Page 21 | Best Data Management Software of 2026

CloudTDMS

Cloud Innovation Partners

CloudTDMS solution is a No-Code platform having all necessary functionalities required for Realistic Data Generation. CloudTDMS, your one stop for Test Data Management. Discover & Profile your Data, Define & Generate Test Data for all your team members : Architects, Developers, Testers, DevOPs, BAs, Data engineers, and more ... CloudTDMS automates the process of creating test data for non-production purposes such as development, testing, training, upgrading or profiling. While at the same time ensuring compliance to regulatory and organisational policies & standards. CloudTDMS involves manufacturing and provisioning data for multiple testing environments by Synthetic Test Data Generation as well as Data Discovery & Profiling. Benefit from CloudTDMS No-Code platform to define your data models and generate your synthetic data quickly in order to get faster return on your “Test Data Management” investments. CloudTDMS solves the following challenges : -Regulatory Compliance

Starting Price: Starter Plan : Always free

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OtterTune

Choosing from 100s of database tuning knobs is no problem for our AI. Let it do the work for you so you can have your life back. Monitor your database performance to gain insights and automatically adjust your configuration as workloads change. Built for today’s cloud databases, OtterTune doesn’t touch any user data, but fine-tunes your DBaaS operations behind the scenes. OtterTune is not just a fancy frontend to a few tools - but a revolutionary machine learning and machine training platform that makes the database backend run in the best possible scenario, now and in the future. OtterTune uses machine learning to actively tune your database. Simply select a target objective to optimize (e.g., throughput, latency, cost) and OtterTune automatically updates 100+ configuration settings to improve that target. Don't get surprised by outages or performance drops. OtterTune monitors your database and collects metrics about your workload.

Starting Price: $550/per month

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FastCube VCL

Fast Reports

It is not just a new generation of “Decision Cube” and much more than Pivot Grid control, it is a powerful high-speed standalone OLAP-cube engine! Integrate FastCube OLAP-library to your application, prepare data (or several data sets) that will be necessary for your end-users, and bring Business Intelligence directly into your application! Give freedom of report creation to your end-users – support them in getting reasonable decisions! FastCube VCL is a set of components for implementation in-memory data cube, OLAP operations, can be used for creating pivot table reports. It supports Delphi 7-XE8, C++Builder 2005-XE8, Embarcadero RAD Studio 10 - 11 and Lazarus. Your customers will no longer need Excel-tables for multi-dimensional data analysis and cross-tab reporting! FastCube components can be built into the interface of host applications. FastCube end users do not require high programming skills to build reports. FastCube is a set of OLAP Desktop components for Delphi.

Starting Price: $199.00/developer

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FastCube .NET

Fast Reports

FastCube enables you to analyze data and to build summary tables (data slices) as well as create a variety of reports and graphs both easily and instantly. It's a handy tool for the efficient analysis of data arrays. FastCube is a set of OLAP Desktop components. It supports .NET Framework 4, ASP .NET Core, Mono Framework. - FastCube components can be built into the interface of host applications. - FastCube end users do not require high programming skills to build reports. - Instant downloading and handling of data arrays. - Ready-made templates can be built for summary tables. It is possible to prohibit users from modifying the schema. - All FastCube's settings may be accessed both programmatically and by the end user. - FastCube's data can be saved in a compact format for data exchange and data storage. - Data and settings can be saved into desirable format, compatible with FastCube VCL. - Export to Excel, Word, HTML.

Starting Price: $199.00/developer

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FastCube FMX

Fast Reports

FastCube enables you to analyze data and to build summary tables (data slices) as well as create a variety of reports and graphs both easily and instantly. It's a handy tool for the efficient analysis of data arrays. FastCube FMX is a set of OLAP Desktop components. It supports Embarcadero Delphi XE4-XE7, C++Builder XE4-XE7, RAD Studio XE4, Embarcadero RAD Studio 10.3 Rio and higher. You can integrate it to applications for MS Windows and Apple Mac OS X. This components can be built into the interface of host applications. FastCube FMX end users do not require high programming skills to build reports. FastCube FMX is a set of OLAP Desktop components for Delphi/C++Builder/Lazarus. Connection to data-bases can be not only through the standard ADO or BDE components but also through any component based on TDataSet. Instant downloading and handling of data arrays. Ready-made templates can be built for summary tables.

