A Jira reporting tool is a piece of software that turns Jira issue data into meaningful reporting information such as velocity trends, cycle time distributions, Monte Carlo simulations, etc. It does not require you to export data from Jira and create custom visualizations every sprint, which is what you do when you use general-purpose business intelligence (BI) tools for Jira reporting.
By “general purpose,” we mean any BI platform that does not have a native integration in the Atlassian Marketplace or Forge. We will only look at tools that offer a native Jira integration so that all data stays within your environment, behind your firewall.
To make sure we are looking at Jira reporting tools that will actually help you deliver better, we narrowed down our list to those with production-ready features and metrics (and not just gadgets).
Our evaluation criteria included: native Jira integration, agile metrics (e.g., velocity, cycle time, forecasting), cross-team and portfolio management support, no need for data exports, transparent pricing, and a free trial available.
We looked at apps used by many thousands of delivery teams, compared the availability of their metrics to what you need to plan sprints and make decisions based on trends, and tested how responsive the app’s support team is.
Here is a quick comparison of the top 6.
How to Choose the Right Jira Reporting Tools
Delivery leaders need metrics that replace guesswork with data. Focus on tools that integrate natively, measure what matters, and let you test before committing.
- Native Jira integration — Check that the app is integrated into Jira using either Marketplace or Forge applications so your team can avoid jumping into external dashboards.
- Agile metrics depth — Velocity tracking, cycle time metrics, and Monte Carlo simulations are what matter, not some shiny burndown chart that has no value in assessing delivery likelihood.
- Cross-team visibility — Also ask if there are portfolio-level rollups and multi-project views for leadership to see bottlenecks across teams.
- Data security model — Keep your metrics in Jira with no need to export to CSV or build a data lake for teams with sensitive compliance requirements.
- Free trial availability — Before you sign any annual contracts, test your reporting interface with your real backlog in a 14-30 day trial.
- Support responsiveness — Check the documented response times and support hours. You don’t want to wake up on sprint planning day and find production dashboards broken.
Quick Comparison
Scan the table below to see which tool matches your team’s deployment preferences, trial needs, and primary use case.
| Firm | Core Strength | Deployment Model | Free Trial | Best For |
| Broken Build | 30+ agile metrics suite | Jira/Confluence apps | Yes (30-day) | Teams needing fast support |
| StonikByte | Platinum Partner dashboard gadgets | Jira/Confluence/Azure apps | Yes (30-day) | Enterprise flow tracking |
| Bloompeak | Time-in-status & cycle reports | Jira Cloud apps | Yes (30-day) | Cross-team status visibility |
| Agilis LT | Simple real-time project insights | Atlassian Marketplace apps | Yes (30-day) | Business decision-makers |
| LinearB | DORA metrics & AI insights | Engineering productivity platform | Yes (45-day) | Teams proving AI impact |
| Nave | AI-powered delivery forecasting | Flow analytics platform | Yes (30-day) | Delivery leaders needing predictions |
Top 6 Jira Reporting Tools
To choose these, we only included products with native Jira integrations, deep agile metrics, and multi-team visibility, all without data export or security risks.
All six of these tools have robust forecasting capabilities and visualizations that senior leaders will rely on.
Broken Build
Broken Build is one of the best Jira reporting tools for multiple teams. It helps Agile teams and delivery leaders track performance, find process inefficiencies, and forecast delivery timelines from historical Jira data. Its Agile Reports & Gadgets toolset puts cross-team metrics and reporting in one place.
Think 30+ ready-to-use delivery metrics across nine chart families — velocity, burnup/burndown, cycle time, cumulative flow diagrams (CFD), throughput, work in progress (WIP), and Monte Carlo forecasting.
By consolidating reporting across multiple teams, boards, projects, and initiatives, it helps organizations standardize performance measurement and get visibility into delivery processes that individual team dashboards or native Jira charts typically can’t provide.
There’s a 30-day free trial too, so teams can evaluate the reporting and forecasting against their own Jira history before committing. The platform integrates with Jira and Confluence, keeping reporting inside the collaboration workflows teams already use.
