HighByte Intelligence Hubvs
Node-RED
Node-RED: Pick Node-RED if you have integration skills in house and the budget will not stretch to a five-figure annual licence.
HighByte Intelligence Hub
Industrial DataOps middleware that models and contextualises OT data before it reaches IT systems
As of 1 September 2026, HighByte Intelligence Hub starts at $18500/year. The rare industrial software vendor that publishes a list price: 18,500 USD per year for a Professional licence covering one plant. Softwr lists it under Automation Integration. HighByte Intelligence Hub is made by HighByte, Inc., available on Windows, Linux, Docker.
Overview
What HighByte Intelligence Hub does
HighByte Intelligence Hub is industrial DataOps middleware. It sits at the edge between OT systems (PLCs, historians, SCADA, MES) and IT destinations (cloud data platforms, MQTT brokers, databases, applications), and its job is to turn raw tags into modelled, contextualised payloads. Rather than piping thousands of anonymous tag names into a data lake and reconstructing meaning later, you define asset models in the Hub and publish payloads that already carry structure and metadata. The distinguishing fact is the pricing model and its transparency. HighByte publishes list prices: 18,500 USD per year for a Professional licence covering a single plant, 50,000 USD for a Factory Starter Pack covering three factories with central configuration, and 65,000 USD for a Data Center Starter Pack for a single aggregation point in your cloud. Enterprise is unlimited installations under one annual contract, quoted. Everything including high availability, the embedded MQTT broker, PI System integration, the REST data server and UNS client is in every licence rather than tiered, so the only lever is coverage area. That means the price does not scale with tag count, which is unusual and helps large-tag-count plants and hurts small pilots. Who buys it: manufacturers building a unified namespace, energy and data centre operators, and system integrators who have been maintaining bespoke Python and Node-RED glue and want something supportable. The trade-off is that this is subscription-only middleware with no perpetual option, it does not store data, and if you stop paying, the pipelines stop.
What people use it 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
Related searches
The honest half
Where it falls short
Concrete and checkable, so you can decide whether any of them matter to you. This is the half of a review a vendor will not write about 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.
Cross-shopped
What people choose instead of HighByte Intelligence Hub
Each pairing was judged by two reviewers asking whether a buyer would genuinely weigh the two against each other. The ones that failed were deleted rather than published.
- HighByte Intelligence HubvsIgnition
Ignition: Pick Ignition if you also need SCADA and HMI, since its MQTT modules cover a lot of the same ground for less.
- HighByte Intelligence HubvsHiveMQ
HiveMQ: Pick HiveMQ if the missing piece is a scalable broker rather than data modelling.
Pricing
What HighByte Intelligence Hub costs
Taken from the vendor's own pricing page. Prices move, so check before you buy.
Professional
$18,500 /yr
- Single plant or agreed coverage area
- Unlimited data models and pipelines
- High availability, embedded MQTT broker, PI System integration
- Live support and version upgrades
Factory Starter Pack
$50,000 /yr
- Three factories
- Central configuration across instances
- All premium features included
Data Center Starter Pack
$65,000 /yr
- Single aggregation point in customer cloud
- All premium features included
Enterprise
On request
- Unlimited installations under one annual contract
- Negotiated multi-year and multi-site discounts
- Quoted pricing
Capabilities
Features
Data modelling
Define reusable asset models and instance them across equipment, decoupling payload shape from tag names
Unified namespace
Publish modelled data to MQTT with Sparkplug B or plain topics, with an embedded broker included
Pipelines
Route, transform, buffer and condition data between sources and targets without writing code
Connectors
OPC UA, MQTT, historians including PI System, SQL databases, REST, files and cloud object stores
High availability
Active-standby instance pairing included in every licence tier
Store and forward
Buffers to disk when a destination is unreachable and replays on reconnection
Central configuration
Manage configurations across multiple Hub instances from one place on multi-site licences
REST data server
Expose modelled OT data as an on-demand API to IT applications
Answered, with sources
Questions people ask
Each answer names the page it came from, so you can check it rather than take our word for it.
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.
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.
Does HighByte store historical data?
No. It models and routes data in motion. You still need a historian or a warehouse as the destination.
Can I buy it perpetually?
No. It is an annual subscription only.
Keep looking
Where to go from HighByte Intelligence Hub
- HighByte Intelligence Hub alternativesEvery product people weigh against it
- HighByte Intelligence Hub pricingPlans, floors and what the tiers exclude
- HighByte Intelligence Hub badgesWhich rules it meets, and the figure behind each
- All Automation Integration softwareThe full category
- Best Automation Integration softwareThe shortlist, and how it was cut
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Softwr does not host reviews and shows no star rating for HighByte Intelligence Hub, because a rating we did not collect is not ours to publish. What is here is the pricing and platform detail from the vendor’s own pages, limitations we could state concretely, and alternatives a reviewer confirmed people weigh against it. Tell us if any of it is wrong.
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