Starting Price: $249.00/developer

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FastQueryBuilder

Fast Reports

FastQueryBuilder is an easy to use visual SQL query builder. It works with local and client-server databases. Let's your customers create DB queries without SQL! FastQueryBuilder enables you to work with local and client-server databases by means of the BDE. It also allows you to work with other data-access components such as ADO, IBX and FIBPlus. Main features: - Supports Embarcadero (ex Borland and ex CodeGear) Delphi, C++Builder 4-7 and RAD Studio 2005-2009 and Lazarus. - Displays a visual model of the query for use and editing. - Possible to embed Visual Query Designer into any window in your application. - Allows FastQueryBuilder designer to be integrated into any application window. - Offers full visual customization of query parameters. It is so simple to query a DB: open FastQueryBuilder -> make a query -> see the result.

Starting Price: $69.00/developer

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Rulex

Rulex helps people and organizations harness their data and make smart decisions by delivering a Decision Intelligence system. While simplifying the entire data harmonization process, Rulex Platform offers a composable combination of advanced technologies to build enterprise-level solutions, including eXplainable AI (XAI), rule-based systems, mathematical optimization, and what-if scenario simulators. Thanks to its intuitive no-code interface, the platform is designed to meet the needs of both data experts and business users. Due to its high versatility, Rulex Platform has been widely adopted across various industries since 2007, including supply chain, financial services, life sciences, and manufacturing.

Starting Price: €95/month

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Dagster

Dagster Labs

Dagster is a next-generation orchestration platform for the development, production, and observation of data assets. Unlike other data orchestration solutions, Dagster provides you with an end-to-end development lifecycle. Dagster gives you control over your disparate data tools and empowers you to build, test, deploy, run, and iterate on your data pipelines. It makes you and your data teams more productive, your operations more robust, and puts you in complete control of your data processes as you scale. Dagster brings a declarative approach to the engineering of data pipelines. Your team defines the data assets required, quickly assessing their status and resolving any discrepancies. An assets-based model is clearer than a tasks-based one and becomes a unifying abstraction across the whole workflow.

Starting Price: $0

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dbForge Search

Devart

dbForge Search for SQL Server is a free tool that searches for specific SQL objects, data, and text across multiple databases. With a user-friendly graphical interface, it removes the need for manual inspection of entire database schemas and thus allows for significant time savings. Key Features: - Customizable search (searching for DDL or data) with options like case matching, whole-word matching, and wildcard support - Searching for database objects containing specific data - Simultaneous searches across multiple databases and object types - Name-based search within object names and bodies. - SQL code search for specific code fragments within database objects - Sorting, filtering, and grouping of search results - Search results in a grid format - Quick navigation to locate objects dbForge Search integrates seamlessly with SQL Server Management Studio, allowing users to perform all search operations and manage search results directly within the the SSMS.

Starting Price: $0

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Zing Data

A flexible visual query builder lets you get answers in seconds. Analyze data from your phone or browser to work from anywhere. Natural language querying, powered by LLMs lets you ask questions using plain English. No desktop, SQL, or data scientist needed. Shared questions let you learn from team mates, and search for any questions asked across your organization. @mentions, push notifications, and shared chat bring the right people into the conversation and empower you to make data actionable. Easily copy and modify shared questions, export data, and change how charts are displayed to not just view somebody elses’s analysis, but instead make it your own. You can even turn on external sharing to provide access to partners outside your domain or for public datasets. Get the underlying data tables in two taps. Even run full on custom SQL with smart typeaheads to make quick work of joins, aggregations, and calculated fields.

