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Automation Integration · head to head

Dagster vs Autonoly

Dagster logo

Dagster

Automation Integration

Data orchestration platform with asset lineage and AI-native observability

From
Free
Rated
-
Full reviewWebsite
Autonoly logo

Autonoly

Automation Integration

AI agents that build and run automation workflows from plain-English prompts

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Dagster learning curve steeper than simpler task schedulers; Autonoly pricing is credit-based, so heavy web-scraping or long-running workflows can consume the monthly allowance quickly and require add-on credit packs.
  • They diverge on capability: Dagster covers Asset-centric orchestration, Autonoly covers Natural language workflow builder.

Where they differ

Only the attributes on which Dagster and Autonoly actually diverge.

Attributes where Dagster and Autonoly differ
AttributeDagsterAutonoly
Pricing modelFree open-source core plus paid cloud platformfreemium
PlatformsCloud, Self-hostedweb, api

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 Autonoly

  • Natural language workflow builder
  • Web scraping
  • Reports and dashboards
  • Python and code execution
  • Scheduling
  • App integrations
  • Workflow analytics

What people use each for

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

Dagster

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

Autonoly

  • Scraping data from websites into spreadsheets or dashboardsnot Dagster
  • Generating scheduled Excel and PDF reports automaticallynot Dagster
  • Chaining multi-step workflows across business appsnot Dagster
  • Running Python scripts and lightweight ML pipelines on a schedulenot Dagster
  • Sending automated alerts and notifications to Slack, Discord, or emailnot 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

Autonoly

  • Pricing is credit-based, so heavy web-scraping or long-running workflows can consume the monthly allowance quickly and require add-on credit packs.
  • The free plan allows 1,000 credits and three concurrent workflows a month, which is enough to trial the product but not to run anything continuously.
  • No published mobile apps (iOS/Android); the platform is web-based only.
  • Company details such as founding date, founders, and team size are not disclosed on the site, making it harder to evaluate the vendor's track record.
  • As an AI-agent-driven scraper/executor, reliability on sites with aggressive bot protection or frequently changing layouts may vary compared to purpose-built RPA tools.

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

Autonoly

Free
  • FreeFree
    • 1,000 credits/month
    • 3 concurrent AI agent workflows
    • Community support
  • Starter$29/month
    • 10,000 credits/month
    • 5 concurrent workflows
    • 3 parallel agents
  • Growth$59/month
    • 30,000 credits/month
    • 15 concurrent workflows
    • 5 parallel agents
  • Pro$99/month
    • 60,000 credits/month
    • 50 concurrent workflows
    • 15 parallel agents

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 Autonoly if

  • You need natural language workflow builder.
  • You want to start without paying.
  • You work on web, api.
  • You also want web scraping.
Autonoly review

Questions people ask

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

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
Autonoly: How does Autonoly charge?

By credits rather than per task. Free covers 1,000 credits a month, Starter is $29, Growth $59 and Pro $99, with Enterprise priced on application. Simple actions cost 1 to 3 credits and advanced AI operations 5 to 15.

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
Autonoly: Is there a free plan?

Yes. It includes 1,000 credits a month and three concurrent AI agent workflows, with community support. No card is required to start.

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
Autonoly: What happens if I run out of credits?

Autonoly notifies you and suggests optimisations rather than stopping outright: you can upgrade at any time, or have non-critical workflows paused automatically until the allowance resets.

Source
Autonoly: Can I change plan partway through a month?

Yes. Upgrades and downgrades take effect immediately and billing is prorated. Autonoly also offers 50% off paid plans for nonprofits.

Source
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