Alternatives to Simba

Compare Simba alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Simba in 2026. Compare features, ratings, user reviews, pricing, and more from Simba competitors and alternatives in order to make an informed decision for your business.

  • 1
    Minitab Connect
    The best insights are based on the most complete, most accurate, and most timely data. Minitab Connect empowers data users from across the enterprise with self-serve tools to transform diverse data into a governed network of data pipelines, feed analytics initiatives and foster organization-wide collaboration. Users can effortlessly blend and explore data from databases, cloud and on-premise apps, unstructured data, spreadsheets, and more. Flexible, automated workflows accelerate every step of the data integration process, while powerful data preparation and visualization tools help yield transformative insights. Flexible, intuitive data integration tools let users connect and blend data from a variety of internal and external sources, like data warehouses, data lakes, IoT devices, SaaS applications, cloud storage, spreadsheets, and email.
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    SAP Integration Suite
    SAP Integration Suite is an integration platform as a service (iPaaS) that allows you to seamlessly integrate on-premise and cloud-based applications and processes with tools and prebuilt content managed by SAP. Leverage tools and prebuilt content to address the full range of integration challenges, including integration flows, connections to third-party solutions, and API management. Connect and customize experiences across the enterprise. Accelerate innovation by starting with integration. Empower practitioners beyond central IT. Integration platform as a service (iPaaS) delivers a cloud service for application, data, process, and service-oriented architecture (SOA) integration scenarios. It is a multitenant platform that supports cloud-to-cloud, cloud-to-on-premise, on-premise-to-on-premise, and B2B integration. It supports real-time integration and scales to meet the high-volume demands of mobile and electronic data interchange environments.
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    OpenAccess SDK

    OpenAccess SDK

    Progress Software

    Build standards-based connectivity (ODBC, JDBC, ADO.NET) for underlying data that is compatible with the most popular analytical and data integration tools. Personally identifiable information that shouldn’t be seen by all users can be hidden or exposed only on a need-to-know basis. OpenAccess SDK is a tool developer can use to handle 99% of the code required to produce a standards-based driver with SQL support. OpenAccess SDK lets you quickly create a standards-based, ASNI-SQL compliant ODBC, JDBC, or ADO.NET driver for your unique requirements without the domain expertise and heavy lift of full code development. Quickly generate a custom driver using our prebuilt addons or develop directly against SDK interfaces. Provides the fastest way to make your application compatible with data-centric tools, such as BI and analytics, ETL, and more. Enables implementation of a single interface for data access from all standards-based APIs.
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    CData Drivers

    CData Drivers

    CData Software

    CData Software is a leading provider of data access and connectivity solutions, specializing in the development of drivers and data access technologies for real-time access to online or on-premise applications, databases and Web APIs. CData Drivers are universally accessible, providing access to data through established data standards and application platforms such as: - ODBC - JDBC - ADO.NET - OData - SSIS - BizTalk - Excel CData provides drivers for 130+ data sources and counting, including analytics & BI platforms, CRM, ERP, data warehouse & database tools and popular finance, accounting and marketing SaaS tools. CData Drivers enable you to: - Connect BI, Reporting & ETL Tools to 130+ Data Sources - Save 1000s of Development Hours — It's Already Done For You - Use SQL, instead of complex coding, to access and use your data CData Drivers are trusted worldwide and backed by the highest quality support, with dedicated support options available.
    Starting Price: $399/Year
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    Xactly Connect
    Xactly Connect integrates seamlessly with the existing technology stack of any enterprise. Connect easily to any CRM, ERP, HCM, payroll, or other systems to establish a single source of truth for all SPM activities. Xactly Connect’s query and ETL syntax is based on ANSI SQL, a common, standards-based language familiar to IT teams, reducing the time required to learn the platform. Xactly’s web-based UI for the Xactly Connect Data Integration Platform gives both developers and compensation administrators a visual view and control of data integration routines built within the platform. Increase business efficiencies by automating and streamlining data flows across the entire Xactly portfolio. Extract results and seamlessly integrate with all downstream systems, such as payroll, data warehouses and CRM. Includes built-in connectors with Salesforce, NetSuite, and Microsoft.
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    Devart ODBC Drivers
    Reliable and simple to use data connectors for ODBC data sources. Compatible with multiple third-party tools. Devart ODBC Drivers are high-performance connectivity solutions with enterprise-level features for accessing most popular database management systems and cloud services from ODBC-compliant reporting, analytics, BI, and ETL tools on 32-bit and 64-bit Windows, macOS, and Linux. Our ODBC drivers fully support standard ODBC API functions and data types to enable easy access to live data from anywhere. The drivers provide direct access to your databases and cloud accounts, which eliminates the need for the database client libraries, simplifies the deployment process, and extends your application capabilities. We offer you optimal data access by means of ODBC and native database client libraries. However, you can avoid using client libraries, since our ODBC drivers are able to connect via the native protocol directly without using client software at all.
    Starting Price: $99.95 one-time payment
  • 7
    Dr. DeeBee
    Need to connect your proprietary database to the world's most popular database tools, such as Access, Visual Basic, PowerBuilder, or Crystal Reports? It's easy with the Dr. DeeBee® ODBC Driver Kit! The Dr. DeeBee ODBC Driver Kit allows you to create ODBC database drivers quickly and easily. This ODBC tool allows you to ODBC enable your database, adding database connectivity to any proprietary database without needing to learn all the intricacies of ODBC. The Dr. DeeBee ODBC Driver Kit contains the complete source code for a fully functional ODBC driver that you can modify and distribute royalty-free. All you have to do is implement calls like OpenTable, NextRecord, GetData, and PutData, then recompile the driver. It's that simple! The Network Edition contains the complete source code for a fully functional "network enabled", full featured, Level 2 (most), ODBC 3.0 driver that you can modify and distribute royalty-free.
    Starting Price: $9000
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    Syniti Data Connectivity
    Optimize access to your IBM Db2 data with high-performance connectivity products for application access to data on IBM Db2 databases. Our standards-based ADO.NET, ODBC, ADO and JDBC connectors enable your applications to easily share data to and from IBM Db2 databases, providing fast and reliable access to Db2 servers running on IBM i/iSeries/AS400, zOS/OS390, VSE/VM, AIX, Solaris, HP/UX, Windows and Linux platforms. AAdd security to your application by encrypting data using one of our security solutions. Efficient use of native IBM operating systems. Built with 20+ years of IBM Db2 expertise. A solution to meet the needs of every environment, ODBC, .NET, JDBC, OLE DB. Setup and toolbox for easy installation and use. Performance .NET data providers for IBM® Db2® with reliable access to Db2 data for third-party commercial applications and custom applications.
  • 9
    Progress DataDirect

    Progress DataDirect

    Progress Software

    Empowering applications with enterprise data is our passion here at Progress DataDirect. We offer cloud and on-premises data connectivity solutions across relational, NoSQL, Big Data, and SaaS data sources. Performance, reliability, and security are at the heart of everything we design for thousands of enterprises and the leading vendors in analytics, BI, and data management. Minimize your development costs with our portfolio of high-value connectors for a variety of data sources. Enjoy 24/7 world-class support and security for greater peace of mind. Connect with affordable, easy-to-use, and time-saving drivers for faster SQL access to your data. As a leader in data connectivity, keeping up with the evolving trends in space is our mission. But if we haven’t built the connector you need yet, reach out and we’ll help you develop the right solution. Embed connectivity in an application or service.
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    ThinkSQL

    ThinkSQL

    ThinkSQL

    ThinkSQL is a powerful, cross-platform relational database management system designed for modern operating systems and hardware. It aims to comply fully with the ISO SQL standard to provide an open and flexible SQL server for your applications. Compliance with the SQL standard means it supports transactions, sub-selects, views, set operators (union, except, intersect), access privileges and comprehensive referential constraints to ensure the integrity of your data. ThinkSQL uses a multi-versioning engine to provide consistent views of data and concurrent access to rows without locking. The server also has stored procedures and functions (using the standard syntax), and has support for large multimedia objects. It's easy to install, runs on Windows ® and Linux ®, and has native ODBC, JDBC™, dbExpress™ and Python drivers so your applications can connect directly from any platform.
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    Apache Derby
    Apache Derby, an Apache DB subproject, is an open source relational database implemented entirely in Java and available under the Apache License, Version 2.0. Derby has a small footprint - about 3.5 megabytes for the base engine and embedded JDBC driver. Derby provides an embedded JDBC driver that lets you embed Derby in any Java-based solution. Derby also supports the more familiar client/server mode with the Derby Network Client JDBC driver and Derby Network Server.
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    Invantive Bridge
    Invantive Bridge is an SDK that enables your applications and databases to connect using the same technical features as offered by the range of Invantive products. Invantive Bridge provides cloud connectivity as well as an advanced SQL engine and drivers. With Invantive Bridge you can offer your customers your applications and data from the cloud and even offer a custom ODBC driver for it. The use of the cloud connectivity options of Invantive Bridge allows you to use a wealth of connection options to combine applications, processes and data across the cloud into one connected solution. The advanced SQL engine within the SDK enables your solutions to offer an easy reporting and analysis environment independent of and in addition to the connectivity protocols already available.
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    Microsoft Power Query
    Power Query is the easiest way to connect, extract, transform and load data from a wide range of sources. Power Query is a data transformation and data preparation engine. Power Query comes with a graphical interface for getting data from sources and a Power Query Editor for applying transformations. Because the engine is available in many products and services, the destination where the data will be stored depends on where Power Query was used. Using Power Query, you can perform the extract, transform, and load (ETL) processing of data. Microsoft’s Data Connectivity and Data Preparation technology that lets you seamlessly access data stored in hundreds of sources and reshape it to fit your needs—all with an easy to use, engaging, no-code experience. Power Query supports hundreds of data sources with built-in connectors, generic interfaces (such as REST APIs, ODBC, OLE, DB and OData) and the Power Query SDK to build your own connectors.
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    Apache Ignite

    Apache Ignite

    Apache Ignite

    Use Ignite as a traditional SQL database by leveraging JDBC drivers, ODBC drivers, or the native SQL APIs that are available for Java, C#, C++, Python, and other programming languages. Seamlessly join, group, aggregate, and order your distributed in-memory and on-disk data. Accelerate your existing applications by 100x using Ignite as an in-memory cache or in-memory data grid that is deployed over one or more external databases. Think of a cache that you can query with SQL, transact, and compute on. Build modern applications that support transactional and analytical workloads by using Ignite as a database that scales beyond the available memory capacity. Ignite allocates memory for your hot data and goes to disk whenever applications query cold records. Execute kilobyte-size custom code over petabytes of data. Turn your Ignite database into a distributed supercomputer for low-latency calculations, complex analytics, and machine learning.
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    Visage RIS

    Visage RIS

    Pro Medicus

    Visage RIS is a comprehensive, enterprise-class radiology information system designed to propel imaging organizations into the future. It leverages modern, open-source, standards-based technology, including RESTful web services, stateless URL connectivity, an integrated workflow engine, a powerful rules engine, a PostgreSQL database, and CalDAV scheduling. The system encompasses essential capabilities such as patient registration, billing (e.g., private, DVA, TAC, HIC online, bulk-billing, etc.), scheduling, typing, HL7 integration, financial reporting, PACS integration, digital dictation, and voice recognition integration. Visage RIS is built to be flexible, utilizing an open-source workflow engine that allows organizations to customize workflows to their specific needs and adapt as those needs evolve over time without major software disruption. Its powerful rules engine enables the creation of dynamic, user-specific reporting worklists tailored to explicit requirements.
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    Denodo

    Denodo

    Denodo Technologies

    The core technology to enable modern data integration and data management solutions. Quickly connect disparate structured and unstructured sources. Catalog your entire data ecosystem. Data stays in the sources and it is accessed on demand, with no need to create another copy. Build data models that suit the needs of the consumer, even across multiple sources. Hide the complexity of your back-end technologies from the end users. The virtual model can be secured and consumed using standard SQL and other formats like REST, SOAP and OData. Easy access to all types of data. Full data integration and data modeling capabilities. Active Data Catalog and self-service capabilities for data & metadata discovery and data preparation. Full data security and data governance capabilities. Fast intelligent execution of data queries. Real-time data delivery in any format. Ability to create data marketplaces. Decoupling of business applications from data systems to facilitate data-driven strategies.
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    CData Power BI Connectors
    Your business depends on real-time data from your backend systems to deliver actionable insights and drive growth. The CData Power BI Connectors are the missing link in your data value chain. The CData Power BI Connectors offer the fastest & easiest way to connect Power BI to 250+ enterprise data sources, so you can finally leverage Power BI for truly universal data analysis. Easily connect Microsoft Power BI with live accounting, CRM, ERP, marketing automation, on-premise, and cloud data for real-time visual analysis and reporting. Power BI connectors are available for many popular data sources, including: - Microsoft Dynamics CRM - MongoDB - NetSuite - QuickBooks - Sage Intacct - Salesforce - SAP - Sharepoint - Snowflake - And 200+ More! The CData Connectors offer superior query speed and performance through connectivity features like DirectQuery and QueryPushdown.
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    Interlok

    Interlok

    Adaptris

    Expose and consume API’s to legacy applications through simple configuration. Capture and feed big data repositories without development through real-time data exchange. Simplified change control of the cloud integration landscape through simple and single configuration. A common business challenge across organizations of all size is that of integrating disparate systems and data. The integration challenge can be found in multiple areas whether it is on-premise (between applications), in the cloud and between the cloud. The Adaptris Interlok™ Integration Framework is an event-based framework designed to enable architects to rapidly connect different applications, communications standards and data standards to deliver an integrated solution. Seamless connection to hundreds of applications, data standards and communications protocols. Ability to cache data to reduce latency of repeated calls to slow or remote back end systems.
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    CData Python Connectors
    CData Python Connectors simplify the way that Python users connect to SaaS, Big Data, NoSQL, and relational data sources. Our Python Connectors offer simple Python database interfaces (DB-API), making it easy to connect with popular tooling like Jupyter Notebook, SQLAlchemy, pandas, Dash, Apache Airflow, petl, and more. CData Python Connectors create a SQL wrapper around APIs and data protocols, simplifying data access from within Python and enabling Python users to easily connect more than 150 SaaS, Big Data, NoSQL, and relational data sources with advanced Python processing. The CData Python Connectors fill a critical gap in Python tooling by providing consistent connectivity with data-centric interfaces to hundreds of different SaaS/Cloud, NoSQL, and Big Data sources. Download a 30-day free trial or learn more at: https://www.cdata.com/python/
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    Precog

    Precog

    Precog

    Precog is a cutting-edge data integration and transformation platform designed to empower businesses to effortlessly access, prepare, and analyze data from any source. With its no-code interface and powerful automation, Precog simplifies the process of connecting to diverse data sources, transforming raw data into actionable insights without requiring technical expertise. It supports seamless integration with popular analytics tools, enabling users to make data-driven decisions faster. By eliminating complexity and offering unparalleled flexibility, Precog helps organizations unlock the full potential of their data, streamlining workflows and driving innovation across teams and industries.
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    IBM IoT Connected Vehicle Insights
    IBM IoT Connected Vehicle Insights is connected car software that integrates real-time data about drivers, vehicles and the environment to optimize the in-car experience. The dedicated cloud service streams data from vehicle sensors and uses analytics and AI to understand driver behavior. It links with other information systems in the cloud, such as weather and traffic, to add context and situational awareness. Connect drivers, vehicles and the surrounding environment in real time to optimize the in-car experience. With this integrated information, connected vehicles can diagnose safety risks or quality issues and take immediate action. For example, connecting to real-time weather and traffic conditions can improve the effectiveness of a vehicle’s collision avoidance system. The dedicated SaaS platform also provides advanced navigation features, such as destination prediction, based on specific driver patterns.
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    CData Connect

    CData Connect

    CData Software

    CData Connect Your organization depends on real-time business and operational data to deliver actionable insights and drive growth. CData Connect is the missing link in your data value chain. CData Connect enables direct connectivity from any application that supports standard database connectivity, including popular cloud BI and ETL applications, such as: - Amazon Glue - Amazon QuickSight - Domo - Google Apps Script - Google Cloud Data Flow - Google Cloud Data Studio - Looker - Microsoft Power Apps - Microsoft Power Query - MicroStrategy Cloud - Qlik Sense Cloud - SAP Analytics Cloud - SAS Cloud - SAS Viya - Tableau Online ... and many more! CData Connect acts like a data gateway, translating SQL, and securely proxying API requests.
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    Actian DataConnect
    Actian DataConnect is a versatile hybrid integration solution that empowers anyone to integrate anything, anywhere, anytime. DataConnect enables quick and easy design, deployment, and management across on-premise, cloud, and/or hybrid environments. With its emphasis on reuse, adaptability and self -service integration, DataConnect enables rapid onboarding and delivers rapid time to value. Actian’s patented UniversalConnect™ technology is a flexible, intelligent agent framework allows you to connect to virtually any data source, format, location, using any protocol. Intuitive and codeless user interface allows anyone to design, configure and manage, repair integrations in real-time. UniversalConnect™ patented technology enables you to quickly connect to virtually any data source, format, location, protocol, any cloud or SaaS application. Allows you to deploy your integrations anywhere you want -on-premise, in the cloud, in hybrid environment , VPC, BYOL or embedded in SaaS applications.
    Starting Price: $15,000 per year
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    Dataddo

    Dataddo

    Dataddo

    Dataddo is a fully-managed, no-code data integration platform that connects cloud-based applications and dashboarding tools, data warehouses, and data lakes. It offers 3 main products: - Data to Dashboards: Send data from apps to dashboarding tools for insights in record time. A free version is available for this product! - Data Anywhere: Send data from apps to warehouses and dashboards, between warehouses, and from warehouses into apps. - Headless Data Integration: Build your own data product on top of the unified Dataddo API. The company’s engineers manage all API changes, proactively monitor and fix pipelines, and build new connectors free of charge in around 10 business days. From first login to complete, automated pipelines, get your data flowing from sources to destinations in just a few clicks.
    Starting Price: $35/source/month
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    WinSQL

    WinSQL

    Synametrics Technologies

    WinSQL is a powerful universal database management tool that is used by 90 percent of Fortune 500 companies and more than a million programmers and DBAs around the globe. WinSQL is a generic querying tool that connects to any relational database (RDBMS) for which an Open Database Connectivity (ODBC) driver is available, virtually all RDBMS on the market today. Connect to a variety of databases, including: heavy duty vendors Oracle, MS SQL Server, DB2, Sybase, Informix to lightweight backends like MS Access, DBase, and Text File. Generate royalty-free executables that can be used by your business users to run queries. These can be either static or dynamic queries that pull fresh data from the back-end. Export or simply open any query results into MS Excel with just a click of your mouse. You can even import an existing Excel spreadsheet to a database table by simply dragging an *.XSL file in the catalog tree.
    Starting Price: $99.00/year/user
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    Apache Hive

