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DataOps Platforms

Alternatives to DataKitchen TestGen

The tools Specifiction weighs against DataKitchen TestGen, from its list of dataops platforms, each with its plans, platforms and spec score.

  1. 01 Apache Hop

    Apache Hop suits teams building data integration pipelines or orchestrated workflows across the listed databases, services, and execution environments.

    Free plan Open source Web · Windows · macOS · Linux
    9.0 Visit Specs
  2. 02 Apache NiFi

    NiFi suits teams building data pipelines across connected systems, including cybersecurity, observability, event stream, and generative AI workloads.

    Free plan Open source Web · Windows · macOS · Linux
    9.0 Visit Specs
  3. 03 Flyte

    It suits teams running AI training, serving or agent workflows that need retries, dynamic execution and self-hosted deployment.

    From $950/mo Free plan Open source Web · Linux · API · Self-hosted
    9.0 Visit Specs
  4. 04 Apache Airflow

    Airflow suits teams with scheduled batch workflows they want to define in Python and operate through a web interface.

    Free plan Web · macOS · Linux · API
    8.6 Visit Specs
  5. 05 Kestra

    Kestra suits teams coordinating workflows across services, languages, and environments.

    Free plan Open source Web · Windows · macOS · Linux
    8.6 Visit Specs
  6. 06 Metaflow

    Metaflow is intended for data scientists and ML or AI engineers building applications that need workflow tracking or scaling.

    Free plan Open source Web · macOS · Linux · API
    8.4 Visit Specs
  7. 07 Dagster

    Dagster suits teams building and operating data pipelines that need lineage, quality checks and execution visibility.

    From $10/mo Free trial Web · Linux · API · Self-hosted
    8.3 Visit Specs
  8. 08 Keboola

    Keboola suits teams building data pipelines for analytics and integrations, including those needing connectors, transformations, governance, or cloud deployment choices.

    From $0.14/mo Free plan Web · API · Self-hosted
    8.0 Visit Specs
  9. 09 Prefect

    Prefect suits Python-based data, machine-learning and agent teams that need scheduling, retries and execution visibility.

    From $100/mo Free plan Web · API · Self-hosted
    7.9 Visit Specs
  10. 10 Luigi

    Luigi suits Python users coordinating long-running batch workflows with defined dependencies.

    Free plan Web · Linux · API · Self-hosted
    7.8 Visit Specs
  11. 11 BMC Control-M

    It is aimed at organizations coordinating applications and data across cloud, hybrid, mainframe, and multi-cloud environments.

    From $2,400/mo Web · iOS · Android
    7.0 Visit Specs
  12. 12 Tidal Workload Automation

    Tidal is designed for enterprise organizations with complex IT automation requirements.

    Free trial Web · API · Self-hosted
    7.0 Visit Specs
  13. 13 Stonebranch Universal Automation Center

    It suits enterprise teams coordinating automation across hybrid IT environments.

    Web · Linux · API · Self-hosted
    6.9 Visit Specs
  14. 14 Mage

    Mage suits teams building data pipelines that need scheduling, monitoring, quality checks, version control, and varied data integrations.

    From $29/mo Web
    6.3 Visit Specs
  15. 15 RunMyJobs by Redwood
    Web · Windows · Linux
    5.5 Visit Specs

DataKitchen TestGen, head to head