IBM DataStage vs. Linx Comparison


IBM DataStage IBM	Linx Twenty57	+	+
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Fivetran provides an easy-to-use, customizable platform that reduces engineering time and enables faster insights. 726 Ratings Visit Website AnalyticsCreator AnalyticsCreator is a metadata-driven data warehouse automation solution built specifically for teams working within the Microsoft data ecosystem. It helps organizations speed up the delivery of production-ready data products by automating the entire data engineering lifecycle—from ELT pipeline generation and dimensional modeling to historization and semantic model creation for platforms like Microsoft SQL Server, Azure Synapse Analytics, and Microsoft Fabric. By eliminating repetitive manual coding and reducing the need for multiple disconnected tools, AnalyticsCreator helps data teams reduce tool sprawl and enforce consistent modeling standards across projects. The solution includes built-in support for automated documentation, lineage tracking, schema evolution, and CI/CD integration with Azure DevOps and GitHub. Whether you’re working on data marts, data products, or full-scale enterprise data warehouses, AnalyticsCreator allows you to build faster, govern better, and deliver 46 Ratings Visit Website Google Cloud BigQuery BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven. Gemini in BigQuery offers AI-driven tools for assistance and collaboration, such as code suggestions, visual data preparation, and smart recommendations designed to boost efficiency and reduce costs. BigQuery delivers an integrated platform featuring SQL, a notebook, and a natural language-based canvas interface, catering to data professionals with varying coding expertise. This unified workspace streamlines the entire analytics process. 1,731 Ratings Visit Website ActiveBatch Workload Automation ActiveBatch by Redwood makes setting up and launching automation easy with no custom scripting required. With a low-code Super REST API adapter, over 100 pre-built job steps and a user-friendly drag-and-drop workflow designer, you can integrate across any system, application and data source, on-prem, in the cloud or in hybrid environments. Maintain complete control and visibility and meet SLAs with monitoring of all automation from a single pane of glass and get custom alerts via emails or SMS. Managed Smart Queues dynamically scale resources for high-volume workloads, reducing process times while the self-service portal enables business users to run and monitor workflows independently. ActiveBatch meets security and compliance standards, with ISO 27001 and SOC 2, Type II certifications, encrypted connections and regular third-party tests, always keeping security at the forefront. Along with ongoing product advancements, get the added benefit of 24x7 support and on-site training. 349 Ratings Visit Website DataBuck DataBuck is an AI-powered data validation platform that automates risk detection across dynamic, high-volume, and evolving data environments. DataBuck empowers your teams to: ✅ Enhance trust in analytics and reports, ensuring they are built on accurate and reliable data. ✅ Reduce maintenance costs by minimizing manual intervention. ✅ Scale operations 10x faster compared to traditional tools, enabling seamless adaptability in ever-changing data ecosystems. By proactively addressing system risks and improving data accuracy, DataBuck ensures your decision-making is driven by dependable insights. Proudly recognized in Gartner’s 2024 Market Guide for #DataObservability, DataBuck goes beyond traditional observability practices with its AI/ML innovations to deliver autonomous Data Trustability—empowering you to lead with confidence in today’s data-driven world. 6 Ratings Visit Website Google Cloud Platform Google Cloud is a cloud-based service that allows you to create anything from simple websites to complex applications for businesses of all sizes. New customers get $300 in free credits to run, test, and deploy workloads. All customers can use 25+ products for free, up to monthly usage limits. Use Google's core infrastructure, data analytics & machine learning. Secure and fully featured for all enterprises. Tap into big data to find answers faster and build better products. Grow from prototype to production to planet-scale, without having to think about capacity, reliability or performance. From virtual machines with proven price/performance advantages to a fully managed app development platform. Scalable, resilient, high performance object storage and databases for your applications. State-of-the-art software-defined networking products on Google’s private fiber network. Fully managed data warehousing, batch and stream processing, data exploration, Hadoop/Spark, and messaging. 56,309 Ratings Visit Website StarTree StarTree Cloud is a fully-managed real-time analytics platform designed for OLAP at massive speed and scale for user-facing applications. Powered by Apache Pinot, StarTree Cloud provides enterprise-grade reliability and advanced capabilities such as tiered storage, scalable upserts, plus additional indexes and connectors. It integrates seamