DataOps Platforms
Alternatives to Mage
The tools Specifiction weighs against Mage, from its list of dataops platforms, each with its plans, platforms and spec score.
- 01
DataKitchen TestGen TestGen suits data engineers and data teams that need database profiling, automated quality tests, and monitoring.
From $100/mo Free plan Open source Web · Windows · macOS · Linux9.2 Visit Specs - 02
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 · Linux9.0 Visit Specs - 03
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 · Linux9.0 Visit Specs - 04
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-hosted9.0 Visit Specs - 05
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 · API8.6 Visit Specs - 06
Kestra Kestra suits teams coordinating workflows across services, languages, and environments.
Free plan Open source Web · Windows · macOS · Linux8.6 Visit Specs - 07 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 · API8.4 Visit Specs - 08
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-hosted8.3 Visit Specs - 09
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-hosted8.0 Visit Specs - 10 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-hosted7.9 Visit Specs - 11 Luigi
Luigi suits Python users coordinating long-running batch workflows with defined dependencies.
Free plan Web · Linux · API · Self-hosted7.8 Visit Specs - 12
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 · Android7.0 Visit Specs - 13
Tidal Workload Automation Tidal is designed for enterprise organizations with complex IT automation requirements.
Free trial Web · API · Self-hosted7.0 Visit Specs - 14
Stonebranch Universal Automation Center It suits enterprise teams coordinating automation across hybrid IT environments.
Web · Linux · API · Self-hosted6.9 Visit Specs - 15 RunMyJobs by Redwood Web · Windows · Linux5.5 Visit Specs