Alternatives

Best Cognite alternatives in 2026

Cognite is industrial AI and data platform with contextualized data and agent tools. These 13 alternatives come from the same rankings, ordered by editorial score. Connected products carry a small, disclosed lift.

13 alternatives From best industrial analytics and AI tools, best industrial IoT platforms How we rank

Ranked alternatives

  1. 1

    Seeq

    Expert-led analytics with Seeq AI, a GMP-focused pharma version and partnerships with AWS, Microsoft, AVEVA and Databricks. It needs trained process engineers to get value, and its home page shows no prices or deployment model.

    Best for Process teams running expert-led investigations

    WebContact for pricing

  2. 2

    AVEVA PI System

    Vendor-neutral data collection, data integrity features and edge-to-cloud management make it the data layer in this list. It is a data product rather than an analytics tool, and pricing comes from AVEVA or its partners.

    Best for Plants standardizing operations data collection

    WebContact for pricing

  3. 3

    HighByte Intelligence Hub

    Also runs on Windows, macOS, Linux. Edge-native data modeling with an embedded MQTT broker, a REST server and a UNS client, on Windows, macOS, Linux or Docker. Licenses are annual subscriptions priced per factory, so buyers need a sales conversation.

    Best for Plant data modeling for a Unified Namespace

    WindowsmacOSLinuxSubscription

  4. 4

    Litmus

    Native connectors for PLCs, DCS, historians and OPC, with ISA-95 hierarchies and edge AI serving. The Foundation plan starts at $1,500 a month per site, and higher tiers are quoted.

    Best for Edge data platform with plant-level AI

    WebSelf-hostedSubscription

  5. 5

    TrendMiner

    Self-service analytics for operations teams, with agentic AI and on-premises, private cloud or SaaS deployment. Its industries page lists chemicals first, and it publishes no prices.

    Best for Operations teams doing self-service process analysis

    WebSelf-hostedContact for pricing

  6. 6

    ThingWorx

    Industrial intelligence platform with connected work cell and production performance apps, and close Kepware integration. The site publishes no prices, so cost is a quote, and its strongest use cases pair it with Kepware.

    Best for Kepware-based connected apps and dashboards

    WebContact for pricing

  7. 7

    AWS IoT SiteWise

    Has a free option. Managed asset-model service with SiteWise Edge gateways, pay-as-you-go pricing and a free data collection pack. Costs split across messaging, storage, queries and exports, so monthly bills need modeling.

    Best for AWS-hosted asset models with metered costs

    WebSelf-hostedPay as you go

  8. 8

    Azure IoT Operations

    Kubernetes-based edge data services managed through Azure Arc, with Device Registry for assets. It needs Kubernetes and Azure skills and is billed per node, which suits Azure-first teams.

    Best for Azure-first teams running Kubernetes at the edge

    Self-hostedWebPay as you go

  9. 9

    Sight Machine

    Semantic plant model and AI agents that link controls, historians, MES and ERP data. The site says deployment takes days. Public pages are general, so ask for architecture and hosting details first.

    Best for Manufacturers wanting AI agents over production data

    WebContact for pricing

  10. 10

    Cumulocity

    Device lifecycle management from onboarding to retirement, with thin-edge.io and deployment across cloud, edge and air-gapped sites. Pricing is quote-based, and the platform scope is broad for small projects.

    Best for Device-heavy equipment fleet management

    WebSelf-hostedContact for pricing

  11. 11

    ASP Dijital*

    Has a free option. Istanbul services firm that implements HighByte, GoodData and Industrial Defender, and offers OPC UA, MQTT and Unified Namespace projects. It is a service company, not a platform of its own, and it publishes no prices.

    Best for Turkish projects needing integration services

    WebContact for pricing

  12. 12

    Node-RED

    Has a free option; is open source; also runs on Windows, Linux. Free, Apache 2.0 flow editor that runs in a browser and on a Raspberry Pi. It is a wiring tool rather than an asset model or device-management platform, so production systems usually add one from this list.

    Best for Prototyping and edge glue logic

    WindowsLinuxWebFree and open sourceOpen source

  13. 13

    Kutup*

    Has a free option. Free, browser-based tools for sourced technical answers, table dashboards, process diagrams and anomaly and OEE experiments. Its scope is narrow, and NQ sends questions to a server, so it suits quick engineering checks, not plant data.

    Best for Quick engineering questions and free dashboards

    WebFree

About Cognite alternatives

What is the best alternative to Cognite?
On listme.name the highest-scored alternative is Seeq, followed by AVEVA PI System. The right choice depends on price, platform and whether you need open source.
Is there a free alternative to Cognite?
Yes. Free options include AWS IoT SiteWise, ASP Dijital, Node-RED.

Made by, or connected to, the publisher of this site or people the publisher works with. Listed on the same criteria as everything else, with the lift described in How we rank and Disclosure.