    Apache Hive

    Apache Software Foundation

    The Apache Hive data warehouse software facilitates reading, writing, and managing large datasets residing in distributed storage using SQL. Structure can be projected onto data already in storage. A command line tool and JDBC driver are provided to connect users to Hive. Apache Hive is an open source project run by volunteers at the Apache Software Foundation. Previously it was a subproject of Apache® Hadoop®, but has now graduated to become a top-level project of its own. We encourage you to learn about the project and contribute your expertise. Traditional SQL queries must be implemented in the MapReduce Java API to execute SQL applications and queries over distributed data. Hive provides the necessary SQL abstraction to integrate SQL-like queries (HiveQL) into the underlying Java without the need to implement queries in the low-level Java API.
  • 27
    Widevine

    Widevine

    Google

    Widevine enables secure premium content protection utilizing free-to-use, standards-based solutions for OTT and CAS services. Widevine supports the use of standards-based royalty-free solutions for encryption, adaptive streaming, transport and player software without licensing fees or required participation in the CWIP training program. Widevine supports the use of standards-based royalty-free solutions for encryption, adaptive streaming, transport and player software without licensing fees or required participation in the CWIP training program. Widevine supports the largest number of devices on the broadest number of chipsets and is currently available on 5 billion mobile, desktop, set top box and living room devices.
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    Informatica Cloud Data Integration
    Ingest data with high-performance ETL, mass ingestion, or change data capture. Integrate data on any cloud, with ETL, ELT, Spark, or with a fully managed serverless option. Integrate any application, whether it’s on-premises or SaaS. Process petabytes of data up to 72x faster within your cloud ecosystem. See how you can use Informatica’s Cloud Data Integration to quickly start building high-performance data pipelines to meet any data integration need. Efficiently ingest databases, files, and streaming data for real-time data replication and streaming analytics. Integrate apps & data in real time with intelligent business processes that span cloud & on-premises sources. Easily integrate message- and event-based systems, queues, and topics with support for top tools. Connect to a wide range of applications (and any API) and integrate in real-time with APIs, messaging, and pub/sub support—no coding required.
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    Empress RDBMS

    Empress RDBMS

    Empress Software

    Empress Embedded Database engine is the heartbeat of EMPRESS RDBMS, a relational database management system specializing in embedded database technology – from car navigation systems to mission critical military command and control, from Internet routers to complex medical systems, EMPRESS beats steadily, 24/7 at the core of embedded systems applications everywhere. Empress kernel level mr API is a unique feature of Empress that gives users access to the Embedded Database kernel libraries. This Empress API provides the fastest means of accessing Empress databases. MR Routines give the developer maximum control over time and space in developing real-time embedded database applications. Empress ODBC and JDBC APIs applications to access Empress databases in both standalone and client/server mode. Empress ODBC and JDBC APIs enable many 3rd party ODBC and JDBC capable software packages to access a local Empress database or via Empress Connectivity Server.
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    Advanced Driver Updater

    Advanced Driver Updater

    Systweak Software

    With thousands of Drivers in the database, Advanced Driver Updater is the first choice for users when they want to install or update drivers. The right driver makes a huge difference in the performance of your games. With 4K video and high FPS gaming, updated drivers are needed for your device hardware. PC performance depends on hardware and components. With Advanced Driver updater, your computer stays optimized for faster speed. Certain hardware errors are due to faulty, missing or outdated drivers. Advanced Driver Updater can resolve these errors without taking your PC for repairs, saving time and money for you. Enjoy a great performance by updating graphics drivers using this NVIDIA driver updater. Channel loss and missing frequencies can be rectified by installing missing drivers. Bad prints or printer connection issues can be sorted with updated drivers.
    Starting Price: $39.17 per year
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    Axibase Time Series Database
    Parallel query engine with time- and symbol-indexed data access. Extended SQL syntax with advanced filtering and aggregations. Consolidate quotes, trades, snapshots, and reference data in one place. Strategy backtesting on high-frequency data. Quantitative and market microstructure research. Granular transaction cost analysis and rollup reporting. Market surveillance and anomaly detection. Non-transparent ETF/ETN decomposition. FAST, SBE, and proprietary protocols. Plain text protocol. Consolidated and direct feeds. Built-in latency monitoring tools. End-of-day archives. ETL from institutional and retail financial data platforms. Parallel SQL engine with syntax extensions. Advanced filtering by trading session, auction stage, index composition. Optimized aggregates for OHLCV and VWAP calculations. Interactive SQL console with auto-completion. API endpoint for programmatic integration. Scheduled SQL reporting with email, file, and web delivery. JDBC and ODBC drivers.
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    Knowi

