Alternatives to Proficy Historian
Compare Proficy Historian alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Proficy Historian in 2026. Compare features, ratings, user reviews, pricing, and more from Proficy Historian competitors and alternatives in order to make an informed decision for your business.
-
1
RaimaDB
Raima
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. -
2
VTScada
Trihedral
VTScada is award-winning software that provides a refreshingly intuitive platform for creating highly-customized industrial monitoring and control applications that end users can trust and use with ease. A wide variety of industries around the world use VTScada for mission-critical applications of every size. VTScada is unique in that all its core SCADA components are developed in-house and are installed out-of-the-box. No need to cobble together basic functionality using custom code and third-party components like alarm dialers, Historians, and application version control. Built-in is better.Starting Price: $3,295 one-time fee -
3
PINpoint V5 MES
PINpoint Information Systems
When you work with PINpoint, you’re getting the power behind 25 years of focus on manufacturing excellence. As a recognized leader in the Manufacturing Execution System (MES) category, we give customers the ability to optimize efficiency and quality, and deliver a positive return on their investments. MES is all we do. PINpoint V5 MES is a completely ‘out of the box’ configurable solution that can be deployed quickly, allowing you to realize results early. PINpoint gives you complete visibility and allows you to control all aspects of your plant floor. Our revolutionary and proprietary 5 Bucket model tracks every second of time for every station, product, process and operator on the line! It allows you to see the Hidden Factory so you can drive improvements to Quality and Efficiency.Starting Price: 3500 -
4
Ignition SCADA
Inductive Automation
Ignition SCADA by Inductive Automation® combines an unlimited licensing model, with instant web-based deployment, and the industry-leading toolset for supervisory control and data acquisition (SCADA) — all on one open and scalable universal platform. Ignition is The New SCADA because it solves all the major pain points of old SCADA . Ignition empowers your business to easily control your processes, and track, display, and analyze all your data, without limits. Ignition SCADA software comes standard with a comprehensive set of data acquisition tools which includes built-in OPC UA to connect to practically any PLC, and the ability to seamlessly connect to any SQL database. Ignition can also turn any SQL database into a high-performance industrial historian and connects to IIoT devices through MQTT.Starting Price: $1620 one-time fee -
5
FactoryTalk Historian
Rockwell Automation
It is time to retire the warn-out clip boards and tedious transcription of critical plant performance data. FactoryTalk® Historian software captures operational process data from multiple sources at lightning speed. You gain a supreme level of supervisory control, performance monitoring and quality assurance with robust FactoryTalk Historian software that can scale from machine to enterprise. Reliably recording time-series records at this pace would be impossible, even for your most caffeinated plant-floor record keeper. FactoryTalk Historian dashboards take that work off your hands. Plus, the added confidence in forecasting trends with reliable data will generate new level of productivity. With FactoryTalk Historian Site Edition (SE), data across your plant and enterprise can’t hide. Redundancy and high availability ensures continuous access to key plant data. -
6
dataPARC Historian
dataPARC
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. -
7
Canary Historian
Canary
The beauty of the Canary Historian is that the same solution works as well on site as it does for the entire enterprise. You can log data locally, while sending it to your enterprise historian simultaneously. Best of all, as you grow, so does the solution. A single Canary Historian can log more than two million tags, and multiple Canary Historians can be clustered to handle tens of millions of tags. Enterprise historian solutions can be hosted in your own data centers or in AWS and Azure. And, unlike other enterprise historian solutions, Canary Historians don't require specialized teams of ten and more to maintain them. The Canary Historian is a NoSQL time series database that uses loss-less compression algorithms to provide you the best of both worlds, high-speed performance without requiring data interpolation!Starting Price: $9,970 one-time payment -
8
X-Force Historian
SSM InfoTech Solutions
X-Force Historian is used to capturing and store high-fidelity industrial big data, to unlock trapped potential for operational improvements. Historian’s ability to handle millions of tags provides plenty of capability to collect and store your vital process data. Monitor a single process or an entire facility. Store data locally and aggregate at the enterprise level, fulfilling the most demanding analysis and reporting requirements. Historians preserve everything from short-term diagnostics to long-term records needed to support regulatory requirements. X-Force Historian is a high-performance time series data historian which is scalable up to 1 Lakh tags with performance up to 30k samples/seconds. It is a high-performance process historian, capable of storing huge volumes of data generated from today’s industrial plants. It enables faster, more informed decisions while keeping everyone informed on operational performance. -
