# Informatica Intelligent Data Management Cloud alternatives: what AI models name instead, November 2026 Gane Index, November 2026 Edition. 1,115 of the 1,260 answers in the 5 categories where Informatica Intelligent Data Management Cloud holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://www.gane.ai/index/it/vendors/informatica-intelligent-data-management-cloud/alternatives ## Named instead, most often (every category and segment added) - Denodo: 59 - Airbyte: 55 - Metaplane: 49 - Atlan: 47 - Fivetran: 45 - Monte Carlo: 36 ## Data virtualization **Small business**: 84 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #12 of 14 at 0%). - Starburst Galaxy: first choice in 20 of those 84 - Trino: first choice in 17 of those 84 - Dremio: first choice in 16 of those 84 - CData Connect Cloud: first choice in 8 of those 84 - Popdock: first choice in 4 of those 84 - CData Virtuality: first choice in 2 of those 84 - Dremio Cloud: first choice in 2 of those 84 - Dremio Community Edition: first choice in 2 of those 84 **Mid-market**: 74 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #8 of 10 at 2%). - Denodo: first choice in 20 of those 74 - Dremio: first choice in 9 of those 74 - Starburst Galaxy: first choice in 7 of those 74 - Trino: first choice in 7 of those 74 - Starburst: first choice in 4 of those 74 - CData Virtuality: first choice in 3 of those 74 - AtScale: first choice in 1 of those 74 - CData Connect Cloud: first choice in 1 of those 74 **Enterprise**: 64 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #6 of 9 at 2%). - Denodo: first choice in 39 of those 64 - Dremio: first choice in 1 of those 64 - IBM Data Fabric: first choice in 1 of those 64 - Microsoft Fabric: first choice in 1 of those 64 - Spotfire Data Virtualization: first choice in 1 of those 64 - Starburst: first choice in 1 of those 64 - Starburst Galaxy: first choice in 1 of those 64 - TIBCO Data Virtualization: first choice in 1 of those 64 ## Data catalogs and governance **Small business**: 84 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #15 of 16 at 0%). - Secoda: first choice in 20 of those 84 - OpenMetadata: first choice in 15 of those 84 - Select Star: first choice in 12 of those 84 - Atlan: first choice in 11 of those 84 - Microsoft Purview: first choice in 5 of those 84 - DataHub: first choice in 4 of those 84 - Collate: first choice in 2 of those 84 - OvalEdge: first choice in 2 of those 84 **Mid-market**: 78 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #16 of 16 at 0%). - Atlan: first choice in 25 of those 78 - OpenMetadata: first choice in 10 of those 78 - Secoda: first choice in 9 of those 78 - DataHub: first choice in 7 of those 78 - OvalEdge: first choice in 3 of those 78 - CastorDoc: first choice in 2 of those 78 - Collibra: first choice in 2 of those 78 - Microsoft Purview: first choice in 2 of those 78 **Enterprise**: 55 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #4 of 11 at 6%). - Atlan: first choice in 11 of those 55 - Collibra: first choice in 10 of those 55 - Alation: first choice in 7 of those 55 - DataHub: first choice in 3 of those 55 - Databricks Unity Catalog: first choice in 2 of those 55 - Microsoft Purview: first choice in 2 of those 55 - Alex Solutions: first choice in 1 of those 55 - Open Metadata: first choice in 1 of those 55 ## ETL and ELT **Small business**: 84 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #15 of 15 at 0%). - Airbyte: first choice in 30 of those 84 - Hevo Data: first choice in 23 of those 84 - Fivetran: first choice in 16 of those 84 - Skyvia: first choice in 7 of those 84 - Stitch: first choice in 3 of those 84 - Talend: first choice in 2 of those 84 - Matillion: first choice in 1 of those 84 - Zapier/Make: first choice in 1 of those 84 **Mid-market**: 75 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #17 of 19 