Best IoT Analytics Platforms - Page 10

How Many IoT Analytics Platforms Products Does G2 Track?

Total Products under this Category: 156

Category Stats (Nov 2026)

  • Average Rating: 4.41/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: I-care Group (+2.72%) - Among all products in this category, I-care Group recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank IoT Analytics Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,500+ Authentic Reviews
  • 156+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for IoT Analytics Platforms

G2 Grid® for IoT Analytics Platforms plotting products by satisfaction and market presence

Highlighted products: Insights Hub, TagoIO, Rayven, Elastic Observability, TRACTIAN, TrendMiner, AWS IoT SiteWise, and Google Cloud IoT Core.

Underlying data: [Grid® JSON](https://www.g2.com/categories/iot-analytics-platforms/grids.json?focus%5B%5D=siemens-digital-industries-software-insights-hub&focus%5B%5D=tagoio&focus%5B%5D=rayven&focus%5B%5D=elastic-observability&focus%5B%5D=tractian-tractian&focus%5B%5D=trendminer&focus%5B%5D=aws-iot-sitewise&focus%5B%5D=google-cloud-iot-core)

Maprix Printers Analytics

IoT Analytics for Printers and IP cameras. Connect your multi-site organization to the cloud and prevent unpredictable incidents and optimize operational costs with your devices.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Maprix Printers Analytics?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)
  • Quality of Support: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Maprix Printers Analytics?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Maprix Printers Analytics?

mnubo

Mnubo is an Internet of Things company, providing data analytics, machine learning and artificial intelligence solutions to connected product manufacturers and service providers. Mnubo’s SmartObjects solution is purpose-built to help companies derive business value from their connected equipment data through IoT insights. The solution includes the Mnubo SmartObjects Platform (MSP) - a comprehensive, full-stack IoT data platform, available as a PaaS offering, for rapidly building IoT insights as well as AI/ML- based algorithms. Mnubo delivers a portfolio of configurable Mnubo SmartObjects Insights (MSIs) - available as a SaaS offering and hosted on the Mnubo SmartObjects Platform - to drive business outcomes such as reduce operational costs, improve customer satisfaction, boost after-market services and enable predictive maintenance. MSIs can be configurable and out-of-the-box, custom-built or built by the customer on the MSI framework Mnubo also offers a suite of IoT Professional Services including Mnubo advisory, Mnubo Academy and Mnubo Data Science & custom development services.

Who Is the Company Behind mnubo?

  • Seller: mnubo
  • HQ Location: Bedford, Massachusetts, United States
  • LinkedIn® Page: www.linkedin.com
    4,312 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

Mt. Fuji

Mt. Fuji is an industrial AI and plant intelligence platform designed to help manufacturers gain real-time visibility, stability, and efficiency across their operations. By unifying data from PLC/DCS, MES/ERP, SCADA, and shift logs, Mt. Fuji standardizes and secures production data. Its AI-powered control system delivers predictive, preventive, and prescriptive insights, automatically adjusting parameters to maintain consistent quality and reduce variability. With features like real-time KPI tracking, batch-to-batch comparisons, anomaly detection, and digital twin dashboards, Mt. Fuji enables operators and executives alike to act faster with reliable insights. Manufacturers rely on Mt. Fuji to minimize downtime, enhance traceability, improve resource efficiency, and accelerate smarter decision-making, powering more agile, data-driven, and sustainable operations.

Who Is the Company Behind Mt. Fuji?

  • Seller: Haber
  • Year Founded: 2017
  • HQ Location: Pune, IN
  • Twitter: @HABER_TECH
    119 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    225 employees on LinkedIn®

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Nebeskie Labs

IoT- Edge Solution for Industry4.0, Smart Monitoring, and Building. Monitor and control energy consumptions, improve energy efficiency, and productivity.

Who Is the Company Behind Nebeskie Labs?

NEQTO.ai

NEQTO.ai provides smart monitoring and AI-driven insights that do more than just show you data. An integrated AI Chatbot connects directly to your device history, allowing you to ask natural language questions about why a device went offline to receive an instant diagnosis. Real-time precision is maintained for instant notifications, ensuring you see critical events as they happen without needing to refresh your browser. Furthermore, you can visualize your operations through fully customizable dashboards with a drag-and-drop layout featuring Gantt charts, interactive maps, and gauge widgets. We also offer flexible access by allowing you to grant role-based permissions or invite external stakeholders to receive notifications without requiring them to sign up for a full account.

Who Is the Company Behind NEQTO.ai?