Starting Price: $0

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VirtlX

VirtlX is an AI-enabled B2B, SaaS platform that spots hidden profit leaks before they hit your bottom line. Stop Leaking Profit Through People and Process Gaps AI-driven cycle analyses multiple data sources & identifies issues Perceive customer signals → Reflect on employee feedback → Enrich with instant training - No L&D Team Required! All in one platform VirtlX is a fully customizable solution for multi-industry business performance, designed to assist businesses of all sizes. VirtlX delivers a strong ROI with quantifiable deliverables & insights to assist in decision-making towards a people-centric, successful business. Simple approach to customer and employee sentiment as well as in-house training. Cost-effective, scalable subscription model with flexible commitment terms. Understanding customer engagement, feedback, experience and loyalty patterns are key fundamentals necessary for a company’s marketing efforts to be successful.

Starting Price: $9.00 per month

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Advanced Query Tool (AQT)

Cardett Associates Ltd

AQT is a multi-database query and admin tool designed for DBAs, developers and data analysts. It can access a large range of database types and has been specifically customized for over 30 different databases. AQT is optimized for dealing with large systems and is one of the best tools on the market for use with DB2 z/OS. Has a powerful Database Explorer window which displays more information on your database than almost any other product. A great query environment with SQL editor, SQL history, graphical query builder, table editor, data export, charting. AQT includes numerous tools that will delight your DBA - generate DDL, object compare/resync, data compare/resync, data loader, create/alter/manage objects, visual explain, system monitor.

Starting Price: $210 one-time payment

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scrapestack

APILayer

Tap into our extensive pool of 35+ million datacenter and residential IP addresses across dozens of global ISPs, supporting real devices, smart retries and IP rotation. Choose from 100+ supported global locations to send your web scraping API requests or simply use random geo-targets — supporting a series of major cities worldwide. The scrapestack API was built to offer a simple REST API interface for scraping web pages at scale without having to programatically deal with geolocations, IP blocks or CAPTCHAs. The API supports a series of features essential to web scraping, such as JavaScript rendering, custom HTTP headers, various geo-targets, POST/PUT requests and an option to use premium residential proxies instead of datacenter proxies.

Starting Price: $15.99 per month

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Mage

Mage is a tool that transforms your data into predictions. Build, train, and deploy predictive models in minutes. No AI experience required. Increase user engagement by ranking content on your user’s home feed. Increase conversion by showing the most relevant products for a user to buy. Increase retention by predicting which users will stop using your app. Increase conversion by matching users in a marketplace. Data is the most important part in building AI. Mage will guide you through this process with suggestions on how to improve your data, making you an AI expert. AI and its predictions are difficult to understand. Mage explains every metric in-depth, teaching you how your AI model thinks. Get real-time predictions with a few lines of code. Mage makes it easy for you to integrate your AI model in any application.

Starting Price: Free

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RisingWave

RisingWave is an open-source distributed SQL database for stream processing. It is designed to reduce the complexity and cost of building real-time applications. RisingWave offers users a PostgreSQL-like experience specifically tailored for distributed stream processing. RisingWave Cloud is a fully managed cloud service that encompasses the entire functionality of RisingWave. By leveraging RisingWave Cloud, users can effortlessly engage in cloud-based stream processing, free from the challenges associated with deploying and maintaining their own infrastructure.

Starting Price: $200/month

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Match2Lists

Match2Lists is the fastest, easiest and most accurate way to Match, Merge and De-duplicate your data. With Our Match2D&B option, you can enrich your data with Dun & Bradstreet information on-demand. In just minutes, you can cleanse your data of duplicates and blend raw data from different sources into powerful information. Our first objective is maximum match results for our customers. Prior to creating Match2Lists, we ran analytics and data visualisation companies and used most "fuzzy" matching software on the market. Unsatisfied by their low match results, we spent 10 years developing the most advanced data matching logic. Our second objective is time: enable our customers to spend less time matching and cleansing data and more time analysing and executing. So we implemented our advanced matching logic on the fast in-memory cloud computing architecture we could find, capable of matching 200 million records in 30 seconds.

