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Automation Integration · head to head

CrewAI vs Dagster

CrewAI logo

CrewAI

Automation Integration

The Enterprise Agent Build and Runtime for the work your business runs on

From
Free
Rated
-
Full reviewWebsite
Dagster logo

Dagster

Automation Integration

Data orchestration platform with asset lineage and AI-native observability

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: CrewAI free tier limited to only 50 workflow executions per month; Dagster learning curve steeper than simpler task schedulers

Where they differ

Only the attributes on which CrewAI and Dagster actually diverge.

Attributes where CrewAI and Dagster differ
AttributeCrewAIDagster
Pricing modelfreemiumFree open-source core plus paid cloud platform
PlatformsWebCloud, Self-hosted

Identical on both: starting price (Free), free tier (Yes), 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 CrewAI

Nothing recorded that Dagster does not also cover.

Only in Dagster

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

What people use each for

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

CrewAI

  • Enriching sales leads with company revenue and insights automaticallynot Dagster
  • Accelerating first contact with leads from multiple systemsnot Dagster
  • Automating quality assurance testing for voice agentsnot Dagster
  • Generating curriculum content and instructor materials instantlynot Dagster

Dagster

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

Where each one falls short

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

CrewAI

  • Free tier limited to only 50 workflow executions per month
  • Enterprise pricing is not published; requires contact for quote
  • No public information about paid tier pricing between free and enterprise

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

Pricing, plan by plan

CrewAI

Free
  • BasicFree
    • 50 workflow executions/month
    • Visual editor and AI copilot
    • GitHub integration
  • Enterprise$null/month
    • Custom pricing upon request
    • Everything in Basic plus advanced features
    • Enterprise connectors

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

Which should you pick?

Choose CrewAI if

  • You want to start without paying.
CrewAI review

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

Questions people ask

Is CrewAI or Dagster better?
Neither clearly leads. CrewAI starts at Free and Dagster at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, CrewAI or Dagster?
CrewAI starts at Free and Dagster at Free.
Does CrewAI or Dagster run on more platforms?
CrewAI runs on Web. Dagster runs on Cloud, Self-hosted.
Can I use CrewAI for free?
Both have a free tier, so you can try either at no cost before committing.
What is CrewAI best used for?
CrewAI is most often used for enriching sales leads with company revenue and insights automatically, accelerating first contact with leads from multiple systems, automating quality assurance testing for voice agents, generating curriculum content and instructor materials instantly. Of those, enriching sales leads with company revenue and insights automatically and accelerating first contact with leads from multiple systems are not what Dagster is typically brought in for.
What can CrewAI do that Dagster cannot?
Dagster covers Asset-centric orchestration, Lineage tracking, Data quality monitoring, Multi-tool integration.

Answered from the vendors’ own pages

CrewAI: Is CrewAI free?

CrewAI offers a free Basic tier that includes 50 workflow executions per month, access to the visual editor, AI copilot, and GitHub integration. Enterprise plans with custom pricing are available for larger deployments.

Source
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
CrewAI: How much does CrewAI Enterprise cost?

CrewAI Enterprise pricing is custom and available upon request. Enterprise includes dedicated VPC deployment, FedRamp High compliance, SSO and RBAC, PII redaction, and dedicated support with 45-day onboarding.

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
CrewAI: Can I self-host CrewAI?

Enterprise tier customers can deploy CrewAI on their own VPC or own infrastructure in addition to CrewAI cloud deployment, but specific pricing for self-hosted options is not published.

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
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