OpenTSDB vs. dataPARC Historian Comparison


OpenTSDB	dataPARC Historian dataPARC	+	+
Learn More Update Features	Learn More Update Features	Add To Compare	Add To Compare


		Related Products RaimaDB RaimaDB is an embedded time series database for IoT and Edge devices that can run in-memory. It is an extremely powerful, lightweight and secure RDBMS. Field tested by over 20 000 developers worldwide and has more than 25 000 000 deployments. RaimaDB is a high-performance, cross-platform embedded database designed for mission-critical applications, particularly in the Internet of Things (IoT) and edge computing markets. It offers a small footprint, making it suitable for resource-constrained environments, and supports both in-memory and persistent storage configurations. RaimaDB provides developers with multiple data modeling options, including traditional relational models and direct relationships through network model sets. It ensures data integrity with ACID-compliant transactions and supports various indexing methods such as B+Tree, Hash Table, R-Tree, and AVL-Tree. 12 Ratings Visit Website Yeastar P-Series PBX System Focusing on delivering "Easy-first Unified Communications", Yeastar P-Series Phone System offers companies of all sizes with a complete package for calls, video, messaging, and integrations, out of the box. With in-built visual call management, integrated video conferencing, advanced contact center features, and ready-made SMS, WhatsApp, Microsoft Teams, CRMs, and more platform integrations, P-Series boosts productivity at all levels and provides everything across desktop, mobile, and browser with simple user apps. Available in the Appliance, Software, and Cloud Editions, P-Series provides flexible deployment options, allowing you to have it sited on-premises or in the cloud. Balancing costs and future growth, it requires a lower total cost of ownership, less training, and fewer management efforts. The ease of use and future-proof adaptability are paramount. 116 Ratings Visit Website KrakenD KrakenD is a high-performance API Gateway optimized for resource efficiency, capable of managing 70,000 requests per second on a single instance. The stateless architecture allows for straightforward, linear scalability, eliminating the need for complex coordination or database maintenance. It supports various protocols and API specifications, with features like fine-grained access controls, data transformation, and caching. Unique to KrakenD is its ability to aggregate multiple API responses into one, streamlining client-side operations. Security-wise, KrakenD aligns with OWASP standards and doesn't store data, making compliance simpler. It offers a declarative configuration and integrates with third-party logging and metrics tools. With transparent pricing and an open-source option, KrakenD is a comprehensive API Gateway solution for organizations prioritizing performance and scalability. 71 Ratings Visit Website CompanyCam CompanyCam is a photo-based solution created for contractors, by contractors. Take unlimited photos—which are location and time-stamped, sent to the cloud, and stored securely. Every photo is organized by project and instantly available to your team, allowing you to see what’s going on anytime, anywhere. Annotate photos with drawings, arrows, comments, tags, and voice notes, and create project timelines, photo galleries, reports, and transformation photos through the app. Sharing photos with customers and insurance adjusters has never been easier, and keeping your entire process organized has never been simpler. If you ever need to share photos with partners or clients, the app boasts two incredibly useful features: (1) galleries, where you share a collection of photos, and (2) reports, where you share a series of photos and notes. You don't have to download, rename, or email the photos—you simply select and send. 5,585 Ratings Visit Website Grafana Cloud Grafana Labs delivers the leading AI-powered observability platform, built around Grafana—the world’s most widely adopted open source technology for dashboards and visualization. Recognized as a Leader in the 2026 Gartner® Magic Quadrant™ for Observability Platforms (3x) and furthest in Completeness of Vision (2025, 2026), Grafana Labs supports more than 25 million users and thousands of organizations, from startups to the Fortune 500. Grafana Cloud is the open observability cloud, built on open source, open standards, and open ecosystems. Powered by the LGTM stack—Grafana (visualization), Mimir (metrics), Loki (logs) & Tempo (traces)—it unifies telemetry in one platform for full-stack visibility across applications, infrastructure, and digital experiences. With the AI-powered Grafana Assistant and Adaptive Telemetry suite, teams detect and resolve issues faster, reduce wasteful telemetry spend, and gain real-time insights to ensure reliability. Native OTel support and 100s of integrations mean you can plug in existing tools & data sources. 860 Ratings Visit Website Okyline Okyline is an Executable Data Design (EDD) platform for declarative data validation contracts and measurable operational data quality. Instead of maintaining disconnected specifications, validators, tests, and quality dashboards, Okyline uses a single executable contract as the operational source of truth for validation and flow quality monitoring. 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 Gemini Enterprise Agent Platform Gemini Enterprise Agent Platform is a comprehensive solution from Google Cloud designed to help organizations build, scale, govern, and optimize AI agents. It represents the evolution of Vertex AI, combining advanced model development with new capabilities for agent orchestration and integration. The platform provides access to over 200 leading AI models, including Google’s Gemini series and third-party options like Anthropic’s Claude. It enables teams to create intelligent agents using both low-code and code-first development environments. With features like Agent Runtime and Memory Bank, businesses can deploy long-running agents that retain context and perform complex workflows. The platform emphasizes security and governance through tools like Agent Identity, Agent Registry, and Agent Gateway. It also includes optimization tools such as simulation, evaluation, and observability to ensure consistent agent performance. 