    Knowi

    Knowi

    Business Intelligence, AI & NLP for anyone to make data-driven decisions. Knowi instantly transforms any data into insights and data driven actions. No ETL. No ODBC drivers. You just connect your datasources and start building queries. Simple as that. Create blended datasets by joining data from NoSQL, SQL, REST-API, and even file-based sources in a matter of minutes. Click. Done. We've combined the power of AI and natural language queries to deliver a new self-service BI experience that makes it easier for anyone to find and expose new insights. Today's data is big and messy and located all over the place. To analyze modern data, you need an business intelligence solution that can instantly connect to any data, structured or unstructured, without the hassle and expense of moving or transforming it. Knowi is the only full stack analytics platform that natively integrates to all the popular NoSQL data stores, as well as relational and Cloud APIs sources.
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    Driver Genius

    Driver Genius

    Driver Genius

    Update your drivers with one click to make your system run more stable and smoothly. You can restore all drivers with one click after reinstalling Windows. Double insurance: System restore point + Driver rollback. You can roll back to the previous driver at any time. Clean up invalid driver packages to free up disk space. Query the hardware information and working status of your computer. Real-time monitoring hardware temperature and voltage. If you replace hardware, the previous hardware data will remain in the system. Get the network back to work immediately after you change operating system. The offline driver update tool helps you quickly install the driver and restore your network connection if your computer is unable to connect to the Internet.
    Starting Price: $29.95 per 3 PCs per year
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    Cloudera DataFlow
    Cloudera DataFlow for the Public Cloud (CDF-PC) is a cloud-native universal data distribution service powered by Apache NiFi ​​that lets developers connect to any data source anywhere with any structure, process it, and deliver to any destination. CDF-PC offers a flow-based low-code development paradigm that aligns best with how developers design, develop, and test data distribution pipelines. With over 400+ connectors and processors across the ecosystem of hybrid cloud services—including data lakes, lakehouses, cloud warehouses, and on-premises sources—CDF-PC provides indiscriminate data distribution. These data distribution flows can then be version-controlled into a catalog where operators can self-serve deployments to different runtimes.
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    Reify

    Reify

    Reify

    Reify is a low-code development platform that combines visual design with traditional coding for rapid, enterprise-grade application delivery. Its Hybrid Development model lets developers design applications in the cloud while integrating directly with IDE-based projects, maintaining a smooth transition between low-code and full-code development. Reify generates 100% declarative, standards-based code with no proprietary lock-in, fully editable in both environments. Applications are responsive, deployable on any device, and can connect to internal or external data sources. Built on the SmartClient platform, Reify inherits proven enterprise features like advanced data binding, adaptive layouts, and a modular architecture - giving teams the speed of low-code development with the flexibility and control of professional software engineering.
    Starting Price: $425 per month
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    ContentMesh

    ContentMesh

    ContentMesh

    ContentMesh is a powerful no-code ETL and data transformation platform designed specifically for digital publishers, e-commerce businesses, and content managers. It simplifies the process of connecting, transforming, and syncing data between popular web content management systems (CMS) and e-commerce platforms such as Shopify, Magento, WordPress, and Contentful. With its user-friendly interface, ContentMesh allows non-technical users to automate bulk updates, schedule jobs, and integrate data from sources like Google Sheets, HubSpot, and REST APIs. The platform also offers secure credential management and flexible scheduling via CRON, making it an ideal solution for agencies and content-centric businesses looking to streamline their data workflows.
    Starting Price: $29/month
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    Tweakstreet

    Tweakstreet

    Twineworks

    Automate your Data Science. Create data automation workflows. Design on your desktop — run anywhere. A tool for modern data integration. Tweakstreet is a tool you run on your computers. It is not a service. You are always in complete control of your data. Design using a desktop app and run anywhere: your desktop, data center, or cloud servers. Connect to anything. Tweakstreet has connectors for many common data sources such as file formats, databases, and online services. We're regularly adding new connectors to new releases. File formats. Out of the box support for common data exchange formats such as: CSV, XML, and JSON files. SQL databases. You can work with popular SQL databases like Postgres, MariaDB, SQL Server, Oracle, MySQL, or DB2. In addition Tweakstreet offers generic support for any database that has JDBC drivers. Web APIs Tweakstreet supports HTTP interfaces such as REST-style APIs. First class support for OAuth 2.0 authentication enables access to popular APIs
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    ORBexpress

