Best SQL Reporting Tools

"Reporting" covers three different jobs. Paginated reports are fixed-layout documents (invoices, statements, regulatory listings) that print every row across as many pages as needed. Scheduled reports deliver a query result or dashboard to people by email or chat on a timetable. Interactive reports are dashboards people filter and drill into. Few tools do all three well, so the table below states which each covers.

The biggest change in this space is Microsoft's. Starting with SQL Server 2025, Microsoft is consolidating on-premises reporting under Power BI Report Server and will release no new versions of SQL Server Reporting Services (SSRS). SSRS 2022 remains supported until 11 January 2033. If you run SSRS today, see the SSRS entry below before planning new work.

Quick picks

How we chose

We considered tools whose main purpose includes turning SQL queries against relational databases into reports: Microsoft's SSRS, Power BI Report Server and Power BI paginated reports; the open source BI tools Metabase, Apache Superset and Redash; Grafana; the Java reporting engines JasperReports and Eclipse BIRT; and Google's Data Studio. To be included, a tool had to let report authors write or supply SQL (or connect to SQL databases directly), be sold or released in 2025 or 2026, and have its status and licence stated on an official page. For each we recorded which report types it supports, how SQL is used, where it runs and the licence.

SAP Crystal Reports is not listed because SAP's product pages could not be read when checked, so we could not verify its current release, licensing or platform details. Full BI suites such as Tableau, Looker and Qlik Sense are covered in our BI comparisons. The order below is not a ranking: Microsoft tools come first, then open source BI tools, then reporting engines, then Data Studio.

At a glance

How to choose

Start with the output. If people need documents (invoices, statements, regulatory listings) that print every row with exact layout, you need a paginated engine: Power BI Report Server on premises, Power BI paginated reports in the cloud, or JasperReports inside your own Java application. If they need a dashboard or query result in their inbox each morning, Metabase, Superset, Data Studio or Power BI subscriptions are simpler. If the data is operational and changes by the minute, Grafana.

Whichever tool you choose, the report is only as good as its SQL. Keep report queries parameterised (never concatenate user input), filter on indexed columns with half-open date ranges, and run them as a read-only user. A typical dataset query for a paginated report on SQL Server, where @StartDate, @EndDate and @Region become report parameters in SSRS, Power BI Report Server or Power BI paginated reports:

-- T-SQL dataset query for a paginated report (SQL Server)
SELECT o.OrderID,
       o.OrderDate,
       c.CustomerName,
       c.Region,
       o.TotalDue
FROM Sales.Orders AS o
JOIN Sales.Customers AS c
  ON c.CustomerID = o.CustomerID
WHERE o.OrderDate >= @StartDate
  AND o.OrderDate < DATEADD(day, 1, @EndDate)
  AND (@Region = N'All' OR c.Region = @Region)
ORDER BY c.Region, o.OrderDate;

The same report in Metabase would use {{start_date}}-style variables or a field filter, and in Grafana $__timeFilter(o.OrderDate) would take the dashboard's time range instead. For more on writing fast report queries, see SQL indexes and performance tuning.

Frequently asked questions

Sources

• Reporting Services consolidation FAQ (Microsoft Learn)
• What is Power BI Report Server (Microsoft Learn)
• Paginated reports in Power BI (Microsoft Learn)
• Metabase: dashboard subscriptions
• Metabase: alerts
• Metabase on GitHub (licences)
• Apache Superset: alerts and reports
• Redash: scheduling a query
• Redash releases
• Grafana reporting
• Grafana data sources
• JasperReports Library releases (GitHub)
• Jaspersoft community edition changes FAQ
• Eclipse BIRT releases (GitHub)
• Data Studio: schedule report delivery
• Data Studio: connect to PostgreSQL

Checked October 2026.

How we research these guides: our editorial method.