9
AVEVA Historian
AVEVA
AVEVA Historian simplifies the most demanding data reporting and analysis requirements. Historian can be deployed to monitor a single process or an entire facility, storing data locally and aggregating data at the corporate level. Eliminating multiple versions of plant operating data in this way increases productivity, reduces errors, and lowers operating costs. Unlike conventional relational databases that are not well-suited to production environments, Historian handles time-series data, as well as alarm and event data. Unique “history block” technology captures plant data hundreds of times faster than a standard database system and utilizes a fraction of the conventional storage space. Historian will maintain the data integrity needed for the most demanding requirements. AVEVA Historian manages low bandwidth data communications, late-coming information, and even data from systems with mismatched system clocks. Ensuring high-resolution data is captured accurately every time. -
10
Hyper Historian
Iconics
ICONICS’ Hyper Historian™ is an advanced 64-bit high-speed, reliable, and robust historian. Designed for the most mission-critical applications, Hyper Historian's advanced high compression algorithm delivers unparalleled performance with very efficient use of resources. Hyper Historian integrates with our ISA-95-compliant asset database and the latest big data technologies, including Azure SQL, Microsoft Data Lakes, Kafka, and Hadoop. This makes Hyper Historian the most efficient and secure real-time plant historian for any Microsoft operating system. Hyper Historian includes a module for automatic or manual insertion of data, empowering users to import historical or log data from databases, other historians, or intermittently connected field devices and equipment. This also provides for greatly increased reliability in capturing all data, even when network disruptions occur. Leverage rapid collection for enterprise-wide storage. -
11
Zenith Technologies Data Historian
Cognizant
Zenith Technologies Data Historian team specializes in delivering Data Historian systems that collect, store, analyze, and visualize information from a diversity of plant floor and business sources to enable our clients to have real-time manufacturing intelligence solutions. Our manufacturing intelligence consultants provide data services using the OSIsoft PI Data Historian, the industry-leading process historian and specialize in high-end skills such as data integration, warehousing, and visualization. Services range from System Configuration and Installation to the creation of reports and data visualizations. Our engineers have many years of experience setting up and maintaining Plant Historian packages that enable our clients to drive behavior change, improve management decision making and demonstrate compliance. Our team consists of experts who have executed numerous historian implementations within the pharma/GxP environment. -
12
Dewesoft Historian
DEWESoft
Historian is a database software service for long-term and permanent monitoring. It provides storage in an InfluxDB time-series database for long-term and permanent monitoring applications. Monitor your vibration, temperature, inclination, strain, pressure, and other data with a self-hosted or fully cloud-managed service. Standard OPC UA protocol is supported for data access and integration into our DewesoftX data acquisition software or SCADAs, ERPs, or any other OPC UA clients. Data is stored in a state-of-the-art open-source InfluxDB database. InfluxDB is an open-source time-series database developed by InfluxData. It is written in Go and optimized for fast, high-availability storage and retrieval of time series data in fields such as operations monitoring, application metrics, Internet of Things sensor data, and real-time analytics. Historian service can either be installed locally on the measurement unit, or your local intranet, or we can provide a fully cloud-managed service. -
13
Factry Historian
Factry
Factry Historian is the world’s go-to open platform to collect, integrate, and visualise industrial process data. By empowering people and teams with data-driven insights, it drives continuous improvement and innovation. Factry’s software integrates real-time data from any source across multiple sites, offering a comprehensive view of operations. It blends seamlessly into your existing setup, making data analysis frictionless, visual, and engaging. Whether it is through customisable dashboards, a built-in event module, or integration with other tools, Factry Historian delivers the insights you need to reduce downtime, cut costs, and radically enhance your plant’s performance. Key features: -Automated data collection & analysis -Real-time operational insights -Customisable dashboards -Advanced root-cause analysis -Cross-site performance comparison -Scalable data management -Integrate AI & ML applications -Event detection & analysis -Legacy & Modern protocol support -
