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Best Data Ingestion Software in 2026

Data ingestion software moves data into services or systems through options such as replication, streaming and integration tools. This list includes web, API and self-hosted services, plus software that runs on Linux, Windows or macOS.

  1. 1

    RudderStack Customer Data Platform

    Free plan Open source AndroidAPIExtension+5

    RudderStack combines warehouse-based data collection, customer profiles, governance, and downstream activation.

    8.6 Free plan · paid from $265/mo · 30-day trial Visit site
  2. 2

    Airbyte Data Replication

    Free plan APILinuxSelf-hosted+1

    Airbyte combines configurable replication, connector options, and pipeline monitoring. Plan choice matters for sync frequency, and custom-priced tiers require contacting sales.

    7.7 Free plan · paid from $20/mo · 30-day trial Visit site
  3. 3

    Debezium

    Free plan APILinuxSelf-hosted+1

    Choose Debezium when you need open-source, log-based capture of database changes and can manage its deployment.

    7.5 Open source Visit site
  4. 4

    Estuary

    Free plan APILinuxMac+3

    Estuary combines several data integration methods with a large connector catalog and multiple deployment choices. The free tier has clear usage and connector limits, while paid plans start at $100/mo.

    7.5 Free plan · paid from $100/mo · 30-day trial Visit site
  5. 5

    Fivetran Database Replication

    Free plan APILinuxMac+3

    Fivetran Database Replication provides several capture methods, configurable batch syncing, and managed or hybrid deployment.

    7.5 Free plan · 14-day trial Visit site
  6. 6

    Confluent Cloud

    Free plan APILinuxWeb

    Confluent Cloud combines managed Kafka streaming with connectors, stream processing, and governance options.

    7.4 Free plan · paid from $385/mo · 30-day trial Visit site
  7. 7

    Fluentd

    by Fluentd
    Free plan LinuxMacSelf-hosted+1

    Fluentd offers a broad plugin ecosystem and multiple buffering and failover options for self-hosted logging. Review the listed security update advice and plan how to operate it in your environment.

    7.4 Open source Visit site
  8. 8

    Hevo Data

    Free plan APIWeb

    Hevo combines data movement, transformation, SQL modeling, and pipeline monitoring, with plans that set different event and user limits.

    7.1 Free plan · paid from $265/mo (annual) · 14-day trial Visit site
  9. 9

    Logstash

    Free plan APILinuxSelf-hosted

    Logstash supports varied inputs, transformations, and outputs, with queues for handling events during failures.

    7.1 Free plan · 30-day trial Visit site
  10. 10

    Striim

    by Striim
    Free plan APISelf-hostedWeb

    Striim offers streaming and change-data-capture tools with managed and self-managed deployment options.

    6.8 Free plan Visit site
  11. 11

    Azure Data Factory

    Free trial APISelf-hostedWeb+1

    Pick Azure Data Factory when hybrid deployment and mixed transformation are priorities. Its incremental loading, change data capture, and custom code transforms cover several listed workflow needs.

    6.5 Visit site
  12. 12

    Informatica Data Integration

    Free plan WebWindows
    6.0 Free plan Visit site
  13. 13

    Meltano

    by Meltano
    Free plan
    5.9 Visit site
  14. 14

    Rivery

    by Rivery
    Free plan
    5.7 Visit site
  15. 15

    Integrate.io

    Paid Web

    Integrate.io combines several data integration functions in one cloud service, including orchestration, transformation, synchronization, and API management.

    5.2 From $1,999/mo · 14-day trial Visit site
  16. 16

    Amazon Kinesis Data Firehose

    by Amazon Web Services
    Paid
    4.4 Visit site
  17. 17

    Google Cloud Dataflow

    Paid Web

    Google Cloud Dataflow combines cloud deployment with mixed transformations and support for custom transforms, incremental loading, and change data capture.

    4.4 Visit site
  18. 18

    Stitch

    Paid Web
    4.1 From $100/mo · 14-day trial Visit site
  19. 19

    Matillion Data Integration

    by Matillion
    Paid
    3.9 Visit site
  20. 20

    Portable

    by Portable
    Paid
    3.8 Visit site
  21. 21

    Qlik Replicate

    by Qlik
    Paid
    3.8 Visit site
  22. 22

    StreamSets

    by IBM
    Paid
    3.6 Visit site

#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price

Compare the free plan, trial length, starting price and pricing model. Review any open-source licence if you need to inspect or modify code. Confirm that the tool's platform and deployment option fit your setup before choosing.

Questions

Do data ingestion tools offer free plans?

Yes. Airbyte Data Replication, Confluent Cloud, Estuary, Fivetran Database Replication and Hevo Data are listed with free plans under freemium pricing.

Which tools list open-source code?

Debezium is listed as open source. Fluentd is listed as free, so review its licence details before use.

Are free trials available?

Yes. Airbyte Data Replication and Confluent Cloud list 30-day trials, while Fivetran Database Replication, Hevo Data and Integrate.io list 14-day trials.

Can these tools run on my operating system?

The list covers web, API, self-hosted, Linux, Windows and macOS platform options. Review the platform listing for the individual tool.

What does paid pricing look like?

Listed starting prices range from $20/mo for Airbyte Data Replication to $1,999/mo for Integrate.io. Other examples include Estuary at $100/mo and Confluent Cloud at $385/mo.

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