iceDQ vs Informatica Cloud Data Validation
Verdict: iceDQ scores 8.6/10 against 8.3/10 for Informatica Cloud Data Validation on our data score for data reconciliation tools.
iceDQ leads on 1 check and Informatica Cloud Data Validation on 0; 7 are even, out of 8 checks (yes/no, price and seats) where we have data for both.
Choose iceDQ for enterprise QA and data teams testing ETL pipelines, migrations and BI reports. Choose Informatica Cloud Data Validation for informatica IDMC customers validating integration jobs and PowerCenter-to-cloud migrations.
Scoreboard: 8 checks
| Check | iceDQ | Informatica Cloud Data Validation |
|---|---|---|
| Free plan | Even | Even |
| Free trial | Leads | |
| Smaller seat minimum | Even | Even |
| Row-level reconciliation | Even | Even |
| Cross-database comparison | Even | Even |
| File-to-database comparison | Even | Even |
| Scheduled test runs | Even | Even |
| Alerts (email, Slack or Teams) | Even | Even |
| Total | 1 | 0 |
At a glance
| iceDQ | Informatica Cloud Data Validation | |
|---|---|---|
| Score | 8.6/10 (#1) | 8.3/10 (#3) |
| Best for | Enterprise QA and data teams testing ETL pipelines, migrations and BI reports | Informatica IDMC customers validating integration jobs and PowerCenter-to-cloud migrations |
| Free plan | No | No |
| Paid from (annual) | See vendor | See vendor |
| Paid from (monthly) | — | — |
| Free trial | Free trial offered via demo request (length not stated) | — |
| Minimum seats | 1 | 1 |
| Platforms | Cloud (SaaS on AWS), On-premises (self-managed) | Cloud (IDMC) with Secure Agent |
Features
| Tool | Score | Row-level reconciliation | Cross-database comparison | File-to-database comparison | Scheduled test runs | Alerts (email, Slack or Teams) |
|---|---|---|---|---|---|---|
| iceDQ Featured partner | 8.6/10 | Yes | Yes | Yes | Yes | Yes |
| Informatica Cloud Data Validation | 8.3/10 | Yes | Yes | Yes | Yes | Yes |
Pros and cons
iceDQ
Pros- Connectors page lists 150+ native and SQL-based connectors, including Snowflake, Databricks, Google BigQuery, SAP HANA, Salesforce, Kafka and mainframe AS400
- Tests BI reports against their source data; the BI testing page names Power BI, Tableau, Qlik Sense, MicroStrategy, SAP BusinessObjects and IBM Cognos, and Power BI testing supports XMLA and native DAX queries
- File testing covers CSV, JSON, XML, Excel, fixed-width, Parquet, Avro and mainframe EBCDIC/COBOL files, read from S3, ADLS Gen2, Google Cloud Storage, FTP/SFTP and SharePoint
- Integrations page lists 20+ pre-built integrations: Jenkins, Bamboo, Azure DevOps, GitHub Actions, Airflow, Autosys, Control-M, Jira, ServiceNow, HP ALM, Xray and Zephyr
- Offered as SaaS on AWS or self-managed on-premises; the vendor says the customer controls data access in both
- No published prices; the license is described only as consumption-based per user per server or enterprise, and every page leads to 'Book a Demo'
- No free plan; the 'Free Trial' card on the homepage links to the demo request form and gives no trial length or terms
- Many connectors cost extra: the licensing policy lists JSON, XML, Parquet, Avro, REST API, GraphQL, Salesforce and Kafka as premium data connectors, Power BI, Tableau Cloud and Qlik Cloud as premium BI connectors, and Azure DevOps, GitHub Actions and Jira as premium integrations
- For Tableau and Qlik, the connectors page and licensing policy list only Tableau Cloud and Qlik Cloud; Cognos is named on the BI testing page but not in the connector list
- Aimed at data teams rather than API developers: there is no load testing or API mocking, and the vendor itself says it checks the data in API responses rather than replacing functional tools like Postman
Informatica Cloud Data Validation
Pros- Connects to Snowflake, Databricks Delta, Google BigQuery, Redshift, Oracle, SQL Server, Teradata, SAP HANA, Salesforce and more
- Compares Avro, CSV, JSON, ORC and Parquet files in ADLS Gen2, and flat or Parquet files in S3
- Reports list unmatched, missing and extra records; scheduling and email notifications are built in
- Wizard-based test creation with automatic column mapping
- Only available inside Informatica IDMC; needs a Cloud Data Validation license plus several transformation licenses
- The Secure Agent that runs tests needs at least 32 GB memory; sub-organizations are not supported
- Pricing is consumption-based (IPUs) and not published
Frequently asked questions
How do iceDQ and Informatica Cloud Data Validation compare on features and price?
iceDQ leads on 1 check and Informatica Cloud Data Validation on 0; 7 are even, out of 8 checks (yes/no, price and seats) where we have data for both.
Is iceDQ better than Informatica Cloud Data Validation?
iceDQ scores 8.6/10 against 8.3/10 for Informatica Cloud Data Validation on our data score for data reconciliation tools. iceDQ is best for enterprise QA and data teams testing ETL pipelines, migrations and BI reports; Informatica Cloud Data Validation is best for informatica IDMC customers validating integration jobs and PowerCenter-to-cloud migrations.
Which is cheaper, iceDQ or Informatica Cloud Data Validation?
Check each vendor's pricing page; one of them does not publish an entry price.
Do iceDQ and Informatica Cloud Data Validation have free plans?
iceDQ: no. Informatica Cloud Data Validation: no.
See the full Data Reconciliation Tools ranking for other options.
Sources
- iceDQ: official pricing page · iceDQ homepage · iceDQ platform overview (deployment and license FAQ) · iceDQ features · iceDQ connectors · iceDQ integrations · iceDQ licensing policy · iceDQ ETL testing · iceDQ data testing tool · iceDQ data reconciliation · iceDQ BI report testing · iceDQ Power BI testing · iceDQ file testing · iceDQ data monitoring · iceDQ data observability · iceDQ API data testing · iceDQ about us
- Informatica Cloud Data Validation: official pricing page · Informatica Data Validation: introduction · Informatica Data Validation: test case connections · Informatica Data Validation: creating a test case · Informatica Data Validation: test cases · Informatica IDMC pricing page