DataHUB+ vs. dataPARC Historian Comparison


DataHUB+ VROC	dataPARC Historian dataPARC	+	+
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The same readable contract drives multi-format validation, deterministic execution, quality measurement, data quality gate, and historical quality analytics across APIs, events, files, LLM structured outputs, and enterprise data flows. Community Edition provides the open specification, a free Java validation runtime, a public Claude AI assistant for contract generation, and a free online studio for executable JSON validation contracts and JSON Schema transpilation. Enterprise Edition supports direct validation of JSONL, XML, CSV, FIXED, and EDI flows, data quality gate, and operational quality dashboards, all without databases 2 Ratings Visit Website D&B Connect Realize the true potential of your first-party data. D&B Connect is a customizable, self-service master data management solution built to scale. Eliminate data silos across the organization and bring all your data together using the D&B Connect family of products. 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About DataHUB+ is a next generation data historian, for real-time monitoring of assets and systems across an entire network. Built in analytics and data visualization tools allow for rapid insights so you have a clear overview of what is happening in your plant, facility or city at all times. Equipment agnostic ensures that data can be integrated from any IoT device, sensor or piece of equipment. Data is stored securely and reliably, eliminating duplicated data throughout the organization, with DataHUB+ becoming the source of truth. DataHub+ doesn’t rely on expensive IT infrastructure like traditional process data historians. DataHUB+ automatically checks the data quality as it is ingested, alerting teams if there are problems with the data quality. The automatic pre-processing of data, means it is ready for data analytics and AI, eliminating data wrangling. Teams can produce reports, get alerts and easily track KPIs using DataHUB+. Let your data power your future.	About Get better performance from your time-series data with the dataPARC Historian, an enterprise-grade solution designed to elevate industrial data operations to new heights. The dataPARC Historian simplifies complex data sharing, ensuring seamless collaboration across departments with enhanced security and performance. Its compatibility with external AI, ML, and cloud applications via an open architecture increases adaptability and strategic insights. Experience rapid data access, enriched manufacturing intelligence, and a platform that grows with your business needs. dataPARC historian is the smart choice for enterprises aiming for the forefront of operational excellence. The dataPARC historian is more than a data historian; it's a gateway to unlocking greater flexibility and efficiency in leveraging your time-series data. It's crafted for those who demand reliability, speed, and intuitive use, making every data interaction impactful.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Asset managers, Operations, Asset Engineers, Production teams, Smart Cities, Facilities, Utilities, Mining, Oil and Gas	Audience Manufacturing plants
Support Phone Support Supported 24/7 Live Support Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Competitive pricing structure based on number of tags. Includes unlimited users and data analytics Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 4.5 / 5 features 5.0 / 5 design 5.0 / 5 support 4.5 / 5 Read all reviews
	Pros & Cons from Real Users Pros Ease of use, stability, the platform offers the best HMI experience of all other products in the industry. Quick, easily accessible, and visually clear data presentation. Easy enough to use that operators often already have trends built and tags pulled when troubleshooting before I ever get to the control room. Alarming and reporting functionality is very useful, other historian packages seem to require separate software packages to handle the alarm/reporting side of things, it is nice to have it all in one package. I really like the parc calc server option, it is a great way to handle complex data manipulation in real time and allows us to take large amounts of data and refine it down to be more presentable for KPI sheets and daily scorecards. I like the speed for data retrieval as well as the ability to historize calculated tags. I also like the PARCdata interface that allows me to craft SQL queries for data retrieval. I've also been successful with a proof-of-concept using python OPC to retrieve historical data from their UA server. With the technical matching or superiority compared to competitors, the significantly lower price makes the decision obvious. Cons It’s challenging to pull MDE tags and sort by grade Biggest struggle has been integrating the software into a network with changing IT security practices. The data collectors live on the process network and operators are accessing it from a business network there is a bit of management that must take place to ensure connectivity while also maintaining security. This would be an issue with any historian system, but because of the depth of deployment, the number of functions we rely on dataPARC for, and the amount of data we pass between the networks, any change in permissions or restrictions on the network can limit operability of the software suite. With other data historian systems since their functionality is more constrained, network issues don't reach as far. Really, the only aspect of the historian that I struggle with is the security console. It allows me to achieve what I need regarding security, but the learning curve was unexpected steep for me.
Training Documentation Supported Webinars Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information VROC Founded: 2016 Australia vroc.ai/products/datahub/	Company Information dataPARC Founded: 1997 United States www.dataparc.com
Alternatives DataHub	Alternatives DataHUB+ VROC
Alibaba Cloud DataHub Alibaba Cloud	Canary Historian Canary
ETL DataHub ETL	FactoryTalk Historian Rockwell Automation
NeoXam DataHub NeoXam	Proficy Historian GE Vernova
WESL DATAHUB Whiteland Engineering Software View All	AVEVA Historian AVEVA View All
Categories Data Historians Supported	Categories Data Analysis Supported Data Historians Supported Data Visualization Supported Industrial Automation Supported Industrial IoT Supported IoT Analytics Supported Manufacturing Supported OEE Supported Root Cause Analysis Supported

Integrations AVEVA PI System Supported Ignition SCADA Supported AVEVA Historian Supported AWS Amplify Supported App Orchid Not Supported Aspen HYSYS Supported Azure Industrial IoT Supported Braincube Not Supported Canary Historian Supported DCS Supported Microsoft Entra ID Supported Ndustrial Contxt Not Supported PI Vision Not Supported PreCognize Not Supported Proficy Smart Factory MES Not Supported SIMATIC SCADA Supported Seeq Not Supported TrendMiner Not Supported Uptake Not Supported Visual KPI Not Supported Show More Integrations View All 12 Integrations	Integrations AVEVA PI System Supported Ignition SCADA Supported AVEVA Historian Not Supported AWS Amplify Not Supported App Orchid Supported Aspen HYSYS Not Supported Azure Industrial IoT Not Supported Braincube Supported Canary Historian Not Supported DCS Not Supported Microsoft Entra ID Not Supported Ndustrial Contxt Supported PI Vision Supported PreCognize Supported Proficy Smart Factory MES Supported SIMATIC SCADA Not Supported Seeq Supported TrendMiner Supported Uptake Supported Visual KPI Supported Show More Integrations View All 15 Integrations
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