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Best dbt Alternatives in 2026

Checked Nov 15, 2026How we rank

The best dbt alternative is iceDQ (8.6/10), best for enterprise QA and data teams testing ETL pipelines, migrations and BI reports.

dbt vs the alternatives

ToolScoreFree planPaid from (annual)No-code test creationSource-to-target comparisonCI/CD integrationScheduled test runsSnowflake, Databricks and BigQuery support
dbt8.9/10YesSee vendorNot confirmedNot confirmedYesYesYes
iceDQ
Featured partner
8.6/10NoSee vendorYesYesYesYesYes
QuerySurge8.5/10No$500.50/user/moYesYesYesYesYes
Datafold8.3/10NoSee vendorYesYesYesYesYes
Datagaps ETL Validator8.2/10NoSee vendorYesYesYesYesNot confirmed
BiG EVAL NX³7.8/10NoSee vendorNot confirmedYesYesYesNot confirmed
Informatica Cloud Data Validation7.8/10NoSee vendorYesYesNot confirmedYesYes
RightData DataTrust7.4/10NoSee vendorNot confirmedYesYesNot confirmedYes
Tricentis Data Integrity7.4/10NoSee vendorNot confirmedYesNot confirmedYesNot confirmed

The alternatives, ranked

#3

QuerySurge

Best forEnterprise QA and data teams testing data warehouses, migrations and BI reports

Data validation and ETL testing software that compares source and target data across warehouses, lakes, files and BI reports.

paid from $500.50/user/mo (annual) · 1-day hosted cloud trial (1 user), 15-day download trial (2 users), 45-day proof of concept
Full breakdownQuerySurge pricing
8.5/10
#4

Datafold

Best forAnalytics engineering teams using dbt and teams validating warehouse migrations

Data diffing platform that compares datasets value by value within or across databases, used for migrations and CI testing of data code.

Quote-only pricing
Full breakdownDatafold pricing
8.3/10
#5

Datagaps ETL Validator

Best forTeams validating data warehouse loads and large data migrations

ETL testing and data validation tool, part of the Datagaps DataOps Suite, that compares source and target data at full volume.

Quote-only pricing · 14-day free trial, extendable by 14 days on request; no credit card required
Full breakdownDatagaps ETL Validator pricing
8.2/10
#6

BiG EVAL NX³

Best forRegulated enterprises (banking, insurance, retail) automating data tests at scale

Swiss data quality and data testing platform that runs metadata-driven, rule-based and AI-assisted checks across data sources.

Quote-only pricing · Proof-of-concept period (no self-serve free trial)
Full breakdownBiG EVAL NX³ pricing
7.8/10
#7

Informatica Cloud Data Validation

Best forInformatica IDMC customers validating integration jobs and PowerCenter-to-cloud migrations

Data Validation service in Informatica's Intelligent Data Management Cloud (IDMC) that compares two data sets to check integration results.

Quote-only pricing
Full breakdownInformatica Cloud Data Validation pricing
7.8/10
#8

RightData DataTrust

Best forEnterprises reconciling data across migrations, ETL pipelines and financial controls

Data quality, ETL testing and source-to-target reconciliation product in the RightData platform.

Quote-only pricing
Full breakdownRightData DataTrust pricing
7.4/10
#9

Tricentis Data Integrity

Best forEnterprises already using Tricentis Tosca, especially for SAP and ERP migrations

Cloud-native, model-based data testing product from Tricentis for validating and reconciling data across systems, pipelines and reports.

Quote-only pricing · Trial available on request (length not stated)
Full breakdownTricentis Data Integrity pricing
7.4/10

Frequently asked questions

What is the best alternative to dbt?

iceDQ is the highest-scoring alternative (8.6/10), best for enterprise QA and data teams testing ETL pipelines, migrations and BI reports.