14
DataHUB+
VROC
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. -
15
TrendMiner
TrendMiner
TrendMiner is a fast, powerful and intuitive advanced industrial analytics platform designed for real-time monitoring and troubleshooting of industrial processes. It provides robust data collection, analysis, and visualization enabling everyone in industrial operations for making smarter data-driven decisions efficiently to accelerate innovation, optimization, and sustainable growth. TrendMiner, a Proemion company, is founded in 2008 with our global headquarters located in Belgium, and offices in the U.S., Germany, Spain and the Netherlands. TrendMiner has strategic partnerships with all major players such as Amazon, Microsoft, SAP, GE Digital, Siemens and Aveva, and offers standard integrations with a wide range of historians such as OSIsoft PI, Yokogawa Exaquantum, AspenTech IP.21, Honeywell PHD, GE Proficy Historian and Wonderware InSQL. -
16
Information is a key asset in business today. To achieve sustainable competitive advantage, utilities must be able to adapt quickly to change. Reduced time to decision and action is critical to improving quality and productivity. The timely collection, transformation, and distribution of reliable information is a significant issue. Easy and flexible data access is essential for all operational and business decisions. All users, including operators, managers, engineers, and maintenance supervisors, have unique requirements and viewing preferences for information. S+ Operations’ integrated information management capability provides support at every organizational level to improve efficiency and profitability. S+ Operations enables the viewing of real-time data and historical information simultaneously in one display. Fully redundant design and flexible architecture to accommodate customer needs. Most powerful historian server that incorporates process.
-
17
Fernhill SCADA
Fernhill Software
Fernhill SCADA is a scalable SCADA offer based on a client server architecture. Supports multiple clients and redundant architectures. Easy to use and setup. Drivers for common PLCs: Allen Bradley, Mitsubishi Melsec, Omron, Siemens S7 & more. Open protocol drivers for: BACnet, DNP3, Modbus. Supports open data access interfaces including OPC UA, OPC Classic, ODBC, MQTT & more. Built-in historian and trending. Configured using a single Integrated Development Environment (IDE). The runtime works across multiple platforms including Windows, Linux, macOS, Android and iOS. Free runtime - deploy any number of SCADA systems with one low cost developer license.Starting Price: Free runtime -
18
eLynx Technologies
eLynx Technologies
Operators with an existing SCADA system use the eLynx Data Historian service to provide their users with mobile app access, meaningful data visualizations, and modern data analysis and integration capabilities. Extract, transform and load (ETL) existing system data automatically using the eLynx data snapshot client. Send SCADA data via MQTT to the eLynx Azure IoT Hub. Bidirectional capability is supported by some SCADA systems allowing users to send commands back to the in-house SCADA system via MQTT. Customize what users are able to see and do within the application. Have role-based security for field operators, office personnel, and third party users. Allow users to create their own views, trends, and reports. Users can share their configurations with other users or keep them private. Make it easy for users to always go straight to the data they need by letting them set their own home page, favorites, and default views. -
19
TimescaleDB
Tiger Data
TimescaleDB is the leading time-series database built on PostgreSQL, designed to handle massive volumes of real-time data efficiently. It enables organizations to store, analyze, and query time-series data — such as IoT sensor data, financial transactions, or event logs — using standard SQL. With hypertables, TimescaleDB automatically partitions data by time and ID for fast ingestion and predictable query performance. Its compression engine reduces storage costs by up to 95%, while continuous aggregates make real-time dashboards instantly responsive. Fully compatible with PostgreSQL, it integrates seamlessly with existing tools and applications. TimescaleDB combines the simplicity of Postgres with the scalability and speed of a specialized analytical system. -
20
Tiger Data
Tiger Data
Tiger Data is the creator of TimescaleDB, the world’s leading PostgreSQL-based time-series and analytics database. It provides a modern data platform purpose-built for developers, devices, and AI agents. Designed to extend PostgreSQL beyond traditional limits, Tiger Data offers built-in primitives for time-series data, search, materialization, and scale. With features like auto-partitioning, hybrid storage, and compression, it helps teams query billions of rows in milliseconds while cutting infrastructure costs. Tiger Cloud delivers these capabilities as a fully managed, elastic environment with enterprise-grade security and compliance. Trusted by innovators like Cloudflare, Toyota, Polymarket, and Hugging Face, Tiger Data powers real-time analytics, observability, and intelligent automation across industries.Starting Price: $30 per month -
