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Best ETL and ELT Tools in 2026

ETL and ELT tools move data between sources, transform it and prepare it for analysis or other services. The list spans browser-based, API and self-hosted products, along with software for Windows, Linux and macOS. If you need to work from a Xiaomi phone or tablet, check the platform details for Android support before choosing. Compare deployment options, pricing, free plans and trial periods against your workflow.

22 appsSorted 28 Oct 2026How we rank
18.0

Estuary is a managed data integration platform that combines change data capture, batch, streaming, and app synchronization for analytics, operations, and AI.

Free planWebAPILinux
$0.50 usage-based
37.4
Fivetran Database Replication logo

Fivetran Database Replication moves large volumes of data from databases to destinations such as data warehouses, other databases, online data platforms, and data lakes.

Free planWebAPILinux
Free plan
  1. 4Azure Data Factory logo

    Azure Data Factory

    Azure Data Factory is a paid, web-based service for data integration and transformation.

    WebAPISelf-hostedWindows
    7.3From $0.10 a month
  2. 5SnapLogic logo

    SnapLogic

    WebAPILinuxmacOS
    7.1
  3. 6Airbyte Data Replication logo

    Airbyte Data Replication

    Airbyte Data Replication moves data from sources to destinations through batch replication or change data capture (CDC).

    Free planWebAPILinuxSelf-hosted
    7.0From $20 a month
  4. 7CloverDX logo

    CloverDX

    CloverDX is a self-hosted platform for building, automating, and monitoring production data pipelines.

    WebAPILinuxmacOS
    7.0
  5. 8

    Hevo Data

    Hevo Data is a cloud platform for integrating, transforming, and loading data without building or maintaining custom pipelines.

    Free planWebAPI
    6.9From $265 a month
  6. 9

    CData Sync

    WebAPILinuxSelf-hosted
    6.8From $7,999 a year
  7. 10Matillion Transform logo

    Matillion Transform

    Matillion Transform is a data transformation product for building pipelines and delivering data for AI and analytics.

    Free planWebSelf-hosted
    6.2Free plan
  8. 11AWS Glue Schema Registry logo

    AWS Glue Schema Registry

    AWS Glue Schema Registry centrally manages and evolves schemas for data streams used by streaming applications.

    Free planWebAPI
    6.0Free plan
  9. 12Dataddo Data Activation logo

    Dataddo Data Activation

    Dataddo Data Activation sends curated warehouse data into business applications where teams and AI agents can use it.

    WebAPISelf-hosted
    6.0From $129 a month
  10. 13Integrate.io logo
    5.8From $1,999 a month
  11. 14
    5.6From $1.75 a month
  12. 15Qlik Talend Cloud logo

    Qlik Talend Cloud

    Qlik Talend Cloud is a web-based data integration platform with cloud deployment and hybrid options.

    Web
    5.6
  13. 16
    5.5From $100 a month
  14. 17

    Meltano

    Meltano

    Free plan
    5.2Free plan
  15. 18

    Dynamics 365 Remote Assist

    Microsoft

    AndroidiOSWindows
    5.1
  16. 19

    Google Cloud Dataflow

    Google Cloud Dataflow is a cloud-deployed data processing service accessed through the web.

    Web
    5.0
  17. 20

    Rivery

    Rivery

    4.8
  18. 21

    Portable

    Portable

    4.4
  19. 22
    4.4

Choosing well

Check where you can use it

Across these listings, access may be through the web or an API, or by running software on your own infrastructure; Windows, Linux and macOS are also represented. Android support is listed for Remote Assist, so check the individual platform field when phone access matters.

A web option can suit browser-based work, while self-hosting may fit teams that need to run the service in their own environment.

Compare free and paid terms

Several listed products—among them Airbyte Data Replication, AWS Glue Schema Registry, Dataddo Data Activation, Estuary, Fivetran Database Replication and Hevo Data—include a free plan.

Starting paid prices differ by product: Airbyte is listed from $20 per month, Dataddo from $99 per month on annual billing, Estuary from $100 per month and Hevo from $265 per month on annual billing.

Use trial periods carefully

Where a duration is given, listed trials run from 14 to 45 days. Airbyte and Estuary specify 30 days, CloverDX specifies 45 days, and Azure Data Factory lists a free trial without a duration in these facts.

Check what pricing starts after a trial and whether a free plan remains available before committing.

Match the operating model

Select managed web delivery, API access or self-hosted software according to how your data workflow operates. Google Cloud Dataflow and IBM DataStage show web access in their listings, while other products have different platform details.

Review the product's own platform and pricing notes for the setup you need.

Questions people ask

Are ETL tools available on Android?

Android support appears in the listed platform details for Remote Assist. Check each product's platform field before relying on a Xiaomi phone or tablet.

Can I start with a free plan?

Free plans appear on listings such as Airbyte Data Replication, AWS Glue Schema Registry, Dataddo Data Activation, Estuary, Fivetran Database Replication and Hevo Data.

Do ETL tools offer trials?

The listings show trials for Airbyte, Azure Data Factory, CData Sync, CloverDX, Dataddo, Estuary, Fivetran and Hevo. Stated durations run from 14 to 45 days.

Which platforms are covered?

The listed products cover web, API, self-hosted, Windows, Linux and macOS access. The Remote Assist listing also includes Android and iOS.

What does paid pricing look like?

Examples of listed starting prices are $20 per month for Airbyte, $99 per month annually for Dataddo, $100 per month for Estuary and $265 per month annually for Hevo.

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