Is Dagster or Mage AI better?

Neither clearly leads. Dagster starts at Free and Mage AI at $100/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Dagster or Mage AI?

Dagster has a free tier; the other does not. Paid plans start at Free for Dagster and $100/month for Mage AI.

Does Dagster or Mage AI run on more platforms?

Dagster runs on Cloud, Self-hosted. Mage AI runs on Cloud, Hybrid, Private Cloud, On-Premises.

Can I use Dagster for free?

Yes. Dagster has a free tier, so you can try it without paying. Mage AI starts at $100/month.

What is Dagster best used for?

Dagster is most often used for orchestrating multi-stage data transformation pipelines, tracking data lineage across transformation tools, monitoring data quality and asset health, coordinating dbt and snowflake workflows. Of those, orchestrating multi-stage data transformation pipelines and tracking data lineage across transformation tools are not what Mage AI is typically brought in for.

What can Dagster do that Mage AI cannot?

Dagster covers Asset-centric orchestration, Lineage tracking, Data quality monitoring, Multi-tool integration. Mage AI covers AI-generated workflows, Pipeline building, Data validation, Workflow orchestration.

Automation Integration · head to head

Dagster vs Mage AI

Dagster

Automation Integration

Data orchestration platform with asset lineage and AI-native observability

From: Free
Rated: -

Full review Website

Mage AI

Automation Integration

Data pipeline platform with AI-generated workflows and governance

From: $100/month
Rated: -

Full review Website

The short version

Only Dagster has a free tier, so it costs nothing to try first.
Each has a real cost: Dagster learning curve steeper than simpler task schedulers; Mage AI usage-based pricing lacks transparency for cost forecasting
They diverge on capability: Dagster covers Asset-centric orchestration, Mage AI covers AI-generated workflows.

Where they differ

Only the attributes on which Dagster and Mage AI actually diverge.

Attributes where Dagster and Mage AI differ
Attribute	Dagster	Mage AI
Starting price	Free	$100/month
Pricing model	Free open-source core plus paid cloud platform	Usage-based cloud platform
Free tier	Yes	No
Platforms	Cloud, Self-hosted	Cloud, Hybrid, Private Cloud, On-Premises

Identical on both: user rating (Not yet rated), category (Automation Integration).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Dagster

Asset-centric orchestration
Lineage tracking
Data quality monitoring
Multi-tool integration
Branch deployments
Dagster+ AI
Hybrid deployment

Only in Mage AI

AI-generated workflows
Pipeline building
Data validation
Workflow orchestration
Automatic recovery
Reusable components
Governance controls

What people use each for

The jobs each tool is most often brought in to do.

Dagster

Orchestrating multi-stage data transformation pipelinesnot Mage AI
Tracking data lineage across transformation toolsnot Mage AI
Monitoring data quality and asset healthnot Mage AI
Coordinating dbt and Snowflake workflowsnot Mage AI

Mage AI

Building and orchestrating data pipelines with visual interfacenot Dagster
Automating ETL workflows with AI assistancenot Dagster
Validating data quality across transformationsnot Dagster
Distributing transformed data to multiple destinationsnot Dagster

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Dagster

Learning curve steeper than simpler task schedulers
Asset-centric model requires redesigning existing task-based pipelines
Pricing complex with per-credit costs on top of base fee
Open-source version requires self-hosting infrastructure
Limited to data workflows; not suitable for general automation

Mage AI

Usage-based pricing lacks transparency for cost forecasting
Limited standalone pricing details on website
Requires contact for enterprise deployment options
Smaller ecosystem compared to established competitors
May require significant customization for complex data models

Pricing, plan by plan

Dagster

Free

Open SourceFree
- Self-hosted deployment
- Full orchestration engine
- Community support
Solo$10/month
- 1 user and 1 code location
- Pay-as-you-go credits at $0.040 per credit
- 1 deployment
Starter$100/month
- Up to 3 users and 5 code locations
- Better credit rate at $0.035 per credit
- 1 deployment
Pro$null/custom
- Unlimited code locations and deployments
- Custom serverless compute pricing
- Personalized onboarding

Mage AI

$100/month

Cloud$100/month
- 1 development environment
- Unlimited users
- Usage-based infrastructure pricing
Hybrid Cloud$null/custom
- Private data processing
- Custom infrastructure
- Contact sales
Private Cloud$null/custom
- Complete isolation
- Full infrastructure control
- Contact sales
On-Premises$null/custom
- Full local control
- Enterprise deployment
- Contact sales

Which should you pick?

Choose Dagster if

You need asset-centric orchestration.
You want to start without paying.
You work on Cloud, Self-hosted.
You also want lineage tracking.

Dagster review

Choose Mage AI if

You need ai-generated workflows.
You work on Cloud, Hybrid, Private Cloud, On-Premises.
You also want pipeline building.

Mage AI review

Questions people ask

Is Dagster or Mage AI better?: Neither clearly leads. Dagster starts at Free and Mage AI at $100/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dagster or Mage AI?: Dagster has a free tier; the other does not. Paid plans start at Free for Dagster and $100/month for Mage AI.
Does Dagster or Mage AI run on more platforms?: Dagster runs on Cloud, Self-hosted. Mage AI runs on Cloud, Hybrid, Private Cloud, On-Premises.
Can I use Dagster for free?: Yes. Dagster has a free tier, so you can try it without paying. Mage AI starts at $100/month.
What is Dagster best used for?: Dagster is most often used for orchestrating multi-stage data transformation pipelines, tracking data lineage across transformation tools, monitoring data quality and asset health, coordinating dbt and snowflake workflows. Of those, orchestrating multi-stage data transformation pipelines and tracking data lineage across transformation tools are not what Mage AI is typically brought in for.
What can Dagster do that Mage AI cannot?: Dagster covers Asset-centric orchestration, Lineage tracking, Data quality monitoring, Multi-tool integration. Mage AI covers AI-generated workflows, Pipeline building, Data validation, Workflow orchestration.

Answered from the vendors’ own pages

Dagster: What does Solo plan at $10/month include?

Solo includes 1 user, 1 code location, 1 deployment, and serverless compute at $0.010/minute, with 30-day free trial.

Source

Mage AI: What is the starting price for Mage Cloud?

Cloud plan starts at $100/month for one development environment with unlimited users, plus usage-based compute charges.

Source

Dagster: How are credits calculated on Dagster+?

Each asset materialization and ops execution costs 1 credit. Solo plan charges $0.040 per credit; Starter reduces to $0.035 per credit.

Source

Mage AI: How is compute usage billed on Mage?

CPU is charged at $0.50 per hour and RAM at $0.50 per 4GB per hour of utilization.

Source

Dagster: Is Dagster open-source available for free?

Yes, Dagster open-source is free and includes the full orchestration engine for self-hosted deployment with community support.

Source

Dagster vs Mage AI

Dagster

Mage AI

The short version

Where they differ

What each one covers

Only in Dagster

Only in Mage AI

What people use each for

Dagster

Mage AI

Where each one falls short

Dagster

Mage AI

Pricing, plan by plan

Dagster

Mage AI

Which should you pick?

Choose Dagster if

Choose Mage AI if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Dagster

More on Mage AI

Keep looking

Other head to heads