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Automation Integration · head to head

HighByte Intelligence Hub vs Pipedream

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
Pipedream logo

Pipedream

Automation Integration

Build reliable workflows in minutes, not months

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Pipedream has a free tier, so it costs nothing to try first.
  • Each has a real cost: 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.; 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: HighByte Intelligence Hub covers Data modelling, Pipedream covers Workflow builder.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

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

Attributes where HighByte Intelligence Hub and Pipedream differ
AttributeHighByte Intelligence HubPipedream
Starting price$18500/yearFree
Pricing modelPer site per yearusage-based
Free tierNoYes
PlatformsWindows, Linux, DockerWeb, Api
FoundedUnknown2018

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 HighByte Intelligence Hub

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

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.

HighByte Intelligence Hub

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

Pipedream

  • Workflow Automationnot HighByte Intelligence Hub
  • Data Integrationnot HighByte Intelligence Hub
  • Process Automationnot HighByte Intelligence Hub
  • App Integrationnot HighByte Intelligence Hub
  • API Connectivitynot HighByte Intelligence Hub

Where each one falls short

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

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.

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

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

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 HighByte Intelligence Hub if

  • You need data modelling.
  • You work on Windows, Linux, Docker.
  • You also want unified namespace.
HighByte Intelligence Hub 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 HighByte Intelligence Hub or Pipedream better?
Neither clearly leads. HighByte Intelligence Hub starts at $18500/year and Pipedream at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, HighByte Intelligence Hub or Pipedream?
Pipedream has a free tier; the other does not. Paid plans start at $18500/year for HighByte Intelligence Hub and Free for Pipedream.
Does HighByte Intelligence Hub or Pipedream run on more platforms?
HighByte Intelligence Hub runs on Windows, Linux, Docker. Pipedream runs on Web, Api.
Can I use Pipedream for free?
Yes. Pipedream has a free tier, so you can try it without paying. HighByte Intelligence Hub starts at $18500/year.
What is HighByte Intelligence Hub best used for?
HighByte Intelligence Hub is most often used for a manufacturer replacing hand-written python scripts that push historian tags to a cloud warehouse with a modelled, supportable pipeline, a company building a unified namespace where ot payloads must carry asset context before they reach the broker, a data centre operator aggregating building and power telemetry into one cloud model across a campus, a team that needs pi system data joined with mes and erp context without giving it direct access to the control network. Of those, a manufacturer replacing hand-written python scripts that push historian tags to a cloud warehouse with a modelled, supportable pipeline and a company building a unified namespace where ot payloads must carry asset context before they reach the broker are not what Pipedream is typically brought in for.
What can HighByte Intelligence Hub do that Pipedream cannot?
HighByte Intelligence Hub covers Data modelling, Unified namespace, Pipelines, Connectors. Pipedream covers Workflow builder, Node.js scripting, Webhooks, Schedulers.

Answered from the vendors’ own pages

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.

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
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.

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
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.

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
HighByte Intelligence Hub: Can I buy it perpetually?

No. It is an annual subscription only.

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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