    ORBexpress

    Objective Interface Systems

    The ORBexpress® product family is OIS's high-performance implementation of CORBA technology. By using a standards-based solution, you can build applications that are highly portable and interoperable. Using a commercially supported ORB means your developers can focus on application development, not system code. ORBexpress provides a standards-based alternative to in-house, proprietary communication protocols while adding minimal overhead and footprint to your applications. It enables software developers to simplify the development of distributed software applications, build scalable, efficient and robust applications, and reduce overall development time, meeting time-to-market requirements. Optimized for use in the real-time, embedded, and high-performance development environment, the ORBexpress product family combines performance with extreme reliability.
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    Byteline

    Byteline

    Byteline

    Byteline is a no-code platform designed to streamline data synchronization, workflow automation, and web scraping for businesses and developers. It enables users to connect various applications, ensuring real-time data alignment through 2-way, 1-way, and historical syncs. The platform supports integration with popular tools such as Salesforce, Mailchimp, Google Calendar, and Slack, allowing for the automation of repetitive tasks using predefined rules and triggers. Byteline also offers managed web scraping services, eliminating the need for scripts or extensions; users simply specify their requirements, and Byteline handles the setup, delivering the data when ready. The platform provides a 14-day free trial with no credit card required, allowing potential users to explore its capabilities before committing. Its user-friendly interface and comprehensive features make it suitable for those looking to automate workflows and maintain consistent data across multiple platforms.
    Starting Price: $49 per month
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    Microsoft Fabric
    Reshape how everyone accesses, manages, and acts on data and insights by connecting every data source and analytics service together—on a single, AI-powered platform. All your data. All your teams. All in one place. Establish an open and lake-centric hub that helps data engineers connect and curate data from different sources—eliminating sprawl and creating custom views for everyone. Accelerate analysis by developing AI models on a single foundation without data movement—reducing the time data scientists need to deliver value. Innovate faster by helping every person in your organization act on insights from within Microsoft 365 apps, such as Microsoft Excel and Microsoft Teams. Responsibly connect people and data using an open and scalable solution that gives data stewards additional control with built-in security, governance, and compliance.
    Starting Price: $156.334/month/2CU
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    GeoSpock

    GeoSpock

    GeoSpock

    GeoSpock enables data fusion for the connected world with GeoSpock DB – the space-time analytics database. GeoSpock DB is a unique, cloud-native database optimised for querying for real-world use cases, able to fuse multiple sources of Internet of Things (IoT) data together to unlock its full value, whilst simultaneously reducing complexity and cost. GeoSpock DB enables efficient storage, data fusion, and rapid programmatic access to data, and allows you to run ANSI SQL queries and connect to analytics tools via JDBC/ODBC connectors. Users are able to perform analysis and share insights using familiar toolsets, with support for common BI tools (such as Tableau™, Amazon QuickSight™, and Microsoft Power BI™), and Data Science and Machine Learning environments (including Python Notebooks and Apache Spark). The database can also be integrated with internal applications and web services – with compatibility for open-source and visualisation libraries such as Kepler and Cesium.js.
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    HPE Edgeline

    HPE Edgeline

    Hewlett Packard Enterprise

    Converged OT and enterprise-class IT in a single, ruggedized system that implements data center-level compute and management technology at the Edge. The Edge is everywhere—a factory floor, an oil rig, or a coffee house. By moving to a distributed converged edge computing model with HPE Edgeline Converged Edge systems, customers can expect to gain real-time, local decision-making to support immediate action and achieve autonomous operations, even with unreliable connectivity or lack of it. World-class security and compliance is maintained at all times. HPE Edgeline systems integrate key open standards-based OT data acquisition and control technologies directly into the enterprise IT system responsible for running the analytics, delivering fast, simple, and secure convergence between the necessary OT hardware and software components.
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    CarPal

    CarPal

    CarPal Enterprise Incorporated

    CarPal App is a user-friendly mobile application that provides real-time insights into vehicle health, performance, and driving behavior, enhancing the overall driving experience and safety. CarPal Connect enables advanced vehicle connectivity, offering remote diagnostics, predictive maintenance, and data-driven insights for optimized fleet management and maintenance. FleetPal is a comprehensive fleet management platform that empowers businesses with real-time tracking, driver behavior monitoring, and maintenance scheduling, improving fleet efficiency, reducing costs, and enhancing overall performance. InsurPal utilizes vehicle data and driver behavior analytics to provide personalized insurance solutions, enabling insurance providers to accurately assess risks, tailor coverage, and incentivize safe driving. FixPal is an online marketplace connecting drivers with trusted repair shops and services, offering convenience, transparency, and quality service for all automotive repair needs.
    Starting Price: $12 user/month
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    Diffusion