Starting Price: $95 per month

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StarTree

StarTree, powered by Apache Pinot™, is a fully managed real-time analytics platform built for customer-facing applications that demand instant insights on the freshest data. Unlike traditional data warehouses or OLTP databases—optimized for back-office reporting or transactions—StarTree is engineered for real-time OLAP at true scale, meaning: - Data Volume: query performance sustained at petabyte scale - Ingest Rates: millions of events per second, continuously indexed for freshness - Concurrency: thousands to millions of simultaneous users served with sub-second latency With StarTree, businesses deliver always-fresh insights at interactive speed, enabling applications that personalize, monitor, and act in real time.

Starting Price: Free

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Treblle

Treblle is a federated API Intelligence platform built for enterprises that need full visibility, control, and security over their APIs. With a single integration, Treblle provides real-time API Discovery, Observability, Analytics, Governance, Runtime Security, and Developer Portals. It supports on-prem and private cloud deployments to meet strict compliance and data privacy requirements. Treblle helps teams shift left by surfacing API issues early in development and ensuring consistency across environments. Its AI-powered Integration Assistant simplifies onboarding and reduces manual effort. Trusted by global enterprises and recognized over 15 times by Gartner, Treblle accelerates innovation while giving you complete control over your API landscape.

Starting Price: $25 per month

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Tricent

Tricent is the #1 file-sharing governance SaaS platform that helps organizations make their file-sharing more secure and compliant without sacrificing collaboration. For Microsoft 365 OneDrive & Sharepoint, and Google Workspace MyDrives and Shared Drives. Tricent enables administrators to: 🚀 Effortless Onboarding in less than 30 Minutes. 🔍 Unparalleled Insights: From day one, gain a comprehensive overview of all files shared and permissions granted—across both personal drives and shared drives. ⭕️ Bulk Remediation Made Simple: Our admin-friendly cleanup tools allow you to tackle file sprawl efficiently. 😇 Empowering End-Users Responsibly: We use automation to involve your employees in the cleanup process. . 💪🏼 Customizable Governance Policies: Set different cycles for different user groups 🔮 Stay Ahead with Abnormality Detection: Our machine learning feature keeps you informed, detecting anomalies before they escalate *Only Google Workspace

Starting Price: €18/year/user

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Zilliz Cloud

Zilliz

Zilliz Cloud is a fully managed vector database based on the popular open-source Milvus. Zilliz Cloud helps to unlock high-performance similarity searches with no previous experience or extra effort needed for infrastructure management. It is ultra-fast and enables 10x faster vector retrieval, a feat unparalleled by any other vector database management system. Zilliz includes support for multiple vector search indexes, built-in filtering, and complete data encryption in transit, a requirement for enterprise-grade applications. Zilliz is a cost-effective way to build similarity search, recommender systems, and anomaly detection into applications to keep that competitive edge.

Starting Price: $0

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Retable

Retable is an innovative online hybrid spreadsheet and database software that streamlines data organization and collaboration. Whether you are running a small business, a large organization, or an NGO, Retable is the ideal solution for managing all your personal, business, functional, and technical information in one place. With Retable, you can work in a holistic and synchronized fashion, with all your data in one online spreadsheet. This makes it easy to coordinate, evaluate, generate, schedule, and build, all within one platform. Retable's user-friendly interface makes it suitable for small and large businesses, as well as organizations that rely on collaborative working practices. Try Retable today and experience the convenience of having all your data in one easy-to-use platform.

