Is Dagster or Galileo better?

Neither clearly leads. Dagster starts at Free and Galileo at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Dagster or Galileo?

Dagster starts at Free and Galileo at Free.

Does Dagster or Galileo run on more platforms?

Dagster runs on Cloud, Self-hosted. Galileo runs on web, api.

Can I use Dagster for free?

Both have a free tier, so you can try either at no cost before committing.

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 Galileo is typically brought in for.

What can Dagster do that Galileo cannot?

Dagster covers Asset-centric orchestration, Lineage tracking, Data quality monitoring, Multi-tool integration. Galileo covers Pre-built evaluations, Ground truth capture, Luna models, Agent behavior analysis.

Automation Integration · head to head

Dagster vs Galileo

Dagster

Automation Integration

Data orchestration platform with asset lineage and AI-native observability

From: Free
Rated: -

Full review Website

Galileo

Evaluation and observability platform for GenAI applications and agents

From: Free
Rated: -

Full review Website

The short version

Each has a real cost: Dagster learning curve steeper than simpler task schedulers; Galileo the free plan is limited to 5,000 traces per month, which is quickly outgrown by production workloads.
They diverge on capability: Dagster covers Asset-centric orchestration, Galileo covers Pre-built evaluations.

Where they differ

Only the attributes on which Dagster and Galileo actually diverge.

Attributes where Dagster and Galileo differ
Attribute	Dagster	Galileo
Pricing model	Free open-source core plus paid cloud platform	freemium
Platforms	Cloud, Self-hosted	web, api
Category	Automation Integration	AI

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

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 Galileo

Pre-built evaluations
Ground truth capture
Luna models
Agent behavior analysis
Production guardrails
Flexible deployment

What people use each for

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

Dagster

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

Galileo

Evaluating RAG and agent applications before production releasenot Dagster
Monitoring live GenAI applications for failures and driftnot Dagster
Applying real-time guardrails without custom integration worknot Dagster
Reducing evaluation costs using distilled Luna judge modelsnot 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

Galileo

The free plan is limited to 5,000 traces per month, which is quickly outgrown by production workloads.
Real-time guardrails and unlimited trace capacity are reserved for the custom-priced Enterprise tier.
Pro plan pricing scales with trace volume, so costs can grow unpredictably as usage increases.
On-premises deployment requires an Enterprise contract rather than being available self-serve.

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

Galileo

Free

FreeFree
- 5,000 traces/month
- Unlimited users
- Unlimited custom evaluations
Pro$100/month
- 50,000 traces/month
- Standard role-based access control
- Advanced analytics and insights
Enterprise$undefined/mo
- Unlimited trace capacity
- Custom rate limits
- Hosted, VPC, or on-prem deployment

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 Galileo if

You need pre-built evaluations.
You want to start without paying.
You work on web, api.
You also want ground truth capture.

Galileo review

Questions people ask

Is Dagster or Galileo better?: Neither clearly leads. Dagster starts at Free and Galileo at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dagster or Galileo?: Dagster starts at Free and Galileo at Free.
Does Dagster or Galileo run on more platforms?: Dagster runs on Cloud, Self-hosted. Galileo runs on web, api.
Can I use Dagster for free?: Both have a free tier, so you can try either at no cost before committing.
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 Galileo is typically brought in for.
What can Dagster do that Galileo cannot?: Dagster covers Asset-centric orchestration, Lineage tracking, Data quality monitoring, Multi-tool integration. Galileo covers Pre-built evaluations, Ground truth capture, Luna models, Agent behavior analysis.

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

Galileo: What does Galileo cost?

Galileo offers a free plan, a Pro plan at $100/month billed yearly (with a 33% annual discount), and a custom-priced Enterprise plan for unlimited trace capacity.

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

Galileo: Is there a free plan, and what are its limits?

The Free plan includes 5,000 traces per month with unlimited users and unlimited custom evaluations, aimed at developers and small teams experimenting with GenAI.

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

Galileo: How is usage metered?

Galileo's pricing scales based on the number of traces processed each month, with Free capped at 5,000, Pro at 50,000, and Enterprise offering unlimited trace capacity.

Source

Dagster vs Galileo

Dagster

Galileo

The short version

Where they differ

What each one covers

Only in Dagster

Only in Galileo

What people use each for

Dagster

Galileo

Where each one falls short

Dagster

Galileo

Pricing, plan by plan

Dagster

Galileo

Which should you pick?

Choose Dagster if

Choose Galileo if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Dagster

More on Galileo

Keep looking

Other head to heads