  • Seller: JIG-SAW
  • HQ Location: Irvine, California
  • Twitter: @JIGSAW_NEWS_bot
    1,271 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Netdata

Netdata is a real-time observability platform with agentic AI troubleshooting that covers the full stack in one product: infrastructure, containers and Kubernetes, databases, networks, cloud services, logs, distributed traces and digital experience. It installs in minutes, finds what's running on its own, and starts monitoring right away. Dashboards, ready-made alerts and machine-learning anomaly detection on every metric work out of the box, with no configuration and no query language. Netdata AI works as an on-call engineer. It investigates alerts, correlates anomalies across thousands of metrics, logs and traces, finds the root cause and explains the incident with clear recommendations, so teams get from alert to resolution in minutes instead of hours. Netdata AI can also run capacity planning, performance optimization, SLA audits and so much more. Netdata connects to other tools (such as GitHub, PagerDuty, Jira, Confluence and more) you use to bring in relevant context to make the AI investigations more functional and accurate. MCP servers on every Netdata Agent and in Netdata Cloud also let any AI assistant, such as Claude, Cursor or VS Code, query the live infrastructure directly. Netdata collects per-second metrics through 800+ integrations and works natively with Prometheus, OpenTelemetry, StatsD and Nagios. Digital Experience Monitoring shows what users actually experience: Real User Monitoring (RUM) tracks Core Web Vitals, JavaScript errors and sessions from real visitors, and synthetic journeys and Lighthouse audits test critical user flows on a schedule. OpenTelemetry-native distributed tracing adds a traces explorer with waterfall views and on-demand rate, error and latency analysis for any slice of traffic. Trace context links each user interaction in the browser to the backend services that handled it. Logs can be queried where they already live on each system, or collected centrally through an OpenTelemetry pipeline. For network performance monitoring, Netdata monitors any SNMP device with zero configuration and includes dedicated profiles for 1,700+ device models. It analyzes NetFlow, IPFIX and sFlow traffic, decodes SNMP traps, and tracks BGP. It also maps L2/L3 network topology and application dependencies, showing how processes communicate across systems without any instrumentation. Network data shares the same dashboards and timeline as the servers, containers and applications running over the network. Netdata's distributed architecture processes data at the edge, where it's generated. That keeps per-second detail affordable, catches short-lived issues that traditional tools miss, and keeps the data on your own infrastructure. Netdata is available as SaaS through Netdata Cloud or as an Enterprise On-Prem deployment, including private cloud and air-gapped environments.

Average Rating: 4.6/5.0

Total Reviews: 51

How Do G2 Users Rate Netdata?

  • Ease of Use: 9.1/10 (Category avg: 8.8/10)
  • Quality of Support: 9.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Netdata?

  • Seller: Netdata
  • Year Founded: 2018
  • HQ Location: San Francisco, US
  • Twitter: @netdatahq
    4,040 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    81 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Small, 43% Medium

What Do G2 Reviewers Say About Netdata?

AI-generated summary from verified user reviews

Pros
  • Users highlight the ease of use of Netdata, praising its quick setup and intuitive dashboard for monitoring.
  • Users praise the easy setup of Netdata, experiencing quick implementation and immediate access to detailed metrics.
  • Users praise the ease of setup and detailed real-time monitoring provided by Netdata, enabling efficient system management.
  • Users value the real-time monitoring of Netdata, appreciating its detail and immediacy for swift decision-making.
  • Users find the easy installation and user-friendly dashboard of Netdata to be highly beneficial for monitoring systems.
Cons
  • Users note missing APM features and limited documentation, which affect usability and long-term data retention.
  • Users find the insufficient documentation on best practices limits their ability to fully optimize Netdata's capabilities.
  • Users note the limited compatibility with Windows and lack of integrations, impacting their monitoring experience.
  • Users find the limited functionality of Netdata frustrating, especially with scalability and third-party dependencies affecting performance.
  • Users highlight resource limitations in Netdata, struggling with data volume and scalability challenges on their systems.

What Are Recent G2 Reviews of Netdata?

Nozomi Networks Platform

Nozomi Networks offers highly accurate, actionable intelligence and protection for integrated cybersecurity at scale. The detailed visibility and in-depth insight provided by Nozomi Networks lets users: • See all the OT, IoT, IT, edge and cloud assets on your networks • Pinpoint the cyber threats and vulnerabilities that matter most • Respond quickly to incidents with forensic analysis tools • Manage asset, security and network data in a single platform • Scale cyber and operational resilience across your entire infrastructure

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Nozomi Networks Platform?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)
  • Quality of Support: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Nozomi Networks Platform?

  • Seller: Nozomi Networks
  • Year Founded: 2013
  • HQ Location: San Francisco, California, United States
  • Twitter: @nozominetworks
    4,238 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    389 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Do G2 Reviewers Say About Nozomi Networks Platform?

AI-generated summary from verified user reviews

Pros
  • Users highlight the customization features of Nozomi Networks Platform, enhancing their ability to monitor network activities effectively.
  • Users value the effective detection algorithms of Nozomi Networks Platform, which accurately identify intrusions and malicious traffic.
  • Users commend the detection efficiency of Nozomi Networks Platform, effectively identifying intrusions and analyzing traffic patterns.
  • Users value Nozomi's detection algorithms for identifying intrusions and its excellent interface for traffic pattern visualization.
  • Users value the advanced threat detection capabilities of Nozomi Networks, identifying intrusions and malicious traffic effectively.
Cons
  • Users find the Nozomi Networks Platform expensive, yet it aligns with cybersecurity budget constraints against competitors.

