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Ingestion and ELT

Managed connectors that copy SaaS and database data into a warehouse on a schedule.

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Free allowance; Enterprise quote

CloudQuery

Open-source ELT

Self-hosted cloud infrastructure ingestion into your own database, with SQL-based inventory analysis and optional MCP access.

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Data Integration from $99/month; volume-dependent

Skyvia

Managed ELT

Managed cloud data integration for SaaS applications and databases, with warehouse replication, data mapping, two-way synchronization, and visual flows.

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From $1,999/month

Integrate.io

Managed ELT

Managed data pipeline platform for ETL, ELT, CDC and loading prepared data into warehouses and business applications.

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Usage-based; ETL compute billed separately

AWS Glue

Cloud-native ETL

AWS-managed data integration service with Spark processing, visual and code-based ETL jobs, a metadata catalog, crawlers, and data quality rules.

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Free tier; custom enterprise pricing

Informatica

Enterprise ETL

Enterprise ETL and ELT with visual mappings, hybrid execution, taskflows, and CLAIRE Copilot assistance. Adjacent ingestion, quality, and governance services depend on scope.

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Talend

Enterprise ETL

Enterprise data integration platform (now Qlik Talend Cloud) with CDC, hybrid deployment, data quality and lineage.

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Matillion

Enterprise ETL

Visual ELT, transformation and orchestration platform (Maia Foundation) that pushes work down into Snowflake, Databricks, Redshift or BigQuery, billed in credits.

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Portable

Managed ELT

Managed ELT for long-tail SaaS sources: 1,500+ prebuilt connectors, custom connectors built on request, flat monthly pricing per flow.

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Estuary Flow

CDC tool

Managed real-time CDC and ELT platform (formerly Estuary Flow): log-based capture into replayable collections, delivered to warehouses, lakes and Kafka clients.

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Rivery

Managed ELT

Managed ELT platform (now Boomi Data Integration) with SQL and Python Logic Flows, orchestration and CDC, billed in BDU credits.

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dlt (dltHub)

Open-source ELT

Open-source Python library for loading APIs and databases into a warehouse, with schema inference and incremental loads.

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Meltano

Open-source ELT

Open-source, MIT-licensed ELT CLI that runs Singer taps and targets from one Git-versioned meltano.yml, with an optional managed Meltano Cloud.

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