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Automation Integration · head to head

Dagster vs HighByte Intelligence Hub

Dagster logo

Dagster

Automation Integration

Data orchestration platform with asset lineage and AI-native observability

From
Free
Rated
-
Full reviewWebsite
HighByte Intelligence Hub logo

HighByte Intelligence Hub

Automation Integration

Industrial DataOps middleware that models and contextualises OT data before it reaches IT systems

From
$18500/year
Rated
-
Full reviewWebsite

The short version

  • Only Dagster has a free tier, so it costs nothing to try first.
  • Each has a real cost: Dagster learning curve steeper than simpler task schedulers; HighByte Intelligence Hub it is subscription only with no perpetual licence, so the data pipelines are a permanent operating cost and stop working if the subscription lapses.
  • They diverge on capability: Dagster covers Asset-centric orchestration, HighByte Intelligence Hub covers Data modelling.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Dagster and HighByte Intelligence Hub actually diverge.

Attributes where Dagster and HighByte Intelligence Hub differ
AttributeDagsterHighByte Intelligence Hub
Starting priceFree$18500/year
Pricing modelFree open-source core plus paid cloud platformPer site per year
Free tierYesNo
PlatformsCloud, Self-hostedWindows, Linux, Docker

Identical on both: 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 HighByte Intelligence Hub

  • Data modelling
  • Unified namespace
  • Pipelines
  • Connectors
  • High availability
  • Store and forward
  • Central configuration
  • REST data server

What people use each for

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

Dagster

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

HighByte Intelligence Hub

  • A manufacturer replacing hand-written Python scripts that push historian tags to a cloud warehouse with a modelled, supportable pipelinenot Dagster
  • A company building a unified namespace where OT payloads must carry asset context before they reach the brokernot Dagster
  • A data centre operator aggregating building and power telemetry into one cloud model across a campusnot Dagster
  • A team that needs PI System data joined with MES and ERP context without giving IT direct access to the control networknot 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

HighByte Intelligence Hub

  • It is subscription only with no perpetual licence, so the data pipelines are a permanent operating cost and stop working if the subscription lapses.
  • Pricing is per site with a 18,500 USD floor, so a small plant or a proof of concept pays enterprise money for a handful of tags; there is no tag-scaled or starter tier.
  • The Hub does not store data. It has no historian, so a destination outage longer than the store-and-forward buffer means lost data and you still need a historian or warehouse underneath.
  • Definitions of a site and a plant are negotiated rather than published, which creates room for disagreement at renewal when a customer adds a building or a second line.
  • The product depends on a small vendor with a narrow focus; if your integration needs drift towards general ETL or streaming, you end up running HighByte alongside a separate data stack rather than instead of one.

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

HighByte Intelligence Hub

$18500/year
  • Professional$18500/year
    • Single plant or agreed coverage area
    • Unlimited data models and pipelines
    • High availability, embedded MQTT broker, PI System integration
  • Factory Starter Pack$50000/year
    • Three factories
    • Central configuration across instances
    • All premium features included
  • Data Center Starter Pack$65000/year
    • Single aggregation point in customer cloud
    • All premium features included
  • Enterprise$undefined/year
    • Unlimited installations under one annual contract
    • Negotiated multi-year and multi-site discounts
    • Quoted pricing

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 HighByte Intelligence Hub if

  • You need data modelling.
  • You work on Windows, Linux, Docker.
  • You also want unified namespace.
HighByte Intelligence Hub review

Questions people ask

Is Dagster or HighByte Intelligence Hub better?
Neither clearly leads. Dagster starts at Free and HighByte Intelligence Hub at $18500/year, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dagster or HighByte Intelligence Hub?
Dagster has a free tier; the other does not. Paid plans start at Free for Dagster and $18500/year for HighByte Intelligence Hub.
Does Dagster or HighByte Intelligence Hub run on more platforms?
Dagster runs on Cloud, Self-hosted. HighByte Intelligence Hub runs on Windows, Linux, Docker.
Can I use Dagster for free?
Yes. Dagster has a free tier, so you can try it without paying. HighByte Intelligence Hub starts at $18500/year.
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 HighByte Intelligence Hub is typically brought in for.
What can Dagster do that HighByte Intelligence Hub cannot?
Dagster covers Asset-centric orchestration, Lineage tracking, Data quality monitoring, Multi-tool integration. HighByte Intelligence Hub covers Data modelling, Unified namespace, Pipelines, Connectors.

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
HighByte Intelligence Hub: What does a HighByte licence actually cost?

18,500 USD per year for Professional covering one plant, 50,000 USD for three factories, 65,000 USD for a cloud data centre aggregation point.

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
HighByte Intelligence Hub: Is pricing based on tag count?

No. All licences include unlimited data models and pipelines; the licence covers a coverage area, not a data volume.

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
HighByte Intelligence Hub: Does HighByte store historical data?

No. It models and routes data in motion. You still need a historian or a warehouse as the destination.

HighByte Intelligence Hub: Can I buy it perpetually?

No. It is an annual subscription only.

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