EasyMorph
by EasyMorphEasyMorph may suit analysts and data engineers who want to build data workflows visually.
Free plan Free trial From $600 a year WebWindowsAPISelf-hosted
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Best ETL Software 2026
Facts read 20 Sep 2026 – 14 Nov 2026
Moving data between systems while shaping it for its destination is the central task to consider when comparing ETL software. Compared on change data capture, custom code transforms, deployment, destination connectors, free plan, incremental loading, paid from, source connectors and transformation mode, these entries cover data movement, processing and practical access. Keboola, Apache Hop and Skyvia are options to examine against your environment. Check whether the listed connectors match your sources and destinations, then consider how updates are loaded and what transformation approach fits your workflow. Deployment details and the free-plan and paid-from fields add further context for evaluating fit and cost.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 EasyMorph | EasyMorph may suit analysts and data engineers who want to build data workflows visually. | 5.7 | $600 a year | Free plan | Web, Windows, API, Self-hosted | 14 Oct 2026 |
| 02 Apache Hop | It suits teams building and running data integration pipelines across varied environments. | 5.6 | Free plan | Free plan | Web, Windows, Mac, Linux | 15 Oct 2026 |
| 03 Apache NiFi | NiFi suits teams automating data flows across systems, including cybersecurity, observability, event stream, and generative AI pipelines. | 5.6 | Free plan | Free plan | Web, Windows, Mac, Linux | 15 Oct 2026 |
| 04 Skyvia | Skyvia suits teams connecting cloud services and databases, or managing data backups and access. | 5.6 | $7 a month | Free plan | Web, Windows, API | 28 Sep 2026 |
| 05 Apache Beam | Apache Beam suits data and software developers building batch or streaming pipelines for supported execution back ends. | 5.5 | Free plan | Free plan | Web, Windows, Mac, Linux | 14 Oct 2026 |
| 06 AWS Glue DataBrew | 5.3 | Free plan | Free plan | Web, API | 15 Oct 2026 | |
| 07 Azure Data Factory | 5.1 | — | Free trial | Web, Windows, API, Self-hosted | 21 Oct 2026 | |
| 08 Google Cloud Data Fusion | It suits data teams building cloud, hybrid, or multi-cloud pipelines through a visual interface or APIs. | 5.1 | $1.80 a month | Free plan | Web, API | 3 Oct 2026 |
| 09 Apache Spark | Spark suits teams and developers working with large-scale analytics, batch jobs, or real-time streams. | 4.8 | Free plan | Free plan | Windows, Mac, Linux, API | 30 Sep 2026 |
| 10 Oracle WebCenter Content | It suits organizations managing documents and records across business processes, particularly those with imaging, capture, and retention needs. | 4.8 | — | — | Android, iPhone & iPad, Web, Windows | 15 Oct 2026 |
02
Apache Hop
It suits teams building and running data integration pipelines across varied environments.
WebWindowsMac+3 Record5.6 Visit
03
Apache NiFi
NiFi suits teams automating data flows across systems, including cybersecurity, observability, event stream, and generative AI pipelines.
WebWindowsMac+3 Record5.6 Visit
04
Skyvia
Skyvia suits teams connecting cloud services and databases, or managing data backups and access.
WebWindowsAPI Record5.6 Visit
05
Apache Beam
Apache Beam suits data and software developers building batch or streaming pipelines for supported execution back ends.
WebWindowsMac+3 Record5.5 Visit
8
Google Cloud Data Fusion
WebAPI $1.80 a month Record5.1 Visit It suits data teams building cloud, hybrid, or multi-cloud pipelines through a visual interface or APIs.
9
Apache Spark
WindowsMacLinux+2 Free plan Record4.8 Visit Spark suits teams and developers working with large-scale analytics, batch jobs, or real-time streams.
10
Oracle WebCenter Content
AndroidiPhone & iPadWeb+4 — Record4.8 Visit It suits organizations managing documents and records across business processes, particularly those with imaging, capture, and retention needs.
11
CloverDX
WebWindowsMac+3 — Record4.5 Visit CloverDX is aimed at ETL developers, data engineers, data architects, IT leaders and business analysts.
12
Jitterbit Harmony
WebWindowsMac+3 — Record4.5 Visit Harmony may suit organizations connecting cloud, on-premises, and legacy systems that need orchestration or API management.
13
Keboola
WebAPISelf-hosted Free plan Record4.4 Visit Keboola suits teams building data pipelines and analytics workflows that need connectors, orchestration, or transformations.
14
Matillion Data Productivity Cloud
Web Free plan Record4.4 Visit Matillion suits individuals, scaling businesses, and large organizations building pipelines for AI or analytics.
15
FME Flow
iPhone & iPadWebWindows+3 Free Record4.2 Visit FME Flow suits organizations that need to deploy data workflows, automate updates, or build no-code web apps around their processes.
16
SAP Customer Data Platform
WebAPI $1.15 a month Record4.2 Visit It suits organizations that need to unify customer profiles and activate permissioned data across engagement systems.
17
Ab Initio Data Platform
WebWindowsLinux+2 — Record4.0 Visit It is aimed at large organizations with complex data processing and management needs, including those in financial services, healthcare, telecommunications,…
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