21
Seeq
Seeq Corporation
Seeq is the first application dedicated to process data analytics. Search your data, add context, cleanse, model, find patterns, establish boundaries, monitor assets, collaborate in real time, and interact with time series data like never before. Whatever your process historian or operational data system of record – the OSIsoft® PI System®, Honeywell's Uniformance® PHD, Emerson DeltaV and Ovation, Inductive Automation's Ignition, AspenTech IP.21, Wonderware, GE Proficy or any other – Seeq can connect and get you working in minutes. In the current hype around predictive analytics, machine learning, and data science, what’s missing are solutions to the real challenges to an analytics-driven organization. Tapping the expertise of your current employees. Support for collaboration and knowledge capture to foster sharing and reuse of analytics efforts. And the ability to rapidly distribute insights to the people who need them to quickly improve outcomes.Starting Price: $1000.00/year/user -
22
X-Force Energy Management
SSM InfoTech Solutions
X-Force is the Brand Name for the Software solution range developed by SSM InfoTech. The main aim of X-Force is to digitize the ongoing manual processes, reduce paper works and help industry take a step forward for Industry 4.0. With flexible X-Force development environment we fulfills the need of our industrial clients with personalized solution development and Easy interface to use the solution with self-selected options of accessibility. X-Force Historian System is a high-performance time series data historian based on latest MSSQL core scalable up to 1lacs tags with performance of 30k samples/second. XHS provides centralized data collection from various sources and provides process screens, trends and analytic dashboard and reporting. -
23
Apache Druid
Druid
Apache Druid is an open source distributed data store. Druid’s core design combines ideas from data warehouses, timeseries databases, and search systems to create a high performance real-time analytics database for a broad range of use cases. Druid merges key characteristics of each of the 3 systems into its ingestion layer, storage format, querying layer, and core architecture. Druid stores and compresses each column individually, and only needs to read the ones needed for a particular query, which supports fast scans, rankings, and groupBys. Druid creates inverted indexes for string values for fast search and filter. Out-of-the-box connectors for Apache Kafka, HDFS, AWS S3, stream processors, and more. Druid intelligently partitions data based on time and time-based queries are significantly faster than traditional databases. Scale up or down by just adding or removing servers, and Druid automatically rebalances. Fault-tolerant architecture routes around server failures. -
24
IBM Informix
IBM
IBM Informix® is a fast and flexible database with the ability to seamlessly integrate SQL, NoSQL/JSON, and time series and spatial data. Its versatility and ease of use make Informix a preferred solution for a wide range of environments, from enterprise data warehouses to individual application development. Also, with its small footprint and self-managing capabilities, Informix is well suited for embedded data-management solutions. IoT data demands robust processing and integration capabilities. Informix offers a hybrid database system with minimal administrative requirements and memory footprint combined with powerful functionality. Key features make Informix ideal for multi-tiered architectures that require processing at the device level, at gateway layers and in the cloud. Native encryption to protect data at rest and in motion. Support for flexible schema, multiple APIs and configurations. -
25
DataPortia
Atorcom
DataPortia is an advanced on-premises industrial data acquisition and reporting software with built-in AI analytics. It connects to automation systems via OPC UA protocol (Siemens, ABB, Valmet, Beckhoff, Schneider, Honeywell, Rockwell), collects 2000+ measurement points per second, and stores time-series data in PostgreSQL/TimescaleDB. Key features: - Real-time dashboards with gauges, charts, bar charts, and tables - Interactive trend views with ECharts visualization and drag-to-zoom - Comprehensive reporting with CSV and PDF export - Automated report scheduling (daily, weekly, monthly, custom) - AI-powered data analysis with local Ollama LLM (anomalies, forecasts, cost optimization, reports) — no cloud dependency - OPC UA Alarms & Conditions management with analytics and export - OPC UA history read from server historian - Calculation circuits (cumulative and non-cumulative formulas) - Tag transfer, copy and merge between connections - TimescaleDB time-series databaseStarting Price: 4000€/one-time -
26
CrateDB
CrateDB