Key capabilities and benefits include:
- Monte Carlo forecasting with 50%, 85%, and 95% confidence levels, using Jira history to estimate delivery dates.
- Cross-team reporting across 5–15 teams, reducing manual spreadsheet work.
- Delivery tracking with sprint metrics, cycle time, say/do ratios, throughput, and WIP.
- Customizable reports with 38 templates, flexible data sources, and configurable charts.
- Portfolio-level reporting across boards, projects, epics, and initiatives, including SAFe hierarchies.
- Real-time Jira reporting without exports, ETL, or a separate data warehouse.
StonikByte
StonikByte offers apps for Jira, Confluence, and Azure DevOps — a good fit for teams that need reliable Jira reporting in production while staying within the Atlassian ecosystem. The company is an Atlassian Platinum Marketplace Partner, ISO/IEC 27001 certified, and SOC 2 Type II compliant, with 24/7 support.
Its portfolio includes reporting gadgets for flow metrics, burndown charts, pivot tables, and KPIs, along with document management, organizational charts, and DevOps reporting. DevOps Gadgets for Jira Cloud brings development insights from GitHub and Bitbucket into Jira dashboards.
For teams working across Jira and Azure DevOps, StonikByte’s reporting tools help consolidate project metrics and analyze performance without manual spreadsheet exports.
Key capabilities and benefits include:
- Atlassian Platinum Marketplace Partner with 24/7 support availability.
- ISO/IEC 27001 certified and SOC 2 Type II compliant.
- Agile reporting gadgets, flow metrics, burndown charts, and pivot tables.
- DevOps insights from GitHub and Bitbucket.
- Apps for Jira, Confluence, and Azure DevOps.
Bloompeak
A Gold Marketplace Partner at Atlassian, Bloompeak has over 10,000 companies across 100+ countries using their apps. If you need more reporting and insight than is available out-of-the-box in Jira, and want it all inside Jira, Bloompeak has the right solution.
The suite includes the essential reports for delivery leaders, namely Time in Status Report, Cycle Time Report, and Lead Time Report. You’ll also get Charts and Graphs for Jira Dashboards that let you easily see progress and bottlenecks without having to export your data to an external BI tool.
But Bloompeak’s offering goes further than just reports. You’ll also find the User Management for Jira Cloud, Project Roles Management, Restore Deleted Issues, and Auto Translator for Jira apps, all designed to make life easier for Jira admins. Bloompeak has received an ISO/IEC 27001 certification to show that they have the data management practices in place to protect sensitive customer information.
Key capabilities and benefits include:
- Atlassian Gold Marketplace Partner with apps used by 10,000+ companies in 100+ countries.
- Time in Status reporting and customizable Jira charts.
- ISO/IEC 27001 certification.
- Reporting and administration tools for Jira, Confluence, and Jira Service Management.
Agilis LT
Agilis LT provides frictionless reporting for your Jira projects through easy-to-use analytics apps. These apps give your business the insights needed to make more informed decisions.
Founded in 2018, the 8-year-old platform centers around teams seeking real-time visibility into project progress and performance without the hassle of complexity. The platform’s apps are part of the Atlassian Marketplace, meaning you can view them as native solutions rather than bolted-on analytics requiring you to export your Jira data to a separate system with its own credentials.
The platform’s emphasis on simplicity doesn’t preclude having robust analytics; delivery leaders get the data necessary for accurate project forecasting, but without the training required to master complex tools, nor the marathon spent configuring dashboards.
For teams needing insights that are ready for production use quickly, Agilis LT offers a streamlined alternative to more robust (and often more time-intensive) BI platforms.
Key capabilities and benefits include:
- Jira reporting and dashboard gadgets with minimal setup.
- Velocity, burndown/burnup, and time-tracking reports.
- Sprint capacity planning and estimation tools.
- Custom reports, JQL-based metrics, and Gantt timelines.
- Google Calendar and iCal integration for Jira Cloud.
