Best DataOps Platforms in 2026
Updated
In short: Kestra is ranked #1 of 16 as of 4 October 2026, ahead of DataKitchen TestGen and Apache Airflow. The best-ranked option with a free plan is DataKitchen TestGen. The lowest first paid tier on this page is Keboola at $0.14/mo.
DataOps platforms help teams coordinate data workflows, with capabilities for checking quality, deploying pipelines, monitoring activity, and managing changes. Compare the entries on data quality checks, pipeline monitoring, workflow scheduling, and version control, along with deployment options and supported integrations. Free-plan availability and paid-from pricing offer additional points of comparison. The ranking starts with Kestra and DataKitchen TestGen, followed by Apache Airflow, Apache Hop, and Prefect. Further down the opening entries are Mage, Keboola, and Metaflow. Consider which listed operational features and integrations correspond to the workflows you need to manage.
16 DataOps platforms ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
| # | App | Score | From | Free plan | Paid from | Deployment options | Workflow scheduling | Pipeline monitoring | Data quality checks | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Kestra | 6.7 | Free | Yes | — | — | — | — | — | View |
| 2 | DataKitchen TestGen | 6.6 | $100/mo | Yes | — | — | — | — | Yes | View |
| 3 | Apache Airflow | 6.5 | Free | Yes | — | — | — | — | — | View |
| 4 | Apache Hop | 6.5 | Free | Yes | — | — | — | — | — | View |
| 5 |  Prefect | 6.4 | $100/mo | Yes | 100 /mo | — | — | — | — | View |
| 6 | Mage | 6.3 | $29/mo | Yes | 29 /mo | hybrid | Yes | Yes | Yes | View |
| 7 | Keboola | 6.2 | $0.14/mo | Yes | — | — | — | — | — | View |
| 8 |  Metaflow | 6.1 | — | Yes | — | — | — | — | — | View |
| 9 | Flyte | 6.0 | — | Yes | — | — | — | — | — | View |
| 10 |  Luigi | 6.0 | — | Yes | — | — | — | — | — | View |
| 11 | Apache NiFi | 5.1 | — | — | — | — | — | — | — | View |
| 12 | Dagster | 5.1 | $10/mo | Yes | 10 /mo | — | — | — | — | View |
| 13 | Stonebranch Universal Automation Center | 5.1 | — | — | — | — | — | — | — | View |
| 14 | BMC Control-M | 5.0 | $2,400/mo | No | 2,400 /mo | — | — | — | — | View |
| 15 | Tidal Workload Automation | 4.9 | — | No | — | — | — | — | — | View |
| 16 | RunMyJobs by Redwood | 4.8 | — | No | — | — | — | — | — | View |
Is your app on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which DataOps platform is ranked first on Freedom251?
Kestra is ranked #1 of 16 with a score of 6.7. DataKitchen TestGen is second and Apache Airflow third.
How many of these have a free plan?
6 of the 16 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Keboola has the lowest first paid tier we found: $0.14/mo.
How is this list ranked?
Ranked free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation. Paid placements never change a rank.