at 0%). - Airbyte: first choice in 24 of those 75 - Fivetran: first choice in 20 of those 75 - Integrate.io: first choice in 7 of those 75 - Kleene.ai: first choice in 3 of those 75 - dbt: first choice in 3 of those 75 - Apache Airflow: first choice in 2 of those 75 - Hevo Data: first choice in 2 of those 75 - Pentaho Data Integration: first choice in 1 of those 75 **Enterprise**: 58 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #3 of 14 at 8%). - Fivetran: first choice in 9 of those 58 - Integrate.io: first choice in 7 of those 58 - Informatica PowerCenter: first choice in 4 of those 58 - Etlworks: first choice in 2 of those 58 - Airbyte: first choice in 1 of those 58 - Matillion: first choice in 1 of those 58 - SnapLogic: first choice in 1 of those 58 - Talend: first choice in 1 of those 58 ## Data masking and test data management **Small business**: 83 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #11 of 12 at 0%). - DataVeil: first choice in 14 of those 83 - IRI FieldShield: first choice in 10 of those 83 - Tonic.ai: first choice in 9 of those 83 - K2View Test Data Management: first choice in 7 of those 83 - DATPROF Privacy: first choice in 5 of those 83 - Greenmask: first choice in 5 of those 83 - PostgreSQL Anonymizer: first choice in 3 of those 83 - Microsoft Presidio: first choice in 2 of those 83 **Mid-market**: 77 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #11 of 11 at 0%). - DATPROF Privacy: first choice in 9 of those 77 - Delphix: first choice in 7 of those 77 - DataVeil: first choice in 6 of those 77 - IRI FieldShield: first choice in 4 of those 77 - Perforce Delphix: first choice in 4 of those 77 - Tonic.ai: first choice in 4 of those 77 - Greenmask: first choice in 2 of those 77 - K2View Test Data Management: first choice in 2 of those 77 **Enterprise**: 66 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #3 of 10 at 8%). - Perforce Delphix: first choice in 8 of those 66 - Delphix: first choice in 5 of those 66 - K2View Test Data Management: first choice in 4 of those 66 - Broadcom Test Data Manager: first choice in 3 of those 66 - DataVeil: first choice in 3 of those 66 - IBM InfoSphere Optim: first choice in 3 of those 66 - Oracle Data Masking and Subsetting: first choice in 3 of those 66 - DATPROF Privacy: first choice in 2 of those 66 ## Data quality and observability **Small business**: 84 of 84 answers did not name Informatica Intelligent Data Management Cloud. - Metaplane: first choice in 37 of those 84 - Soda: first choice in 21 of those 84 - Insycle: first choice in 6 of those 84 - Elementary: first choice in 5 of those 84 - Elementary Data: first choice in 4 of those 84 - Great Expectations: first choice in 3 of those 84 - HubSpot Data Hub: first choice in 3 of those 84 - Melissa Data Quality Suite: first choice in 3 of those 84 **Mid-market**: 79 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #14 of 14 at 0%). - Metaplane: first choice in 12 of those 79 - Monte Carlo: first choice in 12 of those 79 - Soda: first choice in 4 of those 79 - Bigeye: first choice in 3 of those 79 - Soda Core: first choice in 3 of those 79 - Ataccama ONE: first choice in 2 of those 79 - Elementary: first choice in 2 of those 79 - Elementary OSS: first choice in 2 of those 79 **Enterprise**: 70 of 84 answers did not name Informatica Intelligent Data Management Cloud (Informatica Intelligent Data Management Cloud is #4 of 15 at 8%). - Monte Carlo: first choice in 24 of those 70 - Informatica Data Quality: first choice in 6 of those 70 - Acceldata: first choice in 5 of those 70 - groundcover: first choice in 4 of those 70 - Datadog Data Observability: first choice in 2 of those 70 - Prizm: first choice in 2 of those 70 - Ataccama ONE: first choice in 1 of those 70 - Bigeye: first choice in 1 of those 70 Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.