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 support data workflows, from scheduling and monitoring pipelines to checking data quality and managing changes. This ranking compares data quality checks, deployment options, pipeline monitoring, supported integrations, version control, and workflow scheduling. Free-plan availability and paid-from pricing are listed as well. Kestra, DataKitchen TestGen, and Apache Airflow are among the first entries, followed by Apache Hop and Prefect. Compare the operational features against the workflows and deployment approach you need, and check integrations alongside quality and monitoring capabilities when assessing how a platform may fit your data work.
16 DataOps platforms ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
#1 Kestra Top pick · 7.4 Free plan · Free #2 DataKitchen TestGen Runner-up · 7.2 Free plan · $100/mo
#3 Apache Airflow Also great · 7.1 Free plan · Free
- Free planFree trial apiLinuxmacOSself-hostedWebWindows
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms - Free plan apiLinuxmacOSself-hostedWebWindows
- Free plan
- Yes
- Data quality checks
- Yes
RecognisedDocumentedFree planPlatforms$100/mofirst paid tier About DataKitchen TestGenVisit site - Free plan apiLinuxmacOSself-hostedWeb
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms - Free plan LinuxmacOSself-hostedWindows
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms - Free plan apiself-hostedWeb
- Free plan
- Yes
- Paid from
- 100 /mo
RecognisedDocumentedFree planPlatforms$100/mofirst paid tier About PrefectVisit site - Web
- Free plan
- Yes
- Paid from
- 29 /mo
- Deployment options
- hybrid
- Workflow scheduling
- Yes
- Pipeline monitoring
- Yes
- Data quality checks
- Yes
RecognisedDocumentedFree planPlatforms$29/mofirst paid tier About MageVisit site - Free plan Web
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms$0.14/mofirst paid tier About KeboolaVisit site - Free trial apiLinuxself-hostedWeb
- Free plan
- Yes
- Paid from
- 10 /mo
RecognisedDocumentedFree planPlatforms$10/mofirst paid tier About DagsterVisit site - Web
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms - AndroidiOSWeb
- Free plan
- No
- Paid from
- 2,400 /mo
RecognisedDocumentedFree planPlatforms$2,400/mofirst paid tier About BMC Control-MVisit site - macOSLinux
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms - Free trial apiself-hostedWeb
- Free plan
- No
RecognisedDocumentedFree planPlatforms - Web
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms - LinuxWebWindows
- Free plan
- No
RecognisedDocumentedFree planPlatforms - WebRecognisedDocumentedFree planPlatforms
- WebWindowsmacOSLinuxRecognisedDocumentedFree planPlatforms
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 Everything Xiaomi?
Kestra is ranked #1 of 16 with a score of 7.4. 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 on what each maker publishes: documentation depth, a free tier and the platforms it runs on. Paid placements never change a rank.