These 10 apps lead Atlassian Marketplace's Data and analytics category as of September 2026 — ranked by user rating, review count, and audit score, refreshed every 24 hours from the canonical Atlassian marketplace listing.
Empower your business with comprehensive reporting systems. Enable impactful data management and dive into analytics to discover transformative insights.
Updated · methodology: audit-score · About AppRanks
This is the curated shortlist — the top-ranked data and analytics apps. To browse every data and analytics app on Atlassian Marketplace, see the full Data and analytics category.
This list ranks the top 10 Atlassian apps classified under Data and analytics by the source marketplace's own taxonomy — apps appear here only because Atlassian Marketplace itself tags them in this category, not because of any AppRanks editorial decision. Within the category set, ranking uses a Bayesian-ish blend of average rating × natural log of review count: the formula is , so a high-rating-low-review app doesn't leapfrog an established listing on a single 5-star outlier. The blend favors apps that are both well-reviewed AND have an established user base.
rating × ln(reviewCount + 1)AppRanks does not invent a proprietary score for public surfaces — the rank shown mirrors the marketplace's published category position exactly, scraped on a 12-24 hour refresh cycle from the canonical Atlassian Marketplace listing. The category lookup happens at request time and the page is cached at the edge for 1 hour to absorb traffic spikes; the underlying ranking data refreshes daily so the list stays accurate within one day of any source change. AppRanks does not editorially promote or demote apps based on advertiser or partnership status — the same blend formula applies uniformly across every app on this platform.
eazyBI for Jira Reports, Charts, and Dashboards
Ranks #1 in the Atlassian Marketplace data and analytics category as a highly rated listing. Currently has a growing review traction (226 reviews). Pricing: From $1/yr. Position holds for the trailing 30-day window.
Pick if: Pick this if you prioritize merchant satisfaction over scale — eazyBI for Jira Reports, Charts, and Dashboards holds a 4.7-star average across 226 reviews in the data and analytics category.
Table Filter, Charts & Spreadsheets for Confluence
Ranks #2 in the Atlassian Marketplace data and analytics category as a category-leading listing. A growing review traction (442 reviews) with a no-rating average. Pricing: From $0/yr. Position holds for the trailing 30-day window.
Pick if: Pick this if you prioritize merchant satisfaction over scale — Table Filter, Charts & Spreadsheets for Confluence holds a 4.8-star average across 442 reviews in the data and analytics category.
Xporter - Export issues from Jira to PDF, Word, Excel
Ranks #3 in the Atlassian Marketplace data and analytics category as a highly rated listing. Tracks at no-rating across 293 reviews — growing review traction. Pricing: From $1/yr. Position holds for the trailing 30-day window.
Pick if: Pick this if you prioritize merchant satisfaction over scale — Xporter - Export issues from Jira to PDF, Word, Excel holds a 4.6-star average across 293 reviews in the data and analytics category.
Rich Filters for Jira Dashboards
Holds position #4 in the Atlassian Marketplace data and analytics category as a highly rated listing. Currently has a growing review traction (184 reviews). Pricing: From $0/yr. Refresh: daily from the source marketplace.
Currently sits at #5 in the Atlassian Marketplace data and analytics category as a highly rated listing. A growing review traction (159 reviews) with a no-rating average. Pricing: From $1/yr. Refresh: daily from the source marketplace.
Holds position #6 in the Atlassian Marketplace data and analytics category as a category-leading listing. Tracks at no-rating across 237 reviews — growing review traction. Pricing: From $0/yr. Refresh: daily from the source marketplace.
Custom Charts for Jira -Reports, Dashboards, Graphs & Tables
Currently sits at #7 in the Atlassian Marketplace data and analytics category as a well-rated listing. Currently has a growing review traction (139 reviews). Pricing: From $1/yr. AppRanks tracks this listing on a 24-hour cycle.
Holds position #8 in the Atlassian Marketplace data and analytics category as a highly rated listing. A growing review traction (207 reviews) with a no-rating average. Pricing: From $0/yr. AppRanks tracks this listing on a 24-hour cycle.
Worklogs - Time Tracking, Time Reports, Timesheets
Currently sits at #9 in the Atlassian Marketplace data and analytics category as a well-rated listing. Tracks at no-rating across 101 reviews — growing review traction. Pricing: From $0/yr. AppRanks tracks this listing on a 24-hour cycle.
Better Excel Exporter for Jira
Holds position #10 in the Atlassian Marketplace data and analytics category as a category-leading listing. Currently has a growing review traction (253 reviews). Pricing: From $0/yr. Source: Atlassian Marketplace's own published category position.
Same data as the ranked cards, condensed into a sortable-by-eye grid: rating × review depth × pricing tier across the top 10 data and analytics apps on Atlassian Marketplace.
| # | App | Rating | Reviews | Pricing |
|---|---|---|---|---|
| 1 | eazyBI for Jira Reports, Charts, and Dashboards | 4.7★ | 226 | From $1/yr |
| 2 | Table Filter, Charts & Spreadsheets for Confluence | 4.8★ | 442 | From $0/yr |
| 3 | Xporter - Export issues from Jira to PDF, Word, Excel | 4.6★ | 293 | From $1/yr |
| 4 | Rich Filters for Jira Dashboards | 4.8★ | 184 | From $0/yr |
| 5 | Power BI Connector for Jira | 4.7★ | 159 | From $1/yr |
| 6 | Time to SLA | 4.8★ | 237 | From $0/yr |
| 7 | Custom Charts for Jira -Reports, Dashboards, Graphs & Tables | 4.5★ | 139 | From $1/yr |
| 8 | Time in Status | 4.5★ | 207 | From $0/yr |
| 9 | Worklogs - Time Tracking, Time Reports, Timesheets | 4.5★ | 101 | From $0/yr |
| 10 | Better Excel Exporter for Jira | 4.9★ | 253 | From $0/yr |
Want to compare any two apps in detail (features, ratings trend, pricing plans side-by-side)? Open the head-to-head page from the "Compare to #N" link on each card above. Custom multi-app comparisons, historical rank trajectory, and CSV export are available on a paid plan.
Methodology details: /glossary/audit-score · /about.
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