The enterprise database for time series, documents, and vectors. Store any type of data and combine the simplicity of SQL with the scalability of NoSQL. CrateDB is an open source distributed database running queries in milliseconds, whatever the complexity, volume and velocity of data. -
27
j5 Work Instructions
Hexagon PPM
Work instructions are issued at all levels and areas of industrial operations. Traditional work management tools – including paper and spreadsheets – are not interfaced to other software, such as Data Historians and the CMMS. This results in dual capture and information silos, and increases organizational risk and inefficiencies. j5 Work Instructions allows operations teams to plan, record, manage, view and complete any task consistently and efficiently with a web browser and mobile devices. Implement an intuitive digital platform to plan and manage operational tasks. Ensure consistent formatting, structure and content entry. Eliminate paper, spreadsheets, scattered databases and disconnected applications. Reduce employee workload and simplify the scheduling, monitoring and completion of tasks. Interface j5 Work Instructions to other industrial software, such as the CMMS and data historians. Manage tasks related to data across all j5 applications. -
28
Machbase
Machbase
Machbase, a time-series database that stores and analyzes a lot of sensor data from various facilities in real time, is the only DBMS solution that can process and analyze big data at high speed. Experience the amazing speed of Machbase! It is the most innovative product that enables real-time processing, storage, and analysis of sensor data. High speed sensor data storage and inquiry for sensor data by embedding DBMS in an Edge devices. Best data storage and extraction performance by DBMS running in a single server. Configuring Multi-node cluster with the advantages of availability and scalability. Total management solution of Edge computing for device, connectivity and data. -
29
FrameworX
Tatsoft
Tatsoft's FrameworX is a complete SCADA and IIoT platform for edge-to-enterprise industrial applications. It unifies operations, data, and AI under one scalable, .NET-based architecture. FrameworX includes AI Designer, built on the Model Context Protocol (MCP). Through 18 specialized MCP tools, AI works directly inside the Designer IDE in real time, configuring tags, alarms, historian, devices, displays, and scripts in one session. Engineers report 2x to 10x faster configuration. Works natively with Claude, GitHub Copilot, Cursor, and any MCP-compatible model. The platform includes real-time data modeling, historian, alarms, reports, audit trails, scripting in C#, VB.NET, JavaScript, and Python, plus 100+ native drivers for PLCs, DCS, OPC, and MQTT. Deploy anywhere with zero client installs and full web, mobile, and desktop access. Every module included from day one. Proven in 5,000+ global deployments across mission-critical industries.Starting Price: $750 -
30
kdb Insights
KX
kdb Insights is a cloud-native, high-performance analytics platform designed for real-time analysis of both streaming and historical data. It enables intelligent decision-making regardless of data volume or velocity, offering unmatched price and performance, and delivering analytics up to 100 times faster at 10% of the cost compared to other solutions. The platform supports interactive data visualization through real-time dashboards, facilitating instantaneous insights and decision-making. It also integrates machine learning models to predict, cluster, detect patterns, and score structured data, enhancing AI capabilities on time-series datasets. With supreme scalability, kdb Insights handles extensive real-time and historical data, proven at volumes of up to 110 terabytes per day. Its quick setup and simple data intake accelerate time-to-value, while native support for q, SQL, and Python, along with compatibility with other languages via RESTful APIs. -
31
CitectHMI
Schneider Electric
CitectHMI software is designed for the special needs of OEMs. Machinery, plant and equipment manufacturers who require a flexible, easy-to-use operator interface solution. Manufacturers of PC-based data acquisition systems that need expanded functionality (displays, trending, alarming and historians) in their product offering. Key features of the world's largest SCADA system, plus the field-tested reliability of the most reliable monitoring and control package on the market. Language switching for multilingual displays is usable anywhere in the world. OLE automation for automatic generation of custom graphics. Operator Panel Builders that require a flexible, branded customizable software interface to differentiate their hardware offerings. -
32
Exaquantum PIMS
Yokogawa
Exaquantum is one of the most comprehensive Plant Information Management Systems (PIMS) available for process industries. Exaquantum can acquire data from all facets of a process and transform that data into easily usable, high-value, widely distributed information. Exaquantum R3.30 supports gathering alarm and event information from UACS (Unified Alarms and Conditions Server) that was released in CENTUM VP R6.07.10 as a new component. Exaquantum is Yokogawa’s plant historian suite that provides a central database from which information can be extracted and presented to users throughout the organisation, enabling them to achieve safe, reliable and optimal plant operations. Exaquantum turns data into actionable information, enabling the smooth running and optimization of process operations. Event-triggered processing of data into business information. -
