Best IoT Analytics Platforms - Page 9

How Many IoT Analytics Platforms Products Does G2 Track?

Total Products under this Category: 144

Category Stats (Sep 2026)

  • Average Rating: 4.41/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Elastic Observability (+0.45%) - Among all products in this category, Elastic Observability recorded the largest rating increase compared to last month

Last updated: September 05, 2026

How Does G2 Rank IoT Analytics Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,400+ Authentic Reviews
  • 144+ 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, TRACTIAN, SAP Business Technology Platform, Google Cloud IoT Core, AWS IoT SiteWise, and AWS IoT Analytics.

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=tractian-tractian&focus%5B%5D=sap-business-technology-platform&focus%5B%5D=google-cloud-iot-core&focus%5B%5D=aws-iot-sitewise&focus%5B%5D=aws-iot-analytics)

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 an AI-driven real-time observability platform that monitors systems, containers, applications, and infrastructure across servers, cloud environments, Kubernetes clusters, and IoT devices. With zero-configuration deployment, Netdata installs instantly, automatically discovers metrics, builds dashboards, and begins monitoring without setup. Netdata AI serves as an intelligent on-call assistant, automatically investigating alerts, correlating anomalies across thousands of metrics, identifying root causes, and explaining incidents with clear, actionable recommendations. By transforming raw telemetry into AI-guided insights, Netdata helps engineering teams move from alert to resolution in minutes instead of hours. The platform collects per-second metrics through 800+ integrations across operating systems, containers, databases, applications, OpenMetrics exporters, StatsD, and logs. Its distributed architecture processes data at the edge, enabling high-resolution monitoring and visibility into short-lived performance issues that traditional monitoring tools often miss. Netdata is available as a scalable SaaS platform with Netdata Cloud or as a private deployment within your own infrastructure, supporting on-prem, private cloud, and air-gapped environments while delivering automated dashboards, ML-based anomaly detection, and real-time troubleshooting.

Average Rating: 4.6/5.0

Total Reviews: 51

How Do G2 Users Rate Netdata?

  • Ease of Use: 9.1/10 (Category avg: 8.9/10)
  • 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
    79 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?

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®

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: 8.9/10)
  • 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
    103 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large, 100% Medium

What Are Recent G2 Reviews of SAM4?

sclera

Facility Management with Building Intelligence Pioneering AI-enabled Smart Building Solutions backed by IoT technology, Building Analytics and Advanced Digitization for unparalleled Operational Efficiency, Sustainability and ROI. Witness the Real-World Impact of Our Solutions in Action 1. AI-enabled Onboarding 70% reduction in time and 80% reduction in cost to onboard 2. Digital Inspections Up to 50,000 work hours freed up for Inspections 3. Asset Downtime 20% reduction in asset downtime and 10-20% decrease in operational expenses through realtime monitoring 4. Maintenance and Repair 15 to 20% reduction in recurring maintenance and repair costs. 5. Inventory and Consumables Reduce stock-outs by up to 50% and overstocking by 30% Work Smarter, Not Harder 1. Facility Manager With data visualization dashboards and reports, gain real-time insights into key facility metrics (e.g., energy usage, space utilization, maintenance needs) to make informed decisions. 2. Janitorial Team Work order management system with mobile app access enables simplifying task assignment, track cleaning progress, and improve communication between team members. 3. Asset Engineers Centralized asset registry with maintenance scheduling capabilities help manage asset information, schedule preventive maintenance tasks, and leverage real-time sensor data to monitor asset health and performance. 4. Maintenance Technician Mobile app for work order access, automated alerts, rounds, and audits improve response time by accessing work order details and requesting parts directly from the field. Submit reports efficiently through the mobile app. 5. Smart Buildings Manager Building automation system integration with data analytics help optimize energy consumption and environmental conditions based on real-time building data. Gain insights into overall smart building operations and identify areas for improvement. Features: 1. Asset Digitization Effortlessly digitize and manage all assets for streamlined operations and enhanced visibility. 2. Inspection Digitization Digitize inspections for enhanced tracking, accurate data collection and efficient compliance processes. 3. Remote Access and Asset Monitoring Ensure Network reliability and security with comprehensive monitoring and real-time insights. 4. BMS and IoT Monitoring Leverage sensors for accurate readings, enabling actionable analysis and informed 5. Data Platform Integration Experience seamless operations and enhanced efficiency with an integrated operating system that centralizes workflows and operations.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate sclera?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • Quality of Support: 6.7/10 (Category avg: 8.9/10)

Who Is the Company Behind sclera?

