Best DataOps Platforms in 2026
Updated
In short: Kestra is ranked #1 of 16 as of 4 October 2026, ahead of Apache Airflow and DataKitchen TestGen. The best-ranked option with a free plan is Apache Airflow. The lowest first paid tier on this page is Keboola at $0.14/mo.
DataOps platforms help teams coordinate data workflows, monitor pipelines and maintain quality as data moves through their systems. Compare workflow scheduling and deployment options with supported integrations to assess how each platform fits your stack and operating model. Data quality checks, pipeline monitoring and version control offer further points of distinction; free plans and paid-from pricing help frame adoption and cost. The rankings begin with Kestra, Apache Airflow and DataKitchen TestGen, followed by Prefect and Dagster. Use the listed capabilities to compare how each option handles the workflows and oversight your team needs.
16 DataOps platforms ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
| # | Platform | Score | Why | From | Free plan | Paid from | Deployment options | |
|---|---|---|---|---|---|---|---|---|
| 1 | Kestra | 7.4 | RecognisedAPIDocumented | Free | Yes | — | — | View |
| 2 | Apache Airflow | 7.3 | RecognisedAPIDocumented | Free | Yes | — | — | View |
| 3 | DataKitchen TestGen | 7.3 | RecognisedAPIDocumented | $100/mo | Yes | — | — | View |
| 4 |  Prefect | 7.3 | RecognisedAPIDocumented | $100/mo | Yes | 100 /mo | — | View |
| 5 | Dagster | 6.8 | RecognisedAPIDocumented | $10/mo | Yes | 10 /mo | — | View |
| 6 | Tidal Workload Automation | 6.6 | RecognisedAPIDocumented | — | No | — | — | View |
| 7 | Apache Hop | 5.8 | RecognisedAPIDocumented | Free | Yes | — | — | View |
| 8 | Mage | 5.8 | RecognisedAPIDocumented | $29/mo | Yes | 29 /mo | hybrid | View |
| 9 | Keboola | 5.6 | RecognisedAPIDocumented | $0.14/mo | Yes | — | — | View |
| 10 |  Luigi | 5.3 | RecognisedAPIDocumented | — | Yes | — | — | View |
| 11 | Flyte | 5.2 | RecognisedAPIDocumented | — | Yes | — | — | View |
| 12 |  Metaflow | 5.2 | RecognisedAPIDocumented | — | Yes | — | — | View |
| 13 | BMC Control-M | 5.0 | RecognisedAPIDocumented | $2,400/mo | No | 2,400 /mo | — | View |
| 14 | Stonebranch Universal Automation Center | 4.9 | RecognisedAPIDocumented | — | — | — | — | View |
| 15 | RunMyJobs by Redwood | 4.7 | RecognisedAPIDocumented | — | No | — | — | View |
| 16 | Apache NiFi | 4.6 | RecognisedAPIDocumented | Free | — | — | — | View |
Is your platform 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 Inferse?
Kestra is ranked #1 of 16 with a score of 7.4. Apache Airflow is second and DataKitchen TestGen third.
How many of these have a free plan?
7 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 on what each maker publishes, open and connectable first: a public API, open-source code, the depth of its documentation and a free tier to try it on. Model lists are sorted by the figure in their title, exactly as each provider publishes it. Paid placements never change a rank.