing products. Codara was designed around AI agents from the start — they share context across the workflow rather than asking each product for a separate summary. Product owners get an Initiative Agent for spec drafting and feasibility. Leaders get a Capacity & Planning Agent that builds roadmaps from real team estimates. Designers get an agent that reads Figma. Engineers get a Coding Agent that inherits every artifact upstream.
A modern interface. Keyboard-first navigation, fast list rendering, no twelve-pane dashboards. The tool stays out of the way.
One bill.Jira Standard is around $17.65 per user per month; Confluence Standard is another ~$5.42; Atlassian Intelligence is folded into higher-tier plans. For a 50-person engineering team that's a substantial bill for what is, behind the scenes, three separately-maintained products.
The honest migration conversation
Switching off Jira is non-trivial. Issues, custom fields, workflows, statuses, project structure, automations, integrations, and embedded Confluence pages all need a home in the new tool. We're building a Jira importer as one of the first migration paths because we know it's the modal starting point — and when early access opens, we'll work directly with teams to make the move tractable.
But for now: if you're an established org with thousands of issues and decades of process baked in, Codara isn't the right migration target yet. Wait until we're honest about the readiness of that path. Sign up to the waitlist and we'll tell you when it's real.
Be early to Codara
We're rolling out access to early adopters — including teams considering a Jira move. Tell us your story when you sign up.