  • Seller: sclera
  • Year Founded: 2018
  • HQ Location: Chicago, US
  • Twitter: @sclera_Platform
    16 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    214 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of sclera?

SenSen AI

SenSen AI is an advanced platform that leverages artificial intelligence and computer vision to deliver intelligent curbside and parking management solutions. By integrating cutting-edge technologies, SenSen AI enhances operational efficiency and compliance across various sectors, including councils, municipalities, police, law enforcement, surveillance, and retail. Key Features and Functionality: - Curbside Enforcement: Automates monitoring and enforcement of parking regulations, ensuring compliance and optimizing space utilization. - Live Curb Awareness: Provides real-time insights into curbside activities, enabling proactive management and decision-making. - City Asset Management: Facilitates efficient tracking and maintenance of urban assets, enhancing city infrastructure management. - Intelligent Vision Agent: Utilizes AI-driven vision technology to analyze and interpret visual data for various applications. - Fuel Theft Prevention: Detects and prevents unauthorized fuel access, safeguarding resources and reducing losses. Primary Value and User Solutions: SenSen AI addresses the challenges of manual monitoring and enforcement by providing automated, data-driven solutions that improve compliance, reduce operational costs, and enhance public safety. Its AI-powered platform transforms complex visual data into actionable insights, enabling organizations to make informed decisions and optimize their operations effectively.

Who Is the Company Behind SenSen AI?

  • Seller: SenSen AI
  • Year Founded: 2007
  • HQ Location: Melbourne, AU
  • LinkedIn® Page: www.linkedin.com
    145 employees on LinkedIn®

Shiftconnector®

Shiftconnector® plant process management solutions is making plants safer, smarter and stronger with a powerful suite of digital applications for shift handover, team communication, production management and regulatory compliance. Safer Plants: Create a safer plant environment, reduce reportable incidents, and minimize the risk of a catastrophic event—especially in those critical 30 minutes after a shift change. Smarter Decisions: Improve productivity and cost control with real-time insights into plant performance and processes. 7 out of 10 Shiftconnector customers report an increase in plant productivity. Stronger Future: Increase plant resilience, reduce downtime, and be ready to adapt to changing market requirements. 8 out of 10 customers say Shiftconnector helped them adapt during the pandemic.

Who Is the Company Behind Shiftconnector®?

  • Seller: eschbach
  • Year Founded: 2005
  • HQ Location: Bad Säckingen, DE
  • LinkedIn® Page: www.linkedin.com
    107 employees on LinkedIn®

SITE

Who Is the Company Behind SITE?

  • Seller: Mobileum
  • HQ Location: Cupertino, California, United States
  • LinkedIn® Page: www.linkedin.com
    1,998 employees on LinkedIn®

SkySpark

Who Is the Company Behind SkySpark?

sonarly

Who Is the Company Behind sonarly?

  • Seller: devsub
  • Year Founded: 2024
  • HQ Location: Dresden, DE
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Spectra

Most service software records what happened. Servy helps decide what should happen next. From the moment an asset is installed or a service request is raised, Servy can automatically determine: What happened → who owns it → what needs to happen → who should do it → what parts are required → when it should happen → what it costs → what happens if it doesn't. That makes Servy more than a CMMS or FSM. It is the operating layer for service operations.

Who Is the Company Behind Spectra?

Sphinx Open

Who Is the Company Behind Sphinx Open?

  • Seller: GFT
  • Year Founded: 1987
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    49 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 3, 2024