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Best DataOps Platforms in 2026

For teams coordinating data work, DataOps platforms bring workflow scheduling, pipeline monitoring and data quality checks into the comparison. Compare deployment options, supported integrations and version control too, since these criteria can help you assess how an entry fits existing processes. Free-plan availability and paid-from pricing provide additional details to consider. Kestra, Apache NiFi and DataKitchen TestGen are among the platforms shown, along with Apache Airflow and Keboola. Use the listed capabilities to weigh how each option aligns with the workflows and operating approach you need.

  1. 1

    Apache Hop

    Free plan Open source APILinuxMac+3

    Apache Hop offers a broad set of pipeline and workflow components with multiple execution options.

    9.2 Free plan Visit site
  2. 2

    Apache NiFi

    Free plan Open source APILinuxMac+3

    NiFi combines visual flow management with provenance tracking, flow controls, and a range of documented integrations.

    9.2 Open source Visit site
  3. 3

    DataKitchen TestGen

    Free plan Open source APILinuxMac+3

    TestGen combines profiling, test generation, and anomaly monitoring for supported data sources.

    9.0 Free plan · paid from $100/user/mo Visit site
  4. 4

    Flyte

    Free plan Open source APILinuxSelf-hosted+1

    Pick Flyte if you want a Python-based runtime for durable AI workflows and need local or cluster deployment.

    9.0 Free plan Visit site
  5. 5

    Kestra

    Free plan Open source APILinuxMac+3

    Kestra combines configurable workflow execution with a broad advertised plugin library and multiple deployment options.

    8.9 Free plan Visit site
  6. 6

    Metaflow

    Free plan Open source APILinuxMac+2

    Metaflow offers a path from local workflow work to deployments using cloud or Kubernetes infrastructure.

    8.7 Free plan Visit site
  7. 7

    Apache Airflow

    Free plan APILinuxMac+2

    Airflow is built for scheduled Python batch workflows, with operational controls and a broad set of provider packages.

    7.7 Free plan Visit site
  8. 8

    Keboola

    Free plan APISelf-hostedWeb

    Keboola combines data ingestion, orchestration, transformations, and governance, with a free tier and enterprise deployment options.

    7.2 Free plan Visit site
  9. 9

    Luigi

    Free plan APILinuxSelf-hosted+1

    Luigi is a focused option for Python-defined batch pipelines, with task visibility and file abstractions built into its workflow model.

    7.2 Free plan Visit site
  10. 10

    Prefect

    Free plan APISelf-hostedWeb

    Prefect combines Python-based workflow creation with monitoring, scheduling, and several execution models.

    6.9 Free plan · paid from $100/mo Visit site
  11. 11

    Dagster

    Free trial APILinuxSelf-hosted+1

    Pick Dagster if you need asset-aware orchestration, pipeline visibility, and data-quality tools, especially when you want to run compute in your own infrastructure.

    6.4 Free plan · paid from $10/mo · 30-day trial Visit site
  12. 12

    Mage

    Free plan Web

    Choose Mage if your team needs scheduled, monitored data pipelines with data quality checks, version control, and integrations across varied data sources.

    6.0 Free plan · paid from $29/mo · 7-day trial Visit site
  13. 13

    Tidal Workload Automation

    Free trial APISelf-hostedWeb

    Choose Tidal if your organization needs centralized workload automation across business, operations, and IT, with scheduling, integrations, monitoring, and security controls.

    5.7 Pricing on request Visit site
  14. 14

    BMC Control-M

    Paid AndroidiPhoneWeb

    Control-M offers orchestration with cloud and hybrid deployment, while the Enterprise plan adds self-hosted deployment and end-to-end visualization.

    5.2 From $2,400/mo (annual) Visit site
  15. 15

    Stonebranch Universal Automation Center

    Paid APILinuxSelf-hosted+1

    Choose UAC if your organization needs to coordinate automation across hybrid IT environments, with deployment choices and central governance.

    5.1 Pricing on request Visit site
  16. 16

    RunMyJobs by Redwood

    Paid LinuxWebWindows

    Choose RunMyJobs by Redwood if your team needs paid automation spanning Linux, Windows, and web environments.

    4.3 Pricing on request 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

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