Mage alternatives

3 tools to consider instead of Mage, shown against it.

Mage Dagster Prefect Kestra
Vendor Mage Technologies, Inc. Dagster Labs Prefect Technologies, Inc. Kestra Technologies
Pricing model Usage-based Subscription Subscription Free tier + paid plans
Free tier Yes Yes Yes Yes
Deployment Cloud, Self-hosted Cloud, Self-hosted Cloud, Self-hosted Cloud, Self-hosted
Open source Yes (Apache-2.0) Yes (Apache-2.0) Yes (Apache-2.0) Yes (Apache-2.0)
Best for Smaller teams wanting ingestion, transformation, and orchestration together in one lightweight, notebook-style tool. Data teams who want lineage and observability built around the assets a pipeline produces, not just its tasks. Python teams wanting lightweight, code-first orchestration for dynamic or irregular pipeline structures. Teams wanting event-driven, declarative orchestration accessible to both engineers and non-Python users.
Pricing

The open-source tool is free to self-host; the managed cloud plans are a flat monthly seat fee plus per-CPU-hour compute usage.

Starter $29/month + $0.50/CPU-hour
Team $100/month + $0.50/CPU-hour
Enterprise Custom pricing

Prices read from the vendor's own page on September 21, 2026. Vendors change prices; check the source before you budget.

The open-source core is free to self-host; Dagster+ cloud plans start at a flat monthly fee plus usage-based compute, with a 30-day free trial.

Solo $120/month
Starter $1,200/month
Enterprise Contact sales

Prices read from the vendor's own page on September 21, 2026. Vendors change prices; check the source before you budget.

A free Hobby tier is available forever; paid Prefect Cloud plans are flat or per-user monthly fees, with custom pricing for Enterprise.

Hobby Free
Starter $100/month
Team $100/user/month
Enterprise Custom pricing

Prices read from the vendor's own page on September 21, 2026. Vendors change prices; check the source before you budget.

The open-source edition is free with unlimited flows; Kestra Cloud is usage-based, and Enterprise Edition is an annual custom subscription.

Open Source Free
Kestra Cloud Pay only for what you use
Enterprise Edition Annual subscription, contact sales

Prices read from the vendor's own page on September 21, 2026. Vendors change prices; check the source before you budget.

Features
  • Block-based, notebook-style pipeline development
  • Built-in ingestion connectors (Airbyte-compatible)
  • Streaming pipeline support via Kafka
  • Visual pipeline editor plus code-first API
  • Scheduling, retries, and monitoring dashboard
  • AI-assisted pipeline and code generation
  • Self-hosted or managed cloud deployment
  • Asset-centric orchestration with automatic lineage
  • Native dbt integration (dbt models as assets)
  • Typed inputs/outputs and built-in unit testing
  • Partitioned execution and backfills
  • Schedule- and sensor-based (event-driven) triggers
  • Per-asset freshness policies and observability
  • Branch deployments for isolated testing (Dagster+)
  • Python-native flows via decorators (no separate DAG API)
  • Dynamic, runtime-determined pipeline structure
  • Run anywhere Python runs (local, containers, Kubernetes, serverless)
  • Automation rules triggered by run-state events
  • Built-in retries, caching, and result persistence
  • Prefect Cloud UI for scheduling, history, and alerting
  • Self-hostable open-source server as an alternative control plane
  • Declarative YAML flow definitions with embedded scripting
  • Event-driven triggers alongside cron scheduling
  • 800+ plugin catalog for data, infrastructure, and AI tasks
  • Built-in code and no-code (drag-and-drop) editors
  • Namespace-based multi-tenancy
  • Version-controlled flows exportable as code
  • Agentic AI copilot for flow authoring

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