LinearB
LinearB is an engineering productivity platform that helps engineering leaders show AI is improving throughput — without hurting delivery confidence, flow efficiency, or developer experience. It’s built for teams that need DORA metrics and cycle-time measurement. LinearB pairs engineering analytics with AI-powered tools and programmable workflows aimed at cutting manual work and boosting developer productivity.
The platform meets SOC 2 Type II, GDPR, and ISO 27001 compliance requirements. Its capabilities span AI code reviews, DevOps workflow automation, developer productivity insights, and project delivery forecasting. Through its Jira integration, it combines project metrics with source-code management data to identify bottlenecks, assess delivery risks, and improve resource allocation.
LinearB offers Essentials and Enterprise plans. A 45-day free trial is currently available to eligible GitHub Cloud users — though it shouldn’t be presented as available to all Jira integration users.
Key capabilities and benefits include:
- DORA metrics + cycle time tracking out of the box.
- AI code reviews and workflow automation included.
- SOC 2, GDPR, ISO 27001 enterprise compliance.
- Essentials and Enterprise pricing tiers.
- Free trial to test fit before commitment.
Nave
Nave is a flow analytics tool that finds where delivery is getting stuck, predicts when work will land, and tracks how delivery changes over time. It’s built for teams done with estimation theater, offering cycle time measurement, throughput tracking, WIP monitoring, and continuous forecasting — plus an AI Investigator that flags process issues without finger-pointing.
Over 7,000 delivery teams use it globally. Nave integrates with Atlassian and Trello, replacing intuitive roadmaps with predictive delivery ranges based on past performance.
Where Nave really shines is the AI Investigator. It looks at cycle-time distributions and WIP trends to identify where delivery is getting blocked, then suggests improvements backed by data — rather than finding fault with one person. Because Nave analyzes how work moves through your processes, teams can focus on fixing the process instead of looking for someone to blame.
Key capabilities and benefits include:
- Flow analytics: cycle time, throughput, work-in-progress tracking.
- AI Investigator surfaces bottlenecks without blame.
- Free trial, $100/board/month or $1,000/year pricing.
- SOC 2 & GDPR certified for enterprise security.
- Probabilistic forecasting replaces estimation guesswork.
Conclusion
What delivery teams really need is a Jira reporting tool that turns their pile of data into something useful — not just another dashboard. The six tools above were picked based on native integration, depth of agile metrics, and the ability to provide insight across teams.
Each platform offers strong capabilities around velocity, Monte Carlo simulation, and flow metrics. If a free trial is available, take it. Then put each platform to work on your real projects for a couple of weeks and see how it holds up. Pick the one that fits your workflow best.
One last thing: don’t choose based on features alone. The best tool is the one that lets you make defensible predictions about your next release date.
Frequently Asked Questions
Q: What is the typical cost of Jira reporting tools in 2026?
A: Most Marketplace plugins are priced at $10-50/month for small teams (up to 10 users), with enterprise pricing of $200-500/month for unlimited users. Cloud tools are typically priced per-user, while Data Center plugins have tiered pricing based on instance size. Free trials (14-30 days) are common; take advantage of them to test whether the tool will measure the metrics you need before subscribing.
Q: Can I forecast delivery dates without a full year of velocity data?
A: Yes. Monte Carlo simulations can provide estimated delivery date ranges from 8-12 completed issues, though confidence intervals widen with lower sample sizes. Most tools recommend 4-6 sprints minimum for reliable velocity data. Forecast as soon as possible; you’ll improve your accuracy as you collect more throughput data.
Q: Will reporting apps slow down my Jira instance?
A: Negligible for teams with <500 users. Modern Forge apps run outside of Jira, so dashboard rendering is off-instance. Data Center instances with 10,000+ issues may experience 1-2 second query delays on cross-project reporting during peak times. Test your actual project size during the trial period.
Q: What happens to my dashboards if I cancel my subscription?
A: Dashboards are deleted immediately; most vendors do not offer an export function. Take screenshots of your most important dashboards before canceling. Your Jira data will be unaffected, but you will need to recreate your charts in a different app. Some vendors will let you export the underlying data in CSV format during your active subscription, which can serve as a backup.