iceDQ
Data testing, reconciliation and monitoring platform from Torana Inc. that checks data across databases, files, APIs and BI reports.
The best Datagaps ETL Validator alternative is iceDQ (8.6/10), best for enterprise QA and data teams testing ETL pipelines, migrations and BI reports. With a free plan: dbt.
| 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 |
|---|---|---|---|---|---|---|---|---|
| Datagaps ETL Validator | 8.2/10 | No | See vendor | Yes | Yes | Yes | Yes | Not confirmed |
| iceDQ Featured partner | 8.6/10 | No | See vendor | Yes | Yes | Yes | Yes | Yes |
| dbt | 8.9/10 | Yes | See vendor | Not confirmed | Not confirmed | 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 |
| BiG EVAL NX³ | 7.8/10 | No | See vendor | Not confirmed | Yes | Yes | Yes | Not confirmed |
| Informatica Cloud Data Validation | 7.8/10 | No | See vendor | Yes | Yes | Not confirmed | Yes | Yes |
| RightData DataTrust | 7.4/10 | No | See vendor | Not confirmed | Yes | Yes | Not confirmed | Yes |
| Tricentis Data Integrity | 7.4/10 | No | See vendor | Not confirmed | Yes | Not confirmed | Yes | Not confirmed |
Data testing, reconciliation and monitoring platform from Torana Inc. that checks data across databases, files, APIs and BI reports.
SQL-based data transformation framework and platform from dbt Labs with built-in data tests and unit tests.
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.
Swiss data quality and data testing platform that runs metadata-driven, rule-based and AI-assisted checks across data sources.
Data Validation service in Informatica's Intelligent Data Management Cloud (IDMC) that compares two data sets to check integration results.
Data quality, ETL testing and source-to-target reconciliation product in the RightData platform.
Cloud-native, model-based data testing product from Tricentis for validating and reconciling data across systems, pipelines and reports.
iceDQ is the highest-scoring alternative (8.6/10), best for enterprise QA and data teams testing ETL pipelines, migrations and BI reports.
Yes: dbt have free plans.