Filtered ranking
Best Industrial IoT Platforms for Web in 2026
9 of the 11 industrial IoT platforms ranked on listme.name match: they officially support Web. The order uses the same scores as the full ranking.
The ranking
- 1
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
- 2
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
- 3
AWS IoT SiteWise
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
- 4
Insights Hub
Manufacturing-focused analytics from Siemens, with OEE, quality and energy modules and AI agents. It is quote-led and suits plant analytics more than general-purpose IoT data platforms.
Best for Manufacturers that want AI analytics on plant data
WebContact for pricing
- 5
ASP Dijital*
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
- 6
Cognite
Strong contextualized data and AI agent tooling that runs on any cloud, but no prices are published and its scope is wide for single-site projects.
Best for Enterprise industrial data and AI programs
WebContact for pricing
- 7
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
- 8
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
- 9
Node-RED
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
At a glance
| Product | Score | Price | Platforms | Asset modeling | Edge deployment | AI and analytics |
|---|---|---|---|---|---|---|
 Litmus | 89.0 | Subscription | WebSelf-hosted | ISA-95 hierarchies and tag model | Edge platform on your hardware | Edge AI and ML model serving |
| ThingWorx | 86.0 | Contact for pricing | Web | Contextualized industrial data | Described as edge to enterprise | AI-ready insights and apps |
 AWS IoT SiteWise | 85.5 | Pay as you go | WebSelf-hosted | Asset models and hierarchies | SiteWise Edge gateways | Metrics and transforms |
 Insights Hub | 84.5 | Contact for pricing | Web | Contextualized equipment and process data | Not stated on the product page | AI analytics, AI agents and Production Copilot |
 ASP Dijital* | 76.5 | Contact for pricing | Web | Unified Namespace modeling | Field integration via OPC UA, MQTT, Modbus | GoodData analytics (partner) |
 Cognite | 84.0 | Contact for pricing | Web | Contextualized industrial data | Cloud platform, any cloud | AI agent workbench |
 Azure IoT Operations | 82.5 | Pay as you go | Self-hostedWeb | Assets in Azure Device Registry | Kubernetes clusters via Azure Arc | Modular data services |
 Cumulocity | 81.0 | Contact for pricing | WebSelf-hosted | Equipment and device management | Cloud, edge, on-prem, air-gapped | AI-ready device data |
 Node-RED | 78.5 | Free and open source | WindowsLinuxWeb | Flows, not asset models | Raspberry Pi, servers and cloud | JavaScript functions in flows |
Related rankings
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- Best OT security platforms10 products ranked
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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.