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Comparison · HighByte Intelligence Hub

The closest thing to us, with a deliberately narrower footprint.

HighByte Intelligence Hub is Industrial DataOps software: it models, transforms, orchestrates and governs industrial data. That is the same language we use, which makes this the comparison worth doing carefully. The difference is scope: HighByte sits above your existing connectivity and storage, we include them.

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What it is
HighByte Intelligence Hub: Industrial DataOps software, from HighByte
What Proxus is
An industrial data platform: collect, model, govern, store, deliver
Honest summary
The closest peer in category. Modelling and orchestration by design, deliberately not a historian or a driver stack.
Your options
Keep HighByte Intelligence Hub where it does its job and add Proxus beside it, or move the job into Proxus. Both paths are below.

Give them their due

What HighByte Intelligence Hub is genuinely good at.

A comparison that only lists the other product's weaknesses is a sales sheet, not a decision aid. These are real strengths, and some of them are reasons not to buy Proxus.

  • Purpose-built for modelling and orchestration

    HighByte does one layer and does it deliberately. Data modelling, transformation, orchestration and governance are the product, not features attached to something else.

  • Genuinely vendor-neutral

    It is designed to sit above whatever you already run (Ignition, PI System, OPC servers, MQTT brokers, databases, files) with connectors and modules for each. If your estate is heterogeneous and political, that neutrality is worth a lot.

  • A strong IT-side ecosystem

    Partnerships and reference architectures with AWS, Databricks, Snowflake and Siemens. If the destination is a modern cloud data platform and that team is driving, HighByte arrives with a path already paved.

  • Analyst recognition and category weight

    HighByte appears in analyst coverage of Industrial DataOps and helped define the category vocabulary. In an enterprise procurement that has to be defended upward, that carries weight we do not have.

Attribute by attribute

Where the two actually differ.

Both columns are filled in. Where HighByte Intelligence Hub is ahead, the row says so.

  • Scope

    Proxus

    Collection, modelling, governance, storage and delivery in one deployment.

    HighByte Intelligence Hub

    A modelling, transformation and orchestration layer above existing systems.

  • Device connectivity

    Proxus

    Native drivers for 66 protocols across 30 vendor and standard families, including OPC UA, plus devices that publish over MQTT, without a separate connectivity product.

    In the docs: Device connectivity

    HighByte Intelligence Hub

    Native OPC UA and Modbus TCP connections, plus MQTT, Sparkplug and many IT systems. For vendor PLC protocols such as S7 or EtherNet/IP, access typically comes from an OPC server or platform underneath (connection list checked October 2026).

  • Historian

    Proxus

    Built-in telemetry historian with retention policy and query access.

    In the docs: Historian

    HighByte Intelligence Hub

    Not a historian by design. Storage is whichever database, historian or lake you point it at.

  • Dashboards and alarms

    Proxus

    Operational dashboards, scheduled reports, rule engine and edge anomaly detection included.

    In the docs: Dashboards and alarms

    HighByte Intelligence Hub

    Not part of the product; visualisation belongs to the tools it feeds.

  • AI access

    Proxus

    A governed MCP interface with the same roles, namespace-path permissions and audit trail as every other consumer.

    In the docs: AI access

    HighByte Intelligence Hub

    MCP services that expose the hub’s models and pipelines to AI agents.

  • What runs at the edge

    Proxus

    One gateway process with collection, rules and an MQTT broker, plus a messaging container next to it that holds the local buffer.

    In the docs: What runs at the edge

    HighByte Intelligence Hub

    The hub, plus whatever provides connectivity and storage underneath it, typically two or three products in the stack.

  • Edge lifecycle

    Proxus

    Gateways keep no configuration of their own: it comes from the hub, so replacing one is a hardware task.

    In the docs: Edge lifecycle

    HighByte Intelligence Hub

    Hub instances are configured and managed per deployment, with projects promoted between them; version 4.3 added high availability.

  • Ecosystem position

    Proxus

    A platform that replaces several layers. Neutral about destinations, opinionated about the path.

