Best BiG EVAL Alternatives in 2026
The top BiG EVAL alternatives are QuerySurge, Datagaps ETL Validator and RightData: 7 ETL testing tools our editors would look at instead of BiG EVAL, in our ranking order.
BiG EVAL: A flexible ETL testing framework with one of the lowest published entry prices in this category. Where it falls short: smaller public track record than the longer-established enterprise players in this list.
Switching from BiG EVAL? For most etl testing tools buyers the best BiG EVAL alternative is QuerySurge, built for enterprises validating data warehouses, big data, and BI reports at scale. Datagaps ETL Validator has a free plan, which BiG EVAL does not.
Why People Look for a BiG EVAL Alternative
- Smaller public track record than the longer-established enterprise players in this list
- Customization is a strength but means more setup work than a fully opinionated out-of-the-box tool
- Less name recognition can mean a harder internal "why this vendor" conversation
- No free plan — 3 of the alternatives below have it
- No no-code test authoring — 3 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 pricedbt Cloud8.0
Paid plans from $100/mo
Visit dbt Cloud - Best free optionDatagaps ETL Validator9.0
Has a free plan (BiG EVAL has none)
Visit Datagaps ETL Validator - Best for no-code test authoringQuerySurge9.2
No-code test authoring (BiG EVAL: no)
Visit QuerySurge
All 7 BiG EVAL 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.
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Best forEnterprises validating data warehouses, big data, and BI reports at scale
- Better than BiG EVAL:
- No-code test authoring
- Editor score 9.2 vs 8.4
The most widely deployed dedicated ETL test automation platform for large, mixed data estates.
- No-code test authoring
- Source-to-target reconciliation
9.2/10★★★★★Visit QuerySurge -
Best forTeams that want ETL validation up and running fast without a scripting-heavy setup
- Better than BiG EVAL:
- No-code test authoring
- Editor score 9.0 vs 8.4
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
9.0/10★★★★☆Visit Datagaps -
Best forTeams that want ETL validation, reconciliation, and governance tracked in one place
- Better than BiG EVAL:
- No-code test authoring
- Editor score 8.7 vs 8.4
Positions ETL validation as one piece of a broader data quality and governance platform.
- No-code test authoring
- Source-to-target reconciliation
8.7/10★★★★☆Visit RightData -
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
8.2/10★★★★☆Visit Informatica -
Best forSQL-first teams already transforming data in the warehouse with dbt
- Better than BiG EVAL:
- Free plan
Tests live next to the transformation SQL that produces the data, not in a separate tool.
8.0/10★★★★☆Visit dbt Cloud -
Best forEngineering teams that want validation defined and versioned as code, for free
- Better than BiG EVAL:
- Free plan
The default open-source choice for teams that want validation as Python code, not a GUI.
7.8/10★★★★☆Visit Great Expectations -
Best forBig-data teams on Spark/Hadoop who want validation with zero license cost
- Better than BiG EVAL:
- Free plan
A no-cost, self-hosted option for teams already running Spark who want data quality checks in the same stack.
- Source-to-target reconciliation
7.3/10★★★★☆Visit Apache Griffin
BiG EVAL Alternatives: Common Questions
What is the best alternative to BiG EVAL?
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 BiG EVAL?
Yes. Datagaps ETL Validator, dbt Cloud, Great Expectations and Apache Griffin have a free plan or a free tier.
Why do people look for BiG EVAL alternatives?
Smaller public track record than the longer-established enterprise players in this list; Customization is a strength but means more setup work than a fully opinionated out-of-the-box tool; Less name recognition can mean a harder internal "why this vendor" conversation.
How do I switch from BiG EVAL?
Export your data from BiG EVAL (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 BiG EVAL.
How to Switch from BiG EVAL
- Export your data from BiG EVAL (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 BiG EVAL.
BiG EVAL vs Each Alternative
| # | Tool | Free plan | Paid from | Source-to-target reconciliation | No-code test authoring | CI/CD integration | Deployment model | Score |
|---|---|---|---|---|---|---|---|---|
| 4 | BiG EVAL | No | $89/mo | Yes | No | Yes | Hybrid | 8.4 |
| 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 | Informatica Data Validation | No | Yes | No | Yes | Hybrid | 8.2 | |
| 5 | dbt Cloud | Yes | $100/mo | No | No | Yes | Cloud | 8.0 |
| 6 | Great Expectations | Yes | No | No | Yes | Self-hosted | 7.8 | |
| 7 | Apache Griffin | Yes | Free | Yes | No | No | Self-hosted | 7.3 |
Head-to-Head
- BiG EVAL vs QuerySurge
- BiG EVAL vs Datagaps ETL Validator
- BiG EVAL vs RightData
- BiG EVAL vs Informatica Data Validation
- BiG EVAL vs dbt Cloud
- BiG EVAL vs Great Expectations
Reviewed by iTechGuides Editors · Editorial team · Updated Nov 2026
Last updated · How we research and update