Workato Agent Studio is a web-based, API-accessible tool for building and configuring AI agents called Genies.
Best Data Integration in 2026
Data integration services link systems, transferring information between sources and destinations. Assess their connector libraries, update cadence, change-data-capture support, transformation features and destination options. Look at no-cost access, entry-level paid rates, deployment approach and supported environments, including web, API, Linux, Windows, macOS and self-hosted setups. If you need phone access,…
Hightouch is an agentic marketing platform and composable customer data platform for marketing teams working with customer data and AI.
Estuary is a managed data integration platform that combines change data capture, batch, streaming, and app synchronization for analytics, operations, and AI.
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Informatica Intelligent Data Management Cloud
Informatica Intelligent Data Management Cloud (IDMC) is a hybrid, cloud-native platform for finding, connecting, and managing data across hybrid and…
Free planWebAPIExtensionLinux8.0From £26,550 a year - 5

Apache NiFi
Apache NiFi is free, open-source software for automating data flows between systems, including cybersecurity, observability, event stream, and generative AI pipelines.
Free planOpen sourceWebAPILinuxmacOS7.8Free plan - 6

Apache Hop
Apache Hop is a free, open-source platform for building data integration pipelines and orchestration workflows.
Free planOpen sourceWebAPILinuxmacOS7.7Free plan - 7

Skyvia
Skyvia is a web service for integrating, backing up, accessing, and managing cloud data.
Free planWebAPIWindows7.7From $7 a month - 8

Boomi
Boomi is a hybrid enterprise platform for connecting applications and data, managing APIs, and automating processes.
WebAPILinuxSelf-hosted7.6$99 usage-based - 9

AWS Glue DataBrew
AWS Glue DataBrew is a visual tool for preparing data for analytics and machine learning without writing code.
WebAPI7.2 - 10

Amazon AppFlow
Free planWebAPI7.1From $0.02 a month - 11

SnapLogic
WebAPILinuxmacOS7.1 - 12

Airbyte Data Replication
Airbyte Data Replication moves data from sources to destinations through batch replication or change data capture (CDC).
Free planWebAPILinuxSelf-hosted6.9From $20 a month - 13
Hevo Data
Hevo Data is a cloud platform for integrating, transforming, and loading data without building or maintaining custom pipelines.
Free planWebAPI6.9From $265 a month - 14
CData Sync
WebAPILinuxSelf-hosted6.8From $7,999 a year - 15

Keboola
Keboola is a unified AI and data platform for creating and orchestrating pipelines, then using the resulting data for analytics and integrations.
Free planWebAPISelf-hosted6.7Free plan - 16
Google Cloud Data Fusion
Google Cloud Data Fusion is a managed cloud service for building and operating data integration pipelines.
WebAPI6.3From $0.35 a month - 17

BigQuery Data Clean Rooms
BigQuery Data Clean Rooms let multiple parties share, join, and analyze data without transferring or exposing the underlying data.
WebAPI6.1 - 18

Matillion Data Productivity Cloud
Matillion Data Productivity Cloud builds and manages data pipelines for AI and analytics; Matillion says the product is now Maia Foundation.
Web5.9 - 19

Fivetran Activations
Free planWeb5.8Free plan - 205.6From $1.75 a month
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Qlik Talend Cloud
Qlik Talend Cloud is a web-based data integration platform with cloud deployment and hybrid options.
Web5.6 - 22
Stitch
Web5.5From $100 a month - 23
AWS Glue Data Catalog
Amazon Web Services
5.3From $0.48 a month - 24
Google Cloud Dataflow
Google Cloud Dataflow is a cloud-deployed data processing service accessed through the web.
Web5.0 - 254.8
Choosing well
Compare free plans, trials and paid entry points
Several listings provide a no-cost tier, including Airbyte Data Replication, Apache Hop, Apache NiFi, Estuary and Fivetran Activations. Other pricing models include paid plans, freemium access and pricing on request.
Trial lengths differ across products: Airbyte Data Replication and Estuary advertise 30 days, whereas CData Sync and Fivetran Activations advertise 14 days.
Match deployment to your setup
Deployment options represented here include cloud, self-hosted and local operating-system platforms. AWS Glue Data Catalog is listed as a cloud deployment.
Check whether the service fits a web or API workflow, or whether Linux, Windows or macOS support is needed.
Check connectors and data handling
When a product already connects to your systems, its ready-made integrations may shorten setup. Assess whether those connections cover the sources and destinations you intend to use.
For time-sensitive updates, inspect the available schedules and any change-data-capture capability. Data transformation support helps shape records before delivery.
Review code access and destinations
Some entries, including Apache NiFi, provide open-source code. Before choosing code you may inspect or modify, review its license and the upkeep it will require.
Compare destination types with the places your data must reach. BigQuery Data Clean Rooms, for example, lists web and API platforms.
Questions people ask
Do these data integration tools have Android apps?
The platform facts list web, API, Linux, Windows, macOS and self-hosted options. Check the provider for Android app or mobile-web support.
Can I start with a free plan?
Yes. Airbyte Data Replication, Apache Hop, Apache NiFi, AWS Glue DataBrew, Estuary and Fivetran Activations are among the entries showing a free plan.
Which tools offer a trial?
Airbyte Data Replication and Estuary advertise 30-day trial periods; CData Sync and Fivetran Activations advertise 14-day periods.
What integration features should I compare?
Assess connector availability, update cadence, change-data-capture functions, transformation tools, destination choices, deployment and pricing.
Are cloud and self-hosted options available?
The category includes cloud deployment plus self-hosted and operating-system platforms. AWS Glue Data Catalog lists cloud deployment.
