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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 open source; managed via Stitch from $100/month

Singer

Open-source ELT

Singer is a specification plus a free Apache-2.0 library for connecting taps and targets over Unix pipes, with self-managed operating infrastructure.

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Nexla

Enterprise ETL

Nexla is a data integration platform with reusable Nexsets, 1,000+ bidirectional connectors and ETL, CDC, streaming, API and RAG workflows.

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Weld

Managed ELT

Weld combines ELT, SQL models, orchestration, and reverse ETL, with over 200 sources and an AI SQL agent included on every plan.

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Improvado

Managed ELT

Improvado loads marketing and sales data into warehouses, harmonizes metrics with its MCDM, and provides governance, an AI Agent, and MCP access.

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Supermetrics

Managed ELT

Supermetrics connects marketing data to Sheets, Looker Studio, Excel and Power BI, with about 175 connectors and Enterprise-only warehouse destinations.

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Funnel

Managed ELT

Funnel combines 600+ connectors with managed marketing-data preparation, currency conversion, dashboards and unlimited users on every plan.

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Adverity

Managed ELT

Adverity Connect collects, harmonizes, and monitors marketing data with 600+ connectors, four default quality monitors, and 40+ destinations.

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Keboola

Managed ELT

Keboola combines data ingestion, SQL/Python transformations, scheduled flows, and Streamlit apps in a managed ELT platform.

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Sling

Open-source ELT

Sling is an open-source CLI for YAML-based database and file replication, with paid API sources, scheduled CDC, and a Platform for job management.

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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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