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Best Apache Griffin Alternatives in 2026

Free#8 of 8 in ETL Testing Tools

The top Apache Griffin alternatives are QuerySurge, Datagaps ETL Validator and RightData: 7 ETL testing tools our editors would look at instead of Apache Griffin, in our ranking order.

7.3/10Editor score

Visit Apache Griffin

Apache Griffin7.3 Visit Apache Griffin

7 alternatives
Updated Nov 2026
Our Apache Griffin verdict

Apache Griffin: A no-cost, self-hosted option for teams already running Spark who want data quality checks in the same stack. Where it falls short: no vendor support line; help comes from community docs and mailing lists, not a support contract.

Switching from Apache Griffin? For most etl testing tools buyers the best Apache Griffin alternative is QuerySurge, built for enterprises validating data warehouses, big data, and BI reports at scale. On a budget, BiG EVAL starts at $89/mo. Datagaps ETL Validator has a free plan.

Why People Look for an Apache Griffin Alternative

No vendor support line; help comes from community docs and mailing lists, not a support contract
Setup and ongoing maintenance assume real familiarity with Spark and the Hadoop ecosystem
Smaller, slower-moving community than more actively marketed commercial tools on this list
No no-code test authoring — 3 of the alternatives below have it
No cI/CD integration — 7 of the alternatives below have it

Quick Picks by What You Need

Best overallQuerySurge9.2
Enterprises validating data warehouses, big data, and BI reports at scale
Visit QuerySurge
Lowest priceBiG EVAL8.4
Paid plans from $89/mo
Visit BiG EVAL
Best free optionDatagaps ETL Validator9.0
Has a free plan
Visit Datagaps ETL Validator
Best for no-code test authoringQuerySurge9.2
No-code test authoring (Apache Griffin: no)
Visit QuerySurge

All 7 Apache Griffin Alternatives, Ranked

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.

1
QuerySurge
Best forEnterprises validating data warehouses, big data, and BI reports at scale
- Better than Apache Griffin:
- No-code test authoring
- CI/CD integration
- API access
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 → Visit QuerySurge
9.2/10★★★★★
Visit QuerySurge
2
Datagaps ETL Validator
Best forTeams that want ETL validation up and running fast without a scripting-heavy setup
- Better than Apache Griffin:
- No-code test authoring
- CI/CD integration
- API access
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 → Visit Datagaps
9.0/10★★★★☆
Visit Datagaps
3
RightData
Best forTeams that want ETL validation, reconciliation, and governance tracked in one place
- Better than Apache Griffin:
- No-code test authoring
- CI/CD integration
- API access
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 → Visit RightData
8.7/10★★★★☆
Visit RightData
4
BiG EVAL
Best forMid-size teams that want configurable ETL testing without enterprise-tier pricing
- Better than Apache Griffin:
- CI/CD integration
- API access
- Editor score 8.4 vs 7.3
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 → Visit BiG EVAL
8.4/10★★★★☆
Visit BiG EVAL
5
Informatica Data Validation
Best forEnterprises validating existing Informatica PowerCenter ETL workflows
- Better than Apache Griffin:
- CI/CD integration
- API access
- Editor score 8.2 vs 7.3
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 → Visit Informatica
8.2/10★★★★☆
Visit Informatica
6
dbt Cloud
Best forSQL-first teams already transforming data in the warehouse with dbt
- Better than Apache Griffin:
- CI/CD integration
- API access
- Editor score 8.0 vs 7.3
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 → Visit dbt Cloud
8.0/10★★★★☆
Visit dbt Cloud
7
Great Expectations
Best forEngineering teams that want validation defined and versioned as code, for free
- Better than Apache Griffin:
- CI/CD integration
- API access
- Editor score 7.8 vs 7.3
The default open-source choice for teams that want validation as Python code, not a GUI.

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

Apache Griffin Alternatives: Common Questions

What is the best alternative to Apache Griffin?

QuerySurge: #1 in our ETL Testing Tools ranking, with an editor score of 9.2 out of 10. The most widely deployed dedicated ETL test automation platform for large, mixed data estates.

Is there a free alternative to Apache Griffin?

Yes. Datagaps ETL Validator, dbt Cloud and Great Expectations have a free plan or a free tier.

What is the cheapest paid alternative to Apache Griffin?

Of the alternatives here that publish a price, BiG EVAL starts lowest, at $89/mo.

Why do people look for Apache Griffin alternatives?

No vendor support line; help comes from community docs and mailing lists, not a support contract; Setup and ongoing maintenance assume real familiarity with Spark and the Hadoop ecosystem; Smaller, slower-moving community than more actively marketed commercial tools on this list.

How do I switch from Apache Griffin?

Export your data from Apache Griffin (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel Apache Griffin.

How to Switch from Apache Griffin

Export your data from Apache Griffin (most tools have an export in their settings).
Sign up for the alternative; start on its free plan or trial if it has one.
Import your export and set up the integrations your team relies on.
Run both side by side for a short while, then cancel Apache Griffin.

Apache Griffin vs Each Alternative

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

Head-to-Head

Reviewed by iTechGuides Editors · Editorial team · Updated Nov 2026

Last updated 11 Nov 2026 · How we research and update