33
kdb+
KX Systems
A high-performance cross-platform historical time-series columnar database featuring: - An in-memory compute engine - A real-time streaming processor - An expressive query and programming language called q kdb+ powers kdb Insights portfolio and KDB.AI, together delivering time-oriented data insights and generative AI capabilities to the world’s leading enterprise organizations. Independently benchmarked* as the fastest in-memory, columnar analytics database available, kdb+ delivers unmatched value to businesses operating in the toughest data environments. kdb+ improves decision-making processes to help navigate rapidly changing data landscapes. -
34
FactoryTalk Transaction Manager
Rockwell Automation
Manage your manufacturing processes by integrating the critical data from your shop-floor with enterprise IT and other manufacturing applications. Think of the power. FactoryTalk® Transaction Manager can take an industrial transaction and tightly link it to multiple systems so they act as one. This helps you establish an end-to-end link, giving you reliability to support enterprise-wide integration. In many cases, FactoryTalk Transaction Manager is used in data logging situations where production data from the control system needs to be saved in a database. Different from a historian application, this software provides a two-way exchange of data between applications, like between a database and a control system for downloading production work orders for example. FactoryTalk Transaction Manager offers new levels of integration and visibility into many of these critical data transactions. -
35
OpenTSDB
OpenTSDB
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. -
36
ArcadeDB
ArcadeDB
ArcadeDB is an open-source, next-generation multi-model database. Forget Polyglot Persistence — store graphs, documents, key-value pairs, search engine indexes, vectors, and time-series data all in one database with native support for every model. No translation layers, no performance penalties. Process over 10 million records per second. Traversal speed stays constant whether your database has hundreds or billions of records. Query in the language you prefer: SQL, Cypher, Gremlin, GraphQL, MongoDB API, or Java. Deploy ArcadeDB embedded in your JVM application, on a standalone server, or distributed across multiple nodes with Raft Consensus for high availability. Fully ACID-compliant. Super lightweight. Apache 2.0 licensed — free for production and commercial use.Starting Price: Free -
37
QuestDB
QuestDB
QuestDB is a relational column-oriented database designed for time series and event data. It uses SQL with extensions for time series to assist with real-time analytics. These pages cover core concepts of QuestDB, including setup steps, usage guides, and reference documentation for syntax, APIs and configuration. This section describes the architecture of QuestDB, how it stores and queries data, and introduces features and capabilities unique to the system. Designated timestamp is a core feature that enables time-oriented language capabilities and partitioning. Symbol type makes storing and retrieving repetitive strings efficient. Storage model describes how QuestDB stores records and partitions within tables. Indexes can be used for faster read access on specific columns. Partitions can be used for significant performance benefits on calculations and queries. SQL extensions allow performant time series analysis with a concise syntax. -
38
Amazon FinSpace
Amazon
Amazon FinSpace simplifies running kdb Insights applications on AWS. Amazon FinSpace automates the undifferentiated tasks required to provision, integrate, and secure infrastructure for kdb Insights. In addition, Amazon FinSpace provides easy-to-use APIs so customers can configure and run new kdb Insights applications in just a few minutes. Amazon FinSpace gives customers the flexibility required to move existing kdb Insights applications to AWS and get the benefits of the cloud while eliminating the complex and costly work of self-managing the infrastructure. KX's kdb Insights is a high-performance analytics engine that is optimized for the analysis of real-time and multi-petabyte historical time-series data. Kdb Insights is commonly used by Capital Markets customers to power business-critical workloads, such as options pricing, transaction cost analysis, and backtesting. Eliminate the work to integrate more than 15 AWS services to deploy kdb. -
39
ThinkIQ
ThinkIQ
