iceDQ
Data testing, reconciliation and monitoring platform from Torana Inc. that checks data across databases, files, APIs and BI reports.
Featured partner iceDQ is listed first: data testing, reconciliation and monitoring platform from Torana Inc. that checks data across databases, files, APIs and BI reports. Score 8.6/10. What featured means.
iceDQ is the top-ranked no-code ETL testing tool of the 5 we ranked (8.6/10), best for enterprise QA and data teams testing ETL pipelines, migrations and BI reports. QuerySurge is the runner-up (8.5/10).
Cheapest paid entry: QuerySurge at $500.50/user/month billed annually.
No-code ETL testing tools let QA analysts and business testers build source-to-target checks in a visual interface instead of writing SQL or code for every test.
Included if: Tests can be created without writing code (visual or rule-based builder). We apply this rule to the same data as the full ETL testing tools ranking, so positions follow the overall score.
| Tool | Score | Free plan | Paid from (annual) | No-code test creation | Source-to-target comparison | CI/CD integration | Scheduled test runs | Snowflake, Databricks and BigQuery support |
|---|---|---|---|---|---|---|---|---|
| iceDQ Featured partner | 8.6/10 | No | See vendor | Yes | Yes | Yes | Yes | Yes |
| QuerySurge | 8.5/10 | No | $500.50/user/mo | Yes | Yes | Yes | Yes | Yes |
| Datafold | 8.3/10 | No | See vendor | Yes | Yes | Yes | Yes | Yes |
| Datagaps ETL Validator | 8.2/10 | No | See vendor | Yes | Yes | Yes | Yes | Not confirmed |
| Informatica Cloud Data Validation | 7.8/10 | No | See vendor | Yes | Yes | Not confirmed | Yes | Yes |
Data testing, reconciliation and monitoring platform from Torana Inc. that checks data across databases, files, APIs and BI reports.
Data validation and ETL testing software that compares source and target data across warehouses, lakes, files and BI reports.
Data diffing platform that compares datasets value by value within or across databases, used for migrations and CI testing of data code.
ETL testing and data validation tool, part of the Datagaps DataOps Suite, that compares source and target data at full volume.
Data Validation service in Informatica's Intelligent Data Management Cloud (IDMC) that compares two data sets to check integration results.
How much do No-Code ETL testing tools cost? Of the 5 No-Code ETL testing tools we ranked, 1 publish a paid starting price on annual billing. The lowest is $500.50/user/mo (QuerySurge) and the highest entry price is $500.50/user/mo (QuerySurge). Prices checked November 2026.
How many No-Code ETL testing tools publish their prices? 1 of the 5 we ranked publish a price or a free plan; 4 are quote-only: iceDQ, Datafold, Datagaps ETL Validator, Informatica Cloud Data Validation.
How many No-Code ETL testing tools have a free plan? None of the 5 we ranked has a permanent free plan.
Which features set No-Code ETL testing tools apart? CI/CD integration: 4 of 5 (iceDQ, QuerySurge, Datafold and more). Snowflake, Databricks and BigQuery support: 4 of 5 (iceDQ, QuerySurge, Datafold and more). Every tool we ranked confirms no-code test creation, source-to-target comparison, scheduled test runs, so these do not separate them.
iceDQ ranks first (8.6/10) among the 5 ETL testing tools that meet this rule: tests can be created without writing code (visual or rule-based builder). QuerySurge is second (8.5/10).
Scores come from published, repeatable data (features, free plan, entry price, pricing transparency). No vendor can pay to change a score. iceDQ is listed first as a featured partner; all other tools are in score order. Read the methodology · Disclosure.