Best IoT Analytics Platforms - Page 4

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)

Nanoprecise

Nanoprecise is an AI-powered predictive and prescriptive maintenance platform that transforms industrial maintenance from reactive guesswork into a proactive, value-driven strategy. Its trademarked Energy-Centered Maintenance (ECM) approach not only detects early-stage faults in rotating equipment but also provides actionable insights on energy consumption, equipment health, and root cause diagnostics—helping teams reduce downtime and optimize energy use across both critical and non-critical machinery. Designed for industrial environments, Nanoprecise offers: - 6-in-1 IIoT sensors that capture vibration, acoustics, temperature, humidity, magnetic flux, and RPM - AI and GenAI-driven diagnostics to prioritize actions and fix root causes, not just symptoms - Less than 1% false positives/negatives, enabling trusted, prescriptive insights - Cybersecure by design (SOC II Type II) Unlike traditional solutions that only focus on production-critical machines, Nanoprecise unlocks value across the full plant by identifying energy-saving opportunities on the 80–90% of “balance of plant” equipment often overlooked. Nanoprecise is leading the future of smart maintenance—where machines don’t just alert, explain what’s wrong, why it matters, and how to fix it.

Average Rating: 4.3/5.0

Total Reviews: 3

How Do G2 Users Rate Nanoprecise?

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

Who Is the Company Behind Nanoprecise?

Who Uses This Product?

  • Company Size: 67% Medium, 33% Large

What Do G2 Reviewers Say About Nanoprecise?

AI-generated summary from verified user reviews

Pros
  • Users find ease of use in Nanoprecise, simplifying their experience and enhancing goal achievement during model training.
  • Users value the real-time notifications from Nanoprecise, which effectively prevent unscheduled outages and enhance machine reliability.
  • Users value the real-time data capabilities of Nanoprecise, enhancing machine tracking and reducing unexpected downtime.
  • Users value the real-time monitoring feature of Nanoprecise for its effectiveness in preventing unscheduled outages.
  • Users value the real-time tracking of Nanoprecise, effectively preventing unscheduled outages through timely data insights.
Cons
  • Users struggle with technical issues due to a lack of diagnostics and challenges in mobile deployment.
  • Users find the complexity of Nanoprecise challenging, particularly for deployment on mobile devices due to its computational demands.

What Are Recent G2 Reviews of Nanoprecise?

Prodea

Arrayent is the IoT platform that enables the world's most trusted brands to deliver connected products to consumers.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Prodea?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • Quality of Support: 9.2/10 (Category avg: 8.9/10)

Who Is the Company Behind Prodea?

  • Seller: Prodea
  • HQ Location: N/A
  • Twitter: @Arrayent
    773 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Prodea?

TempoIQ

Launch your IoT application now with the fast, flexible, agile IoT platform

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate TempoIQ?

  • Ease of Use: 7.5/10 (Category avg: 8.9/10)
  • Quality of Support: 9.2/10 (Category avg: 8.9/10)

Who Is the Company Behind TempoIQ?

  • Seller: TempoIQ
  • Year Founded: 2016
  • HQ Location: N/A
  • Twitter: @Tempo_IQ
    2,756 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of TempoIQ?

Ubidots

Ubidots provides a platform for makers, developers and companies to easily capture sensor data and turn it into useful information.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Ubidots?

  • Ease of Use: 8.3/10 (Category avg: 8.9/10)
  • Quality of Support: 9.2/10 (Category avg: 8.9/10)

Who Is the Company Behind Ubidots?

  • Seller: Ubidots
  • Year Founded: 2013
  • HQ Location: Medellín, CO
  • Twitter: @ubidots
    3,214 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    30 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of Ubidots?

What Are G2 Users Discussing About Ubidots?

VIA AIOps

VIA AIOps is a knowledge-driven AIOps platform that automates incident detection, diagnostics, and resolution across complex IT and network environments. Built on a self-evolving knowledge plane, it ingests metrics, logs, events, and traces from any source without predefined data models, machine-learns service topology and dependencies, and applies deterministic reasoning to drive closed-loop autonomous execution across diagnose, decide, remediate, and validate. VIA AIOps powered by VIA AI delivers the capabilities needed to journey from observability to intelligent automation across service layers. VIA AIOps has been proven to: • Detect problems before impact or impaired performance, • Reduce incidents by 65%, • Improve availability by 60%, • Reduce time to restore service by 50%, and • Deliver 20% efficacy improvements year over year. Built for horizontal scaling, VIA AIOps reliably supports mission critical operations that require massive data streaming. Key differentiators include: • Total ecosystem operational management- Any vendor, protocol, tool across all technology layers. AI embedded throughout the incident management workflow from ingestion to enablement of autonomous resolution. • Intelligent automation & AI with Knowledge - Builds a learning system from topology, telemetry, logs, and past incidents to execute actions. Multi-step autonomous execution from diagnose, determine root cause, remediate and validate. • Rapid Deployment - Deploys alongside existing OSS, BSS, and network systems with easy onboarding of data. • Fast time-to-value - Quantifiable ROI achieved in <60 days. Explainability built in with trace back capability for decisions to relationships, learned patterns, and known resolutions.

Average Rating: 4.0/5.0

Total Reviews: 2

How Do G2 Users Rate VIA AIOps?

  • Ease of Use: 9.2/10 (Category avg: 8.9/10)
  • Quality of Support: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind VIA AIOps?

  • Seller: Vitria
  • Year Founded: 1994
  • HQ Location: Menlo Park, California
  • Twitter: @VitriaTech
    1,297 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    139 employees on LinkedIn®
  • Ownership: Privately Held

Who Uses This Product?

  • Company Size: 50% Small, 50% Medium

What Are Recent G2 Reviews of VIA AIOps?

XY Sense

Founded in 2016 by Alex Birch and Luke Murray, XY Sense is a Melbourne head-quartered technology startup using smart sensors and AI powered analytics to create workplaces people love. We’ve created the world’s most advanced workplace occupancy sensor. It’s private by design (protecting your team’s privacy), has enormous coverage (1,000 sq.ft/ 20 desks), collects open area data passively and best of all delivers highly accurate(<30cm/1 ft) workplace occupancy and utilisation analytics in real-time. Combined with an analytics platform that’s been designed for frontline property teams, we’re obsessed with simplifying workplace analytics to help transform workplaces for the better. Learn about what makes our sensor stand apart by visiting our website - www.xysense.com

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate XY Sense?

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

Who Is the Company Behind XY Sense?

  • Seller: XY Sense
  • Year Founded: 2016
  • HQ Location: Melbourne, AU
  • LinkedIn® Page: www.linkedin.com
    61 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of XY Sense?

AmbienceData

AmbienceData is an sensor agnostic end-to-end IoT platform that provides smart sensors, monitoring + data analytics, and machine learning.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate AmbienceData?

  • Ease of Use: 8.3/10 (Category avg: 8.9/10)
  • Quality of Support: 6.7/10 (Category avg: 8.9/10)

Who Is the Company Behind AmbienceData?

  • Seller: AmbienceData
  • Year Founded: 2014
  • HQ Location: Mississauga, CA
  • Twitter: @ambiencedata
    1,352 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of AmbienceData?

Assistplus

Assistplus is a scalable IoT solution that helps businesses drive their operational efficiency and establish crew safety by efficiently tracking and monitoring resources in real-time. This location intelligence tool is a solid solution for optimum resource utilization. assistplus hardware includes scalable products that easily integrate with RTLS technology to generate impeccable data. Our BLE / UWB smart tags and sensors locate assets accurately and give up-to-date info. assistplus has infinite applications in the business landscape including, smart offices, healthcare, and the industrial sector.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Assistplus?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Assistplus?

What Are G2 Users Discussing About Assistplus?

