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Datagaps BI Validator review

#3 in Power BI Report Testing ToolsScore 8.6/10Checked Nov 15, 2026By BestSoftwareGuides Editorial Team

Datagaps BI Validator is an automated testing tool for BI reports and dashboards that compares visuals to source data and checks regressions, performance and security. It ranks #3 of 7 in our power BI report testing tools list (8.6/10). Best for enterprise BI teams testing Power BI, Tableau or Oracle Analytics releases and migrations.

Also ranked in BI Report Testing Tools (#3, 8.6/10).

Price: Quote-only pricing · 14-day free trial, extendable by 14 days on request; no credit card required.

Visit Datagaps BI ValidatorFull pricingAlternatives

What Datagaps BI Validator is

BI Validator queries the BI platform and the underlying database under the same filters and compares the values, captures baselines before upgrades and re-runs them afterwards, and simulates concurrent users to measure dashboard load times. It is sold as part of the Datagaps DataOps Suite or on its own, on annual subscriptions.

Pros and cons

Where it wins
  • Compares report visuals against source databases such as Snowflake, SQL Server, Oracle and Databricks using auto-generated SQL
  • Covers Tableau, Power BI, Oracle Analytics, Cognos, AWS QuickSight and Microsoft Fabric in one test plan, including Tableau-to-Power BI migration checks
  • Built-in Benchmark module for load testing with 5-20+ simulated concurrent users
  • Test plans can be triggered from Azure DevOps or GitLab via CLI or REST API, and scheduled with email alerts on failure
  • 14-day free trial, no credit card required
Where it falls short
  • No published prices; every plan is 'Request a Demo'
  • Minimum of 4 users and a one-year contract term
  • Validating additional BI platforms may cost extra, per the pricing FAQ

Datagaps BI Validator pricing

Datagaps BI Validator pricing plans
PlanBilled annuallyBilled monthlyAnnual savingNotes
BI Validator (annual subscription)Custom quoteCustom quote—Quote only. Annual subscription, minimum 4 users, minimum 1-year term; named-user and concurrent licenses available
DataOps Suite (annual subscription)Custom quoteCustom quote—Quote only. Bundle of BI Validator, ETL Validator and data quality modules

USD, per user per month unless noted. "—" means the price is not published or we could not confirm it. Last checked Nov 15, 2026. Status: verified on Datagaps BI Validator's pricing page.

Key facts

Free planNo
Free trial14-day free trial, extendable by 14 days on request; no credit card required
Paid fromQuote-only (contact sales)
Minimum seats4
PlatformsCloud, On-premises
Founded2010 · Herndon, Virginia, USA
IntegrationsTableau, Power BI, Oracle Analytics, Cognos, AWS QuickSight, Microsoft Fabric; Azure DevOps and GitLab via CLI/REST API
Compliance and securitySOC 2 Type II, ISO 27001
SupportTicketed 9x5 support, Knowledge resources, Paid expert service hours
Power BIYes
Report data validated against sourceYes
Report regression testingYes
Report performance testingYes
CI/CD integrationYes
Facts checkedNov 15, 2026 · verified on the vendor's own site (source)

Also ranked in

Datagaps BI Validator is ranked in 3 of our lists: #3 of 7 in Power BI Report Testing Tools, and:

#3 of 9 in BI Report Testing Tools
Score 8.6/10
#2 of 5 in Tableau Report Testing Tools

Datagaps BI Validator alternatives

iceDQ 8.2/10
Enterprise QA and data teams testing ETL pipelines, migrations and BI reports
SemanticOps 9.4/10
Power BI developers who edit semantic models with AI assistants and want regression tests
QuerySurge 8.1/10
Enterprise QA and data teams testing data warehouses, migrations and BI reports
Fab Inspector (formerly PBI Inspector) 7.9/10
Power BI developers enforcing report standards in Azure DevOps or GitHub pipelines
Tricentis Data Integrity 7.8/10
Enterprises already using Tricentis Tosca, especially for SAP and ERP migrations
Wiiisdom 7.8/10
Large organizations governing Power BI or Tableau estates, especially in regulated industries

Datagaps BI Validator compared

Frequently asked questions

How much does Datagaps BI Validator cost?

Datagaps BI Validator has no free plan; paid plans are quote-only (contact Datagaps BI Validator sales). Prices last checked Nov 15, 2026.

Is Datagaps BI Validator free?

No. Datagaps BI Validator has no permanent free plan, but offers a 14-day free trial, extendable by 14 days on request; no credit card required.

What are the best Datagaps BI Validator alternatives?

SemanticOps (9.4/10), iceDQ (8.2/10), QuerySurge (8.1/10) are the highest-scoring alternatives in our power BI report testing tools ranking.

Sources