    Diffusion

    DiffusionData

    Diffusion is a pioneer in real-time data streaming and messaging solutions. Founded to solve the real-time systems & application connectivity and data distribution challenges experienced by companies worldwide, the company has an international team of business and technology experts. The company’s flagship offering, the Diffusion data platform, makes it easy to consume, enrich, and deliver data reliably. Quickly capitalize on existing or new data sources. Purpose-built to simplify event-driven, real-time application development, Diffusion enables you to swiftly add new capabilities with minimal development costs. Accommodates any size, format, or velocity of data. Provides a flexible, hierarchical data model to organize incoming event-data in a multi-level topic tree structure. Easily scalable to millions of topics. Facilitates transformation of event data using low-code features of the platform. Enables subscription to event-data at a fine-grained level for hyper-personalization.
    Starting Price: $199 per month
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    CData Query Federation Drivers
    The Query Federation Drivers provide a universal data access layer that simplifies application development and data access. The drivers make it easy to query data across systems with SQL through a common driver interface. The Query Federation Drivers enable users to embed Logical Data Warehousing capabilities into any application or process. A Logical Data Warehouse is an architectural layer that enables access to multiple data sources on-demand, without relocating or transforming data in advance. Essentially the Query Federation Drivers give users simple, SQL-based access to all of your databases, data warehouses, and cloud applications through a single interface. Developers can pick multiple data processing systems and access all of them with a single SQL-based interface.
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    ClinOne

    ClinOne

    ClinOne

    ClinOne connects, informs, and empowers participants, care partners, and sites in clinical trials with a true single platform for trial awareness, consent management, and participant experience/retention, underpinned with comprehensive data insights tools and standards-based interoperability. The platform offers solutions such as Site Hub, a one-stop shop for sites to access necessary resources, including inclusion/exclusion criteria, site resources, systems landing page with single sign-on, and community features. The Connect module includes Sponsor & Monitor Hub, trial awareness, healthcare provider community, site selection, and diversity, equity, and inclusion data. The Inform module provides consent management, education, eConsent with eSignature, data insights and modeling, tele-visit capabilities, and community collaboration. The Empower module offers transportation management, medication adherence monitoring, care partner and caregiver portal, and more.
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    Alteryx

    Alteryx

    Alteryx

    Step into a new era of analytics with the Alteryx AI Platform. Empower your organization with automated data preparation, AI-powered analytics, and approachable machine learning — all with embedded governance and security. Welcome to the future of data-driven decisions for every user, every team, every step of the way. Empower your teams with an easy, intuitive user experience allowing everyone to create analytic solutions that improve productivity, efficiency, and the bottom line. Build an analytics culture with an end-to-end cloud analytics platform and transform data into insights with self-service data prep, machine learning, and AI-generated insights. Reduce risk and ensure your data is fully protected with the latest security standards and certifications. Connect to your data and applications with open API standards.
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    Litmus Edge
    Litmus Edge is a hardware‑agnostic industrial data platform deployed at the edge to connect to virtually any industrial asset. Using a large library of pre‑built drivers, it rapidly ingests data from PLCs, SCADA, MES, historians and sensors, then normalizes and contextualizes that data for analytics and control. The platform delivers real‑time KPIs and dashboards at the edge, supports running analytics and machine‑learning models close to the machines, and publishes ready‑to‑use data to cloud, big‑data and business applications. This gives manufacturers a scalable foundation for smart manufacturing and Industrial IoT programs. Designed for engineers modernizing OT systems: - 250+ drivers - MQTT/Kafka/REST ingestion - Data modeling + transformations - Edge ML/SLM runtime - Container support - Secure cloud connectors - Fleet management
    Starting Price: 15000/5k data points/site
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    LDAP

    LDAP

    LDAP

    ​LDAP is a comprehensive resource dedicated to the Lightweight Directory Access Protocol (LDAP), a mature, flexible, and well-supported standards-based mechanism for interacting with directory servers. Often utilized for authentication and storing information about users, groups, and applications, an LDAP directory server serves as a general-purpose data store applicable in various scenarios. Provides basic information about directory services and the LDAP protocol.​ Assists in finding the appropriate directory server, client API, or LDAP-based tools suitable for different environments.​ Offers links to various standards documents and reference guides for in-depth exploration of the protocol.​ Features posts related to directory services, including software release news, new standards documents, specifications, and how-to articles.​
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    IBM Watson IoT Platform
    A fully managed, cloud-hosted service with capabilities for device registration, connectivity, control, rapid visualization and data storage. From chip to app to cloud, take full advantage of cognitive Watson APIs, visual dashboards, rich developer resources and industry-leading security to accelerate enterprise IoT insight. Predictive real-time and edge analysis of user, machine and environmental data that leverages machine learning and cognitive APIs. Govern applications and devices within an IoT ecosystem: usage and performance patterns, anomaly detection, data and transaction validation. Connect IoT devices, networks and gateways through a growing ecosystem that uses open standards-based communications like MQTT and HTTPS. Identify, aggregate and transform data from your IoT sources into asset-based data structures. Use your IoT data to understand current conditions and trends, comprehend unstructured data from videos and images, and extract unstructured textual data for insights.