ThinkIQ’s innovative use of vision technology and AI reveals blind spots like no one else. ThinkIQ’s intuitive Semantic Model and Material Ledger allow raw supplier data to be standardized, contextualized, and actually useful, from component-to-delivery. ThinkIQ’s NextGen Historian tracks data over time. With AI analysis, this reveals hidden patterns that provide even more useful insights. ThinkIQ’s 5-step process allows nearly any manufacturer to travel the route to Industry 4.0 Smart Manufacturing, with gains at every stage. ThinkIQ has a proven record with global brands and is leading the establishment of Smart Manufacturing standards. Its platform leads to increased productivity, sustainability, and safety for manufacturers. -
40
Quality AnalytiX
Iconics
Quality AnalytiX® enables operators, quality personnel, manufacturing engineers, and management to view quality SPC data and other production parameters impacting product quality. Users can apply any of the extensive set of built-in SPC calculations to any process variable and integrate SPC data into expressions and logic to drive corrective actions based on process trends. Quality AnalytiX leverages ICONICS Hyper Historian™ technology for data collection and calculations. The architecture supports large enterprise-wide SPC quality programs as well as applications requiring rapid sample rates. Spot trends and make decisions based on real-time SPC data with Quality AnalytiX. Reduce scrap and increase production yields using built-in charts, graphs, and alarm views. Powerful workflow technology initiates control actions based on quality conditions or alarm violations, providing changes to process equipment such as PLCs, temperature controllers, and DCS systems. -
41
ITTIA DB
ITTIA
The ITTIA DB product family combines the best of time series, real-time data streaming, and analytics for embedded systems to reduce development time and costs. ITTIA DB IoT is a small-footprint embedded database for real-time resource-constrained 32-bit microcontrollers (MCUs), and ITTIA DB SQL is a high-performance time-series embedded database for single or multicore microprocessors (MPUs). Both ITTIA DB products enable devices to monitor, process, and store real-time data. ITTIA DB products are also built for the automotive industry Electronic Control Units (ECUs). ITTIA DB data security protocols offer data protection against malicious access with encryption, authentication, and DB SEAL. ITTIA SDL is conformant to the principles of IEC/ISO 62443. Embed ITTIA DB to collect, process, and enrich incoming real-time data streams in a purpose-built SDK for edge devices. Search, filter, join, and aggregate at the edge. -
42
Factory Harmonizer
SimAnalytics
SimAnalytics' Factory Harmonizer is an industrial analytics platform that blends real-time production data with automated machine learning to deliver actionable insights that help operators and engineers improve efficiency, stability, quality, and sustainability across continuous and batch manufacturing processes. It simplifies complex production data by visually presenting root causes of disturbances and opportunities for optimization, offering real-time monitoring, customizable dashboards, and intuitive web-based interfaces that reduce time spent on data interpretation. It seamlessly integrates with distributed control systems, historian databases, laboratory and quality management systems, and includes modules like FH Cycle for batch process control, FH Harmony for holistic production stability analysis, and FH Soft Sensors for real-time estimation of difficult or costly-to-measure variables, enabling proactive adjustments and reduced waste. -
43
Azure Time Series Insights
Microsoft
Azure Time Series Insights Gen2 is an open and scalable end-to-end IoT analytics service featuring best-in-class user experiences and rich APIs to integrate its powerful capabilities into your existing workflow or application. You can use it to collect, process, store, query and visualize data at Internet of Things (IoT) scale--data that's highly contextualized and optimized for time series. Azure Time Series Insights Gen2 is designed for ad hoc data exploration and operational analysis allowing you to uncover hidden trends, spotting anomalies, and conduct root-cause analysis. It's an open and flexible offering that meets the broad needs of industrial IoT deployments.Starting Price: $36.208 per unit per month -
44
Timeline Software
HistoryTimeline
Timeline Software is a powerful interactive time line to explore your favorite history topics. Navigate timespans as large as the Geological Time Scale and the History of the Universe. Travel from the origin of the universe, starting billions of years ago, to the present and to the far future. Zoom in to see events during Prehistory, Ancient, Medieval and Modern History. Timeline Software also works as a microscope. Learn about Science and Technology topics while watching how ultra-fast events develop in less than a millisecond, such as a lightning strike. Timeline Software is a must have visual software for historians and everybody else.Starting Price: $24,5/year -
45
ZeusDB
ZeusDB