    HighByte Intelligence Hub

    Neutral middle layer, with modules and connectors for the products around it, including PI System and Ignition.

  • Cloud analytics path

    Proxus

    Supported through cloud and warehouse targets, but the platform is designed to work fully on-premises first.

    In the docs: Cloud analytics path

    HighByte Intelligence Hub

    A core use case, with reference architectures for major cloud data platforms.

  • Deployment

    Proxus

    Linux containers with Docker or Kubernetes, on-premises, private cloud or air-gapped.

    In the docs: Deployment

    HighByte Intelligence Hub

    Edge and server deployment across common environments.

  • Licensing shape

    Proxus

    Priced only by connected gateways and data rate, with published recommended prices from $5,500 a year. Tags, devices, users and dashboards unlimited.

    Pricing: Licensing shape

    HighByte Intelligence Hub

    Annual subscription with published prices: Professional $18,500, Factory Starter Pack $50,000, Data Center Starter Pack $65,000; Enterprise by quote (checked 21 October 2026).

Proxus figures come from the current build's own driver and target inventory. HighByte Intelligence Hub figures come from the vendor's published material, linked at the end of this page. Nothing here is measured on a benchmark neither party has agreed to.

Choose HighByte Intelligence Hub

When we are not the answer.

  • You already have connectivity and a historian you are keeping, and you want a pure modelling and orchestration layer above them.
  • The estate spans many vendors and the neutrality of the middle layer is itself the requirement.
  • The destination is a cloud data platform and that team wants a product with an established reference architecture for it.
  • Procurement needs a name that appears in analyst coverage of the DataOps category.

Choose Proxus

When the shape of the problem fits.

  • You do not have a connectivity layer yet, and buying two products to reach one PLC is one too many.
  • History, dashboards and alarms are part of the requirement, not separate projects.
  • The deployment has to work fully on-premises or air-gapped, with the cloud optional rather than assumed.
  • You want one vendor accountable from the register to the delivered value.

If this column describes you:

See connectivity, history and modelling in one install on a demo

Not either/or

How they are used together.

  • Proxus as the collection layer

    Where HighByte is already the modelling standard, Proxus can publish the field data it needs over MQTT, including from devices that have no OPC server today.

  • One namespace, two products

    Both work with a modelled namespace. Where both exist, the practical question is which one owns the model. Running two competing models is the failure mode to avoid.

  • Storage where it is missing

    HighByte deliberately does not historise. If a plant needs local retention alongside a cloud feed, that is a gap Proxus fills without a third product.

Sources

Last checked against vendor material: October 2026.

Products change. If something on this page is out of date or wrong, tell us and we will fix it, including when the correction favours HighByte Intelligence Hub.

Questions

Proxus and HighByte Intelligence Hub: short answers.

Does Proxus include a historian?
Yes: a built-in telemetry historian with retention policy and query access. HighByte is not a historian by design; storage is whichever database, historian or lake you point it at.
Do I need an OPC server under Proxus?
No. Proxus has native drivers for 66 protocols across 30 vendor and standard families, including OPC UA, so it reads PLCs without a separate connectivity product. HighByte connects natively to OPC UA and Modbus TCP; for vendor PLC protocols such as S7 or EtherNet/IP it typically reads through an OPC server or platform underneath.
Can Proxus and HighByte be used together?
Yes. Where HighByte is already the modelling standard, Proxus can publish the field data it needs over MQTT. Decide which one owns the model: running two competing models is the failure mode to avoid.

Proven in production

Running in production at these sites.

All deployments

Other comparisons

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Next step

Count the products your data layer would need.

Tell us what sits under your modelling layer today: OPC servers, the historian, the dashboards. In thirty minutes we work out which of them Proxus would replace and which stay, and we say so if HighByte is the better fit.

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  1. 01

    Scoping call

    Equipment, protocols, sites and the systems the data has to reach.

  2. 02

    Technical walkthrough

    A working demo against a scenario that resembles your plant, not a generic tour.

  3. 03

    Pilot plan

    A defined first line or site, with the deployment and security questions answered up front.

  4. 04

    Roll-out

    The same templates bring the next lines and sites online.