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Automation Integration · head to head

Dagster vs Dify

Dagster logo

Dagster

Automation Integration

Data orchestration platform with asset lineage and AI-native observability

From
Free
Rated
-
Full reviewWebsite
Dify logo

Dify

Automation Integration

The Platform for Production-Ready Agentic Workflows

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Dagster learning curve steeper than simpler task schedulers; Dify free tier limited to 200 monthly message credits

Where they differ

Only the attributes on which Dagster and Dify actually diverge.

Attributes where Dagster and Dify differ
AttributeDagsterDify
Pricing modelFree open-source core plus paid cloud platformfreemium
PlatformsCloud, Self-hostedWeb

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 Dagster

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

Only in Dify

Nothing recorded that Dagster does not also cover.

What people use each for

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

Dagster

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

Dify

  • AI workflow automationnot Dagster
  • Custom application deploymentnot 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

Dify

  • Free tier limited to 200 monthly message credits
  • Professional tier supports only 3 team members

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

Dify

Free
  • SandboxFree
    • 200 monthly message credits
    • 1 workspace
    • 5 apps
  • Professional$590/year
    • 5,000 monthly message credits
    • 3 team members
    • 50 apps
  • Team$1590/year
    • 10,000 monthly message credits
    • 50 team members
    • 200 apps

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 Dify if

  • You want to start without paying.
Dify review

Questions people ask

Is Dagster or Dify better?
Neither clearly leads. Dagster starts at Free and Dify at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dagster or Dify?
Dagster starts at Free and Dify at Free.
Does Dagster or Dify run on more platforms?
Dagster runs on Cloud, Self-hosted. Dify runs on Web.
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 Dify is typically brought in for.
What can Dagster do that Dify cannot?
Dagster covers Asset-centric orchestration, Lineage tracking, Data quality monitoring, Multi-tool integration.

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
Dify: How much does Dify cost?

Dify Cloud offers a free Sandbox tier, Professional at $590/year with 5,000 monthly credits, and Team at $1,590/year with 10,000 monthly credits.

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
Dify: Is Dify free to use?

Yes, Dify offers a free Sandbox tier with 200 monthly message credits, 1 workspace, 5 apps, and 50MB storage. Community edition is free and open-source.

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
Dify: What are Dify's team collaboration limits?

Professional tier supports 3 team members. Team tier supports 50 team members. Enterprise plans with custom team sizes require contacting sales.

Source
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