ZeusDB is a next-generation, high-performance data platform designed to handle the demands of modern analytics, machine learning, real-time insights, and hybrid data workloads. It supports vector, structured, and time-series data in one unified engine, allowing recommendation systems, semantic search, retrieval-augmented generation pipelines, live dashboards, and ML model serving to operate from a single store. The platform delivers ultra-low latency querying and real-time analytics, eliminating the need for separate databases or caching layers. Developers and data engineers can extend functionality with Rust or Python logic, deploy on-premises, hybrid, or cloud, and operate under GitOps/CI-CD patterns with observability built in. With built-in vector indexing (e.g., HNSW), metadata filtering, and powerful query semantics, ZeusDB enables similarity search, hybrid retrieval, filtering, and rapid application iteration. -
46
ioTORQ EMIS
Panevo
Leverage real-time data, flexible dashboards, and AI-driven analytics to engage stakeholders, avoid losses, mitigate risk, and maximize utility performance gains with ioTORQ energy management information system. Collect data from a wide range of locations, systems & formats, including FTP(s), HTTP(s), process historians, IIoT devices, and third-party websites. Establish KPIs, generate intelligent targets, determine savings, and perform benchmarking across assets, departments, and facilities. Our advanced analytics module utilizes machine learning algorithms to enable asset optimization and optimize cost savings. Set targets and receive real-time notifications to ensure optimal asset, area, and departmental performance. Build system models, map on meter data, and visualize performance with our intuitive schematic builder component. -
47
Flow Software
Flow Software
Collect and collate information from multiple data sources automatically. Flow understands industrial data Historians, SQL Databases, online data stores, IoT, even Excel and text files. Flow embraces manual data entry with configurable input forms. The Flow Information Platform maintains a single version of the truth for your data mining, analytics and decision making. Using the powerful Flow Calculation Engine, create calculated KPI measures from the collected and manually entered data. Perform "roll up" calculations, moving window calculations, future dated predictive calculations, etc. Add context to your KPIs by relating them to production events (e.g. batch, shift team, product changeover, etc.). Evaluate your KPIs against targets or limits and flag areas of concern for further analysis. The Flow Information Platform prepares information for operational and strategic decision support. Using reports and dashboards.Starting Price: $350.00/month -
48
Blueflood
Blueflood
Blueflood is a high throughput, low latency, multi-tenant distributed metric processing system behind Rackspace Metrics, which is currently used in production by the Rackspace Monitoring team and Rackspace public cloud team to store metrics generated by their systems. In addition to Rackspace metrics, other large scale deployments of Blueflood can be found at community Wiki. Data from Blueflood can be used to construct dashboards, generate reports, graphs or for any other use involving time-series data. It focuses on near-realtime data, with data that is queryable mere milliseconds after ingestion. You send metrics to the ingestion service. You query your metrics from the Query service. And in the background, rollups are batch-processed offline so that queries for large time-periods are returned quickly. -
49
I2M
DataBot Software Intelligence S/A
The I2M Platform (an acronym for Intelligence to Manufacturing) is an enterprise-grade Smart Manufacturing software for control, management and optimization of industrial plants. Developed by a Brazilian high-tech company - DataBot Software Intelligence S/A - and based on almost 30 years of know-how in the industrial software field, it's framework is a structured, holistic approach to extract actionable insights from process data to achieve business value. I2M Platform belongs to the new generation of Manufacturing Operation Management, integrating in the same tool Advanced Analytics with Artificial Intelligence and Machine Learning, Industrial IoT Layer, Cyber Security, MES (Manufacturing Execution System), Process Historian, KPI & OEE Management and Production Traceability & Tracking. From data acquisition to intelligence layer feedback, it creates an end-to-end real-time loop with a cascade of algorithms that powers the predictive engine. -
50
Athenta DCeye
Athenta
Athenta's Data Center Infrastructure Management (DCIM) solution, known as DCEYE, provides a consolidated view of both IT and facility infrastructure within a data center. It enables data center managers to proactively enhance efficiency and productivity by offering critical reports on inventory management, computational power utilization, rack power allocation, air conditioning requirements, and Power Usage Effectiveness (PUE) maintenance. DCEYE features include power usage monitoring with an electrical Single Line Diagram (SLD) for a comprehensive understanding of the data center's electrical network, overall CPU, memory, and I/O information, virtual environment management, network and storage management essentials, provisioning and de-provisioning of equipment on/off the data center racks, simulation tools for estimating power usage and PUE, and a historian for security measure verification.
