Featured partner iceDQ is listed first: data testing, reconciliation and monitoring platform from Torana Inc. that checks data across databases, files, APIs and BI reports. Score 8.2/10. What featured means.
SemanticOps is the highest-scoring Power BI report testing tool of the 7 we ranked (9.4/10, free plan), best for power BI developers who edit semantic models with AI assistants and want regression tests. Datagaps BI Validator is the runner-up (8.6/10).
Cheapest paid entry: SemanticOps at $29.08/month billed annually.
Power BI report testing tools check that the numbers in Power BI reports and dashboards are right and stay right. They compare report values against the source data, catch changes between report versions (regression testing), and measure how fast reports load. This matters most when reports drive financial or regulatory decisions, or when many reports share one dataset.
| Tool | Score | Free plan | Paid from (annual) | Power BI | Report data validated against source | Report regression testing | Report performance testing | CI/CD integration |
|---|---|---|---|---|---|---|---|---|
| iceDQ Featured partner | 8.2/10 | No | See vendor | Yes | Yes | Yes | Not confirmed | Yes |
| SemanticOps | 9.4/10 | Yes | $29.08/mo | Yes | Not confirmed | Yes | Yes | Yes |
| Datagaps BI Validator | 8.6/10 | No | See vendor | Yes | Yes | Yes | Yes | Yes |
| QuerySurge | 8.1/10 | No | $500.50/user/mo | Yes | Yes | Yes | Not confirmed | Yes |
| Fab Inspector (formerly PBI Inspector) | 7.9/10 | Yes | See vendor | Yes | Not confirmed | Not confirmed | Not confirmed | Yes |
| Tricentis Data Integrity | 7.8/10 | No | See vendor | Yes | Yes | Yes | Not confirmed | Not confirmed |
| Wiiisdom | 7.8/10 | No | See vendor | Yes | Yes | Yes | Yes | Not confirmed |
Data testing, reconciliation and monitoring platform from Torana Inc. that checks data across databases, files, APIs and BI reports.
Local MCP server and desktop Test Runner for testing and governing changes to Power BI semantic models.
Automated testing tool for BI reports and dashboards that compares visuals to source data and checks regressions, performance and security.
Data validation and ETL testing software that compares source and target data across warehouses, lakes, files and BI reports.
Open-source, rules-based tester for Power BI reports and other Microsoft Fabric items, run locally or in CI/CD pipelines.
Cloud-native, model-based data testing product from Tricentis for validating and reconciling data across systems, pipelines and reports.
Analytics governance platform that tests, certifies and monitors Power BI and Tableau content, with 360Suite for SAP BusinessObjects.
How much do Power BI report testing tools cost? Of the 7 Power BI report testing tools we ranked, 2 publish a paid starting price on annual billing. The lowest is $29.08/mo (SemanticOps) and the highest entry price is $500.50/user/mo (QuerySurge). Prices checked November 2026.
How many Power BI report testing tools publish their prices? 3 of the 7 we ranked publish a price or a free plan; 4 are quote-only: iceDQ, Datagaps BI Validator, Tricentis Data Integrity, Wiiisdom.
How many Power BI report testing tools have a free plan? 2 of the 7 we ranked have a free plan: SemanticOps (9.4/10), Fab Inspector (formerly PBI Inspector) (7.9/10).
Which features set Power BI report testing tools apart? Report regression testing: 6 of 7 (iceDQ, SemanticOps, Datagaps BI Validator and more). Report data validated against source: 5 of 7 (iceDQ, Datagaps BI Validator, QuerySurge and more). CI/CD integration: 5 of 7 (iceDQ, SemanticOps, Datagaps BI Validator and more). Every tool we ranked confirms power BI, so it does not separate them.
SemanticOps ranks first on our data score (9.4/10). It is best for power BI developers who edit semantic models with AI assistants and want regression tests. Datagaps BI Validator is second (8.6/10). iceDQ is our featured partner and is listed first (Featured partner); its own score is 8.2/10.
SemanticOps has the lowest paid entry price in this list at $29.08 per month billed annually. Free plans are available from SemanticOps, Fab Inspector (formerly PBI Inspector).
SemanticOps, Fab Inspector (formerly PBI Inspector) offer a free plan. iceDQ, Datagaps BI Validator, QuerySurge, Tricentis Data Integrity, Wiiisdom do not.
Typically in three ways: compare the values shown in the report with a query on the source data, compare the report before and after a change (regression testing), and measure load and refresh times. Testing tools automate all three and keep a history of results.
Scores come from published, repeatable data (features, free plan, entry price, pricing transparency). No vendor can pay to change a score. iceDQ is listed first as a featured partner; all other tools are in score order. Read the methodology · Disclosure.