999 Ratings Visit Website Source Defense Source Defense is a mission critical element of web security designed to protect data at the point of input. The Source Defense Platform provides a simple and effective solution for data security and data privacy compliance – addressing threats and risks originating from the increased use of JavaScript, third-party vendors, and open-source code in your web properties. The Platform provides options for securing your own code, as well as addressing a ubiquitous gap in the management of third-party digital supply chain risk – controlling the actions of the third-party, fourth and nth party JavaScript that powers your site experience. The Source Defense Platform protects against all forms of client-side security incidents – keylogging, formjacking, digital skimming, Magecart, etc. – by extending web security beyond the server to the client-side (the browser). 7 Ratings Visit Website DataHub DataHub Cloud is an event-driven AI & Data Context Platform that uses active metadata for real-time visibility across your entire data ecosystem. Unlike traditional data catalogs that provide outdated snapshots, DataHub Cloud instantly propagates changes, automatically enforces policies, and connects every data source across platforms with 100+ pre-built connectors. Built on an open source foundation with a thriving community of 13,000+ members, DataHub gives you unmatched flexibility to customize and extend without vendor lock-in. DataHub Cloud is a modern metadata platform with REST and GraphQL APIs that optimize performance for complex queries, essential for AI-ready data management and ML lifecycle support. 10 Ratings Visit Website Graylog Graylog is the AI-powered SIEM and log management platform built for security and IT operations. The platform centralizes and analyzes event data from across complex environments to help teams detect threats faster, investigate smarter, and control data costs—without compromise. Graylog combines scalable log management with explainable AI that summarizes dashboards, prioritizes real risks, and automates investigation workflows—while keeping analysts in control. With products including Graylog Security, Enterprise, API Security, and Open, Graylog serves more than 60,000 organizations across 180 countries. Headquartered in Houston with roots in open source, Graylog continues to redefine how modern teams achieve clarity, context, and control across their environments. 438 Ratings Visit Website
About OpenTSDB consists of a Time Series Daemon (TSD) as well as set of command line utilities. Interaction with OpenTSDB is primarily achieved by running one or more of the independent TSDs. There is no master, no shared state so you can run as many TSDs as required to handle any load you throw at it. Each TSD uses the open source database HBase or hosted Google Bigtable service to store and retrieve time-series data. The data schema is highly optimized for fast aggregations of similar time series to minimize storage space. Users of the TSD never need to access the underlying store directly. You can communicate with the TSD via a simple telnet-style protocol, an HTTP API or a simple built-in GUI. The first step in using OpenTSDB is to send time series data to the TSDs. A number of tools exist to pull data from various sources into OpenTSDB.	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 Not 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 Developers looking for a distributed and scalable time series database solution	Audience Manufacturing plants
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. 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 Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information OpenTSDB opentsdb.net/overview.html	Company Information dataPARC Founded: 1997 United States www.dataparc.com
Alternatives Prometheus	Alternatives DataHUB+ VROC
KairosDB	Canary Historian Canary
TimescaleDB Tiger Data	FactoryTalk Historian Rockwell Automation
ITTIA DB ITTIA	Proficy Historian GE Vernova
JaguarDB View All	AVEVA Historian AVEVA View All
Categories Time Series Databases 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 APERIO DataWise Supported AVEVA PI System Not Supported App Orchid Not Supported Braincube Not Supported Circonus IRONdb Supported FactoryTalk Optix Not Supported Google Cloud Bigtable Supported Ignition SCADA Not Supported InsightFinder Supported Ndustrial Contxt Not Supported PARCview Not Supported PI Vision Not Supported PreCognize Not Supported Proficy Smart Factory MES Not Supported RtDUET Not Supported Seeq Not Supported TrendMiner Not Supported Uptake Not Supported VictoriaMetrics Supported Visual KPI Not Supported Show More Integrations View All 5 Integrations	Integrations APERIO DataWise Not Supported AVEVA PI System Supported App Orchid Supported Braincube Supported Circonus IRONdb Not Supported FactoryTalk Optix Supported Google Cloud Bigtable Not Supported Ignition SCADA Supported InsightFinder Not Supported Ndustrial Contxt Supported PARCview Supported PI Vision Supported PreCognize Supported Proficy Smart Factory MES Supported RtDUET Supported Seeq Supported TrendMiner Supported Uptake Supported VictoriaMetrics Not Supported Visual KPI Supported Show More Integrations View All 15 Integrations
Claim OpenTSDB and update features and information Claim OpenTSDB and update features and information	Claim dataPARC Historian and update features and information Claim dataPARC Historian and update features and information