Starting Price: $10/month

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Outsource Bigdata

AIMLEAP

Outsource Bigdata is data analytics and management platform offering AI-driven Digital & Big Data Solutions,Data & Automation& Web Research Services. Data Solutions from AIMLEAP: APISCRAPY: AI web scraping platform. AI-Labeler: An AI data annotation platform. AI-Data-Hub: On-demand hub for curated,pre-annotated & pre-classified data. PRICESCRAPY:An AI & automated price solution. APIKART: An AI Data API Solution Hub. About AIMLEAP AIMLEAP is an ISO 9001:2015 & ISO/IEC 27001:2013 certified global technology consulting & services provider offering AI Data Solutions & Engineering, Automation, IT & Digital Marketing services. AIMLEAP is certified as ‘The Great Place to Work®’. Since 2012, we have successfully delivered projects in IT & digital transformation, automation-driven data solutions,& digital marketing for 750+ global companies. Locations: USA: +1-30235 14656 Canada: +1 4378 370 063 India: +91 810 527 1615 Australia: +61 402 576 615

Starting Price: $35

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Metacoder

Wazoo Mobile Technologies LLC

Metacoder makes processing data faster and easier. Metacoder gives analysts needed flexibility and tools to facilitate data analysis. Data preparation steps such as cleaning are managed reducing the manual inspection time required before you are up and running. Compared to alternatives, is in good company. Metacoder beats similar companies on price and our management is proactively developing based on our customers' valuable feedback. Metacoder is used primarily to assist predictive analytics professionals in their job. We offer interfaces for database integrations, data cleaning, preprocessing, modeling, and display/interpretation of results. We help organizations distribute their work transparently by enabling model sharing, and we make management of the machine learning pipeline easy to make tweaks. Soon we will be including code free solutions for image, audio, video, and biomedical data.

Starting Price: $89 per user/month

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DbGate

Sprinx Systems

DbGate is a cross-platform SQL + NoSQL client that runs on Windows, macOS, Linux as desktop app, or in Docker - and then entirely in your browser. It has very powerful data browser, which allows you to quickly find or modify, what you need, even when using complicated relations. There are many filtering options allowing you in few clicks define quite complex conditions. You could of course use classical SQL editor with code completion or query designer. DbGate also has capability of design queries on NoSQL databases and event join results with SQL databases. Database compare tool is very fast, as it uses already cached DB models. You could browse and filter objects by type (table, view, procedure function) and by comparing status (equal, changed, added, removed). You could also deploy changes to database. Quite new feature is DbGate Cloud - online storage for connections and SQL scripts. You could also share folders with connections with others, with role-base permission access.

Starting Price: Free

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NewsCatcher

NewsCatcher solves the challenge of inconsistent, irrelevant news data with a streamlined approach. We deliver clean, normalized, near-real-time news from 150,000+ global sources in 50+ languages, including hyper-local coverage. We enrich every article with sentiment scores, named entities, summaries, classification, deduplication, and clustering, maximizing utility while cutting post-processing time and costs. Our BeyondNews and Local News APIs go further, surfacing government data, policy changes, and official announcements before they hit the news, plus thousands of hyperlocal outlets worldwide. NewsCatcher helps enterprises build custom pipelines with LLM fine-tuning, delivering a clean, relevant feed with a low false-positive rate for confident decision-making. Structured JSON output plugs directly into AI agents, RAG pipelines, and vector databases, powering risk intelligence, compliance, and market monitoring for finance and government teams.

Starting Price: $10,000 per month

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Weaviate

Weaviate is an open-source, AI-native vector database for building search, RAG, and agentic AI applications. Store data objects alongside vector embeddings from your favorite ML models and scale seamlessly into billions of objects. Bring your own vectors or use built-in vectorization, then combine vector, keyword, and hybrid search for state-of-the-art results, even with filters. Pipe results through leading LLMs to power next-generation, retrieval-augmented experiences. Weaviate goes beyond the database: the Query Agent turns natural language into precise, cited queries, Engram provides managed memory for AI agents, and Weaviate Embeddings handles vectorization for you. Run it yourself under an open-source license, or use fully managed Weaviate Cloud on AWS, GCP, or Azure, with SOC 2 Type II compliance, multi-tenancy, and RBAC built in. Use any generative model with your own data to build chatbots, semantic search, recommendation, and agentic workflows.

