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Automation Integration · head to head

Dagster vs Pipedream

Dagster logo

Dagster

Automation Integration

Data orchestration platform with asset lineage and AI-native observability

From
Free
Rated
-
Full reviewWebsite
Pipedream logo

Pipedream

Automation Integration

Build reliable workflows in minutes, not months

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Dagster learning curve steeper than simpler task schedulers; Pipedream the Internet Archive's capture of Pipedream's pricing page on 26 December 2023 listed Free at $0/month (750 credits/mo, 3 active workflows, 3 connected accounts), Basic at $19/month billed annually (2,000 credits, 20 workflows), Advanced at $49/month billed annually (5,000 credits, unlimited workflows), and Business at $99/month billed annually (dedicated VPC, SSO); Enterprise is by contact only.
  • They diverge on capability: Dagster covers Asset-centric orchestration, Pipedream covers Workflow builder.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Dagster and Pipedream actually diverge.

Attributes where Dagster and Pipedream differ
AttributeDagsterPipedream
Pricing modelFree open-source core plus paid cloud platformusage-based
PlatformsCloud, Self-hostedWeb, Api
FoundedUnknown2018

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 Pipedream

  • Workflow builder
  • Node.js scripting
  • Webhooks
  • Schedulers
  • Data transformation
  • Error handling
  • Analytics
  • Git integration

What people use each for

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

Dagster

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

Pipedream

  • Workflow Automationnot Dagster
  • Data Integrationnot Dagster
  • Process Automationnot Dagster
  • App Integrationnot Dagster
  • API Connectivitynot 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

Pipedream

  • The Internet Archive's capture of Pipedream's pricing page on 26 December 2023 listed Free at $0/month (750 credits/mo, 3 active workflows, 3 connected accounts), Basic at $19/month billed annually (2,000 credits, 20 workflows), Advanced at $49/month billed annually (5,000 credits, unlimited workflows), and Business at $99/month billed annually (dedicated VPC, SSO); Enterprise is by contact only.

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

Pipedream

Free
  • FreeFree
    • 100000 executions/month
    • 1000 sources
    • Community support
  • Pro$50/month
    • 500000 executions/month
    • Unlimited sources
    • Email support
  • Business$250/month
    • Unlimited executions
    • Priority support
    • Advanced features

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 Pipedream if

  • You need workflow builder.
  • You want to start without paying.
  • You work on Web, Api.
  • You also want node.js scripting.
Pipedream review

Questions people ask

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

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
Pipedream: What does Pipedream's free plan include?

The free plan provides access to Workflows and Connect for development purposes with limited active workflows and connected accounts. Development and testing workflows consume no 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
Pipedream: How does Pipedream's credit-based billing work?

Pipedream charges one credit per 30 seconds of compute time at the default 256MB memory level. Increasing memory to 512MB doubles the credit cost. Paid plans include a base monthly credit allotment plus a platform fee.

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
Pipedream: What actions and operations consume credits?

Action executions, tool calls via MCP, deployed trigger emissions, and Connect proxy requests consume credits. Free operations include listing apps, account management, and the first 30 seconds of public registry source executions.

Source
Pipedream: How is Pipedream's Connect feature billed?

Connect billing includes API usage charges for operations and compute, plus per-end-user charges based on unique external users connecting accounts, not the number of accounts.

Source
Pipedream: What happens if I downgrade my plan?

Plan downgrades take effect at the end of the current billing cycle, and the new plan's limits are enforced at that time. Cancellation also takes effect at the end of the current period.

Source
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