| Name | Website | Deployment | Classification | Security | language | features | Community | data sources supported |
|---|---|---|---|---|---|---|---|---|
Dataform 🇬🇧 | SaaS | Transformation only | Hosted on google cloud platform | No-codeSQL | RedshiftBigQuerySnowflakeAzure SQLPostgresSQL | |||
Modlr 🇦🇺 | SaaS | Transformation part of larger offering | No-code | Dashboard customisation | ||||
Trifacta 🇺🇸 | SaaS | Transformation only | SOC 2 compliant | SQLNo-code | Data visualization | RedshiftSnowflakeBigQuery | ||
Rudderstack 🇺🇸 | Open-source | Transformation part of larger offering | SQL | Real-time transformations | RedshiftBigQuerySnowflakePostgresSQLClickhouse | |||
Matillion 🇬🇧 | SaaS | Transformation part of larger offering | SOC 2 compliantHIPAACSA STAR | SQLNo-code | RedshiftBigQuerySnowflake | |||
Easymorph 🇨🇦 | SaaS | Transformation part of larger offeringETL tool | No-code | 120 built-in transforms | ||||
Paxata 🇺🇸 | SaaS | Transformation part of larger offering | No-code | |||||
Rockset 🇺🇸 | SaaS | Transformation only | SQL | Real-time transformations | MongoDBDynamoDBPostgresSQLMySQLS3GCSKafka | |||
Beam | Open-source | Transformation part of larger offering | SQL | |||||
Dbt 🇺🇸 | Open-source | Transformation only | SOC 2 compliant | SQL | Git integrationsversion controlloggingmodularityreference one data model within another | RedshiftPostgresSQLSnowflake | ||
Mara | Open-source | |||||||
Zillion | Open-source | |||||||
Glue 🇺🇸 | SaaS | Transformation part of larger offering | ScalaPython | |||||
Airflow | Open-source | Transformation part of larger offering | Python | Quality checks |