Axonize

Smarter. Faster. Integrable There’s only one IoT platform that can take any digitalized system and develop a smarter, faster and integrable application for all your IoT needs. Axonize has developed a disruptive, multi-app architecture, purpose-built for service providers, and end customers, that enables the deployment of fully customized smart solutions across all applications, verticals and device types, while cutting down application development and smart project launch time from 6-18 months to merely 6-8 days. Customers create complete smart facilities and other smart enterprises with very few resources, no development and with unprecedented speed. This enables them to start small, with no upfront investment and scale fast to show ROI. Here are some of the benefits: • ROI. One solution orchestrates all aspects of your IoT project to help optimize costs and uncover new revenue opportunities. • Managed Service: Purpose-built for service providers, enabling them to build profitable hyper-scale IoT managed services for smart enterprises. • Security: Axonize is a layer on top of the Azure IoT hub, so we rely fully on Azure’s first-class security. • No-code Platform: Develop your solution based on configuration, instead of development, so you use minimal engineering resources. • Integrable: Integrate all systems, software and sensors into a single IoT platform. • Scalable: Scale your project in any direction by connecting as many apps and devices as you need. Start small and scale IoT projects fast across all verticals.

Average Rating: 4.7/5.0

Total Reviews: 3

How Do G2 Users Rate Axonize?

  • Ease of Use: 8.3/10 (Category avg: 8.9/10)
  • Quality of Support: 7.8/10 (Category avg: 8.9/10)

Who Is the Company Behind Axonize?

  • Seller: Axonize
  • Year Founded: 2015
  • HQ Location: N/A
  • Twitter: @AxonizeIoT
    296 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,138 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of Axonize?

What Are G2 Users Discussing About Axonize?

Closedata

Closedata helps M&A teams worldwide find acquisition targets, cross-validate financial data, and surface succession and ownership signals before the competition does. Powered by exclusive financial data, enriched with structured data and web signals, and driven by a proprietary AI engine that turns a plain-language investment thesis into a ranked list of targets in seconds.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Closedata?

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

Who Is the Company Behind Closedata?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Closedata?

Cogent DataHub

SkkyHub is actually the Cogent DataHub, a secure-by-design industrial data backbone and data operations platform. Eliminate all cybersecurity attack vectors when accessing industrial data on isolated OT networks by keeping all inbound firewall ports closed and removing the need for VPNs. Connect to, aggregate, operate on, store and move industrial data to wherever it is required.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Cogent DataHub?

  • Seller: Skkynet
  • Year Founded: 2011
  • HQ Location: Mississauga, CA
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®
  • Ownership: OTC: SKKY
  • Phone: 1 888 702 7851

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Cogent DataHub?

Crosser

Crosser designs and develops a hybrid-first Streaming Analytics & Integration software for any Cloud, On-premise or Edge. The Crosser Platform enables real-time processing of streaming, event-driven or batch data for Intelligent Pipelines & Automations and for Industrial IoT. All managed from a single Control Center and powered by a low-code and low-effort experience.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Crosser?

  • Ease of Use: 9.2/10 (Category avg: 8.9/10)
  • Quality of Support: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Crosser?

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of Crosser?

Davra

Davra believes in harnessing the power of the Internet of Things. Founded in 2012, the goal was to help companies, fleet owners, OEMs, municipalities and others leverage existing and nascent technologies with equal agility, and they have since established a success-packed portfolio. While nobody can quite predict how the IoT of the future might shape up, Davra are committed to leading the charge.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Davra?

  • 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 Davra?

  • Seller: Davra
  • Year Founded: 2011
  • HQ Location: Sunnyvale, US
  • Twitter: @davra_iot
    2,766 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    33 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Davra?

DeviceHive

DeviceHive is an Open Source IoT Data Platform with a wide range of device integration options.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate DeviceHive?

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

Who Is the Company Behind DeviceHive?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of DeviceHive?

EVRYTHNG

Make your products smarter with EVRYTHNG’s IoT Smart Products Platform

Average Rating: 3.5/5.0

Total Reviews: 1

Who Is the Company Behind EVRYTHNG?

  • Seller: EVRYTHNG
  • Year Founded: 1994
  • HQ Location: Beaverton, Oregon, United States
  • LinkedIn® Page: www.linkedin.com
    244 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are G2 Users Discussing About EVRYTHNG?

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