Starting Price: Free

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Vespa

Vespa.ai

Vespa is forBig Data + AI, online. At any scale, with unbeatable performance. To build production-worthy online applications that combine data and AI, you need more than point solutions: You need a platform that integrates data and compute to achieve true scalability and availability - and which does this without limiting your freedom to innovate. Only Vespa does this. Vespa is a fully featured search engine and vector database. It supports vector search (ANN), lexical search, and search in structured data, all in the same query. Users can easily build recommendation applications on Vespa. Integrated machine-learned model inference allows you to apply AI to make sense of your data in real-time. Together with Vespa's proven scaling and high availability, this empowers you to create production-ready search applications at any scale and with any combination of features.

Starting Price: Free

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Dasera

Dasera is a Data Security Posture Management (DSPM) platform providing automated security and governance controls for structured and unstructured data across cloud and on-prem environments. Uniquely, Dasera monitors data in use while offering continuous visibility and automated remediation, preventing data breaches across the entire data lifecycle. Dasera provides continuous visibility, risk detection, and mitigation to align with business goals while ensuring seamless integration, unmatched security, and regulatory compliance. Through its deep understanding of the four data variables - data infrastructure, data attributes, data users, and data usage - Dasera promotes a secure data-driven growth strategy that minimizes risk and maximizes value, giving businesses a competitive edge in today's rapidly evolving digital landscape.

Starting Price: 3 data stores at $20,000

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Keymakr

Keymakr provides image and video data annotation, along with data creation, collection, and validation services for AI and machine learning computer vision projects of any scale. The company’s core expertise lies in delivering high-quality training data for multimodal and embodied AI systems, and supporting human-verified annotation and LLM ground-truth validation of model outputs. Keymakr's motto, "Human teaching for machine learning," reflects its commitment to the human-in-the-loop approach. This is why the company maintains an in-house team of over 600 highly skilled annotators. Keymakr's goal is to deliver custom datasets that enhance the accuracy and efficiency of ML systems. To create precise datasets, Keymakr developed Keylabs.ai, a powerful enterprise-grade annotation platform that supports all annotation types. Keymakr also follows strict data security and compliance standards, holds ISO 9001 and ISO 27001 certifications, and maintains GDPR and HIPAA compliance.

Starting Price: $7/hour

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Microsoft Fabric

Microsoft

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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Best Data Management Software - Page 21

Compare the Top Data Management Software as of November 2026 - Page 21

CloudTDMS

OtterTune

FastCube VCL

FastCube .NET

FastCube FMX

FastQueryBuilder

Rulex

Dagster

dbForge Search

Zing Data

VirtlX

Advanced Query Tool (AQT)

scrapestack

Mage

RisingWave

Match2Lists

StarTree

Treblle

Tricent

Zilliz Cloud

Retable

Outsource Bigdata

Metacoder

DbGate

NewsCatcher

Weaviate

Vespa

Dasera

Keymakr

Microsoft Fabric

Best Data Management Software - Page 21

Compare the Top Data Management Software as of November 2026 - Page 21

CloudTDMS

OtterTune

FastCube VCL

FastCube .NET

FastCube FMX

FastQueryBuilder

Rulex

Dagster

dbForge Search

Zing Data

VirtlX

Advanced Query Tool (AQT)

scrapestack

Mage

RisingWave

Match2Lists

StarTree

Treblle

Tricent

Zilliz Cloud

Retable

Outsource Bigdata

Metacoder

DbGate

NewsCatcher

Weaviate

Vespa

Dasera

Keymakr

Microsoft Fabric

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