Every project manager gets this question sooner or later: "Are we on budget?"
Jira is a powerful tool for tracking work, but project budget management and project costs aren't its strong suite. It knows how many hours went into a Jira project. It doesn't know what those hours cost, because there are no hourly rates in it. So a Jira budget usually ends up living in a sheet next to Jira, and project budget tracking turns into a manual job.
It matters, though. Project success often depends on catching an overrun early, and informed decisions are only as good as the numbers behind them.
How you can do cost tracking in Jira Cloud with nothing but Jira and a spreadsheet
1. Pull the time data out of Jira
Time tracking is the starting point: team members log time on work items, and Jira stores the person, the date and the time spent. Use JQL to get the worklogs for the period:
project = ABC AND worklogDate >= startOfMonth() AND worklogDate <= endOfMonth()
Then export. However, the export gives you time per work item, not per person per week, so you'll need to clean the Jira data before it's usable as financial data. Or filter by worklogAuthor, one person at a time.
2. Keep the hourly rates in one place
A small table: person, hourly rate, start date of the rate. The date matters. Rates change, and you don't want to recalculate last quarter with this quarter's numbers. Put a short note about how you set the rates next to it, so the process is documented and anyone on the team can review it.
3. Multiply
Hours × rate, per person, then add up. That's your actual costs, mostly labor costs.
For the plan, do the same with original estimates for each individual task. The better your estimates, the more accurate estimations you get for the budget. Compare the two, and you have a basic cost tracker: planned vs actual, and the gap between them.
Costs and expenses outside of salaries (contractors, licenses, travel) go on top. Direct costs belong to one project. Indirect costs like rent and general tools usually stay out. Just know that they're excluded.
Why tracking costs in Jira natively might be inconvenient
- No revenue. If you work for clients, cost is only half of it. You need a second rate, what you charge, to see profit and margin. That's also a simple form of value management: seeing what the team's hours actually return.
- Billable vs non-billable. Jira doesn't split them. Internal meetings and client work look the same, which is how a project that looks fine can still lose money.
- Stale numbers. The sheet shows last week's costs, not real time insights. There's also no unified view: budget in one file, time in Jira, rates in a third. And it's hard to turn into actionable insights when the status of a project depends on whoever updated the file last.
- Hard to share. The entire organization benefits when finance, operations and leadership can see the same numbers, but nobody wants to read a sheet with ten tabs.
Where an app helps
There are apps that add this layer inside the Atlassian ecosystem. A good integration with Jira reads your projects and work items, so you don't copy anything, and you can manage project finances without adding a separate system to the company's day-to-day operations.
Now for a shameless plug (I promise it’s relevant to the use case).
In Planyway for Jira, you can set a cost rate and a billable rate for each team member. And the Costs & Revenue report turns logged time into planned vs. actual costs, revenue, profit, and margin.
➡️ Try Planyway for Jira (it's free)
You can group results by space and drill down to individual work items, generate reports whenever you need them, track progress on the timeline alongside your plan, and export everything to PDF, Excel, or CSV for stakeholders and finance.
Yet, Planyway isn’t an invoicing or accounting tool, and the numbers are only as good as the time your team logs.
But it can save you from the weekly spreadsheet ritual and help you keep project finances under control while there’s still time to do something about them — not just explain what went wrong afterward.
Anyway, how do you do budget tracking in Jira today? A sheet, an app, or a gut feeling? Curious what's working for other teams :)