What Are Recent G2 Reviews of Nozomi Networks Platform?

nuPSYS

nuPSYS patented 3-D visualization software simplifies network automation and management across multiple technologies

Who Is the Company Behind nuPSYS?

  • Seller: nuPSYS
  • Year Founded: 2009
  • HQ Location: Palo Alto, US
  • LinkedIn® Page: linkedin.com
    27 employees on LinkedIn®

Olearia Digital Twins

Olearia Digital Twins puts the whole olive oil mill on one screen, in 3D: the extraction process, the cellar, traceability down to the plot, resources and applied AI. Built by AIXA AI (Granada, Spain) for olive oil mills and cooperatives. Deployments start with a pilot quoted per plant after a technical visit, and a live demo is available with no commitment. Part of Olearia (olearia.io), the platform for the olive oil value chain, alongside Olearia Agritech and Olearia Intelligence.

Who Is the Company Behind Olearia Digital Twins?

  • Seller: AIXA AI
  • Year Founded: 2025
  • HQ Location: Granada, ES
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Perspio

Inauro is an Australian Industrial software company. Its platform, Perspio™, sits between the assets, telematics, OEM and IoT systems that asset-heavy businesses already run and the operational systems that support the decisions actually made: ERPs, maintenance platforms, dispatch tools, billing and safety systems. Perspio makes that data usable, acts on it, and writes the result back where it belongs, without replacing anything a customer already owns. The platform manages more than 130,000 assets across equipment rental, construction, logistics, mining, cold chain and OEM dealers in Australia and New Zealand, North America and Europe, and is ISO 27001 certified on a fully Azure-native stack.

Who Is the Company Behind Perspio?

Perspio - Operational Intelligence Layer for Asset-Heavy Industries

Inauro is an Australian Industrial software company. Its platform, Perspio™, sits between the assets, telematics, OEM and IoT systems that asset-heavy businesses already run and the operational systems that support the decisions actually made: ERPs, maintenance platforms, dispatch tools, billing and safety systems. Perspio makes that data usable, acts on it, and writes the result back where it belongs, without replacing anything a customer already owns. The platform manages more than 130,000 assets across equipment rental, construction, logistics, mining, cold chain and OEM dealers in Australia and New Zealand, North America and Europe, and is ISO 27001 certified on a fully Azure-native stack.

Who Is the Company Behind Perspio - Operational Intelligence Layer for Asset-Heavy Industries?

  • Seller: Inauro
  • Year Founded: 2020
  • HQ Location: Neutral Bay, AU
  • LinkedIn® Page: www.linkedin.com
    18 employees on LinkedIn®

Proximun

Proximun watches zones, not people's every step. A tag is carried by a visitor, a contractor, a member of staff, a forklift or a piece of equipment; readers placed around the site work out which zone that tag is in; a rule engine decides whether that is allowed. WHAT IT ANSWERS Who is in the building right now, and in which zone. How long they have been there. Whether the zone is one they are cleared for. ALERTS INSTEAD OF REPORTS NOBODY READS An unauthorised floor or area raises an alert as it happens — no card to present, no gate to pass. A visitor who takes the lift to a restricted floor is seen; a turnstile would not see it. Rules cover the zone, the time window, the permitted duration and the authorisation of the tag holder. EVERY SUBJECT, ONE PLATFORM Visitors, staff, contractors and their escort rules, students, patients, residents. Forklifts and site machinery in enclosed areas. Fixed assets — generators, cylinders, tools, samples — with a "left the zone" rule. Containers, pallets and shipments in warehouses and ports. BUILT FOR SITES THAT ARE NOT SIMPLE Factories, office towers, hospitals, construction sites, ports, shopping centres and data centres. Multiple tenants, multiple sites, one platform, cloud first. WHAT IT IS NOT Not a door lock and not a turnstile. Proximun does not open or close anything; it sees where a tag is and tells you when a rule is broken.

Who Is the Company Behind Proximun?

Qopper Enterprise

Qopper Enterprise is a fully managed PaaS for vendors to develop, deploy and manage their connected products.

Who Is the Company Behind Qopper Enterprise?

Rootlenses

It’s an AI suite that integrates data intelligence, secure AI connectivity, and voice agents to extract insights, optimize processes, and streamline decision-making, ultimately transforming the customer experience.

Who Is the Company Behind Rootlenses?

SAM4

SAM4 is a condition monitoring system that allows you to monitor the important parts of the drivetrain of an asset in real-time, from the safety of the motor control cabinet.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate SAM4?

  • Ease of Use: 8.3/10 (Category avg: 8.8/10)
  • Quality of Support: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind SAM4?

  • Seller: Samotics
  • Year Founded: 2015
  • HQ Location: Leiden, NL
  • Twitter: @Samotics
    380 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    110 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large, 100% Medium

What Are Recent G2 Reviews of SAM4?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 3, 2024