The Best ETL Testing Tools in 2026

• 8 tools ranked
• Updated Nov 2026
• Researched from official sources
• Compare tools in this directory
• Sponsor this list

We researched ETL testing tools through official websites, including pricing pages, plan tables, and product documentation. Products were ranked on their core job, value for money, and verified features for validating, reconciling, and monitoring data as it moves through extract-transform-load pipelines. Pair this list with our picks for test data management software and data observability tools if you also need to generate test datasets or watch production pipelines after launch.

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

The full ranking 8 tools, best first

1. 1
   
   QuerySurge 9.2

   Best forEnterprises validating data warehouses, big data, and BI reports at scale

   The most widely deployed dedicated ETL test automation platform for large, mixed data estates.

   • No-code test authoring
   • Source-to-target reconciliation

   From $514/user Our QuerySurge verdict → + Compare Visit QuerySurgeFor vendors Sponsor this spot · #1 · $149/mo →
   9.2/10★★★★★

   Visit QuerySurge
2. 2
   DE
   Datagaps ETL Validator 9.0

   Best forTeams that want ETL validation up and running fast without a scripting-heavy setup

   A low-code validator that leans on AI to suggest and self-heal comparison rules across a huge connector list.

   • No-code test authoring
   • Source-to-target reconciliation

   Free 14-day trial · paid tiers Our Datagaps ETL Validator verdict → + Compare Visit DatagapsFor vendors Sponsor this spot · #2 · $99/mo →
   9.0/10★★★★☆

   Visit Datagaps
3. 3
   R
   RightData 8.7

   Best forTeams that want ETL validation, reconciliation, and governance tracked in one place

   Positions ETL validation as one piece of a broader data quality and governance platform.

   • No-code test authoring
   • Source-to-target reconciliation

   Pricing on request Our RightData verdict → + Compare Visit RightDataFor vendors Sponsor this spot · #3 · $79/mo →
   8.7/10★★★★☆

   Visit RightData
4. 4
   BE
   BiG EVAL 8.4

   Best forMid-size teams that want configurable ETL testing without enterprise-tier pricing

   A flexible ETL testing framework with one of the lowest published entry prices in this category.

   • Source-to-target reconciliation

   From $89/mo · 14-day free trial Our BiG EVAL verdict → + Compare Visit BiG EVALFor vendors Sponsor this spot · #4 · $69/mo →
   8.4/10★★★★☆

   Visit BiG EVAL
5. 5
   ID
   Informatica Data Validation 8.2

   Best forEnterprises validating existing Informatica PowerCenter ETL workflows

   The default choice for shops already standardized on Informatica PowerCenter who need matching validation.

   • Source-to-target reconciliation

   Pricing on request Our Informatica Data Validation verdict → + Compare Visit InformaticaFor vendors Sponsor this spot · #5 · $59/mo →
   8.2/10★★★★☆

   Visit Informatica
6. 6
   D
   dbt Cloud 8.0

   Best forSQL-first teams already transforming data in the warehouse with dbt

   Tests live next to the transformation SQL that produces the data, not in a separate tool.

   Free tier · Starter from $100/mo Our dbt Cloud verdict → + Compare Visit dbt Cloud
   8.0/10★★★★☆

   Visit dbt Cloud
7. 7
   
   Great Expectations 7.8

   Best forEngineering teams that want validation defined and versioned as code, for free

   The default open-source choice for teams that want validation as Python code, not a GUI.

   Free plan Our Great Expectations verdict → + Compare Visit Great Expectations
   7.8/10★★★★☆

   Visit Great Expectations
8. 8
   AG
   Apache Griffin 7.3

   Best forBig-data teams on Spark/Hadoop who want validation with zero license cost

   A no-cost, self-hosted option for teams already running Spark who want data quality checks in the same stack.

   • Source-to-target reconciliation

   Free (open source) Our Apache Griffin verdict → + Compare Visit Apache Griffin
   7.3/10★★★★☆

   Visit Apache Griffin

No tools match those filters.

Compare at a glance

#	Tool	Free plan	Paid from	Source-to-target reconciliation	No-code test authoring	CI/CD integration	Deployment model	Score
1	QuerySurge	No		Yes	Yes	Yes	Hybrid	9.2
2	DEDatagaps ETL Validator	No		Yes	Yes	Yes	Cloud	9.0
3	RRightData	No		Yes	Yes	Yes	Hybrid	8.7
4	BEBiG EVAL	No	$89/mo	Yes	No	Yes	Hybrid	8.4
5	IDInformatica Data Validation	No		Yes	No	Yes	Hybrid	8.2
6	Ddbt Cloud	Yes	$100/mo	No	No	Yes	Cloud	8.0
7	Great Expectations	Yes		No	No	Yes	Self-hosted	7.8
8	AGApache Griffin	Yes	Free	Yes	No	No	Self-hosted	7.3

Head-to-head All 27 comparisons →

• DEQuerySurge vs Datagaps ETL Validator
• RQuerySurge vs RightData
• BEQuerySurge vs BiG EVAL
• IDQuerySurge vs Informatica Data Validation
• DQuerySurge vs dbt Cloud
• AGQuerySurge vs Apache Griffin
• DERDatagaps ETL Validator vs RightData
• DEBEDatagaps ETL Validator vs BiG EVAL
• DEIDDatagaps ETL Validator vs Informatica Data Validation

How we rank ETL testing tools

Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.

Reviewed by iTechGuides Editors · Editorial team · Updated Nov 2026

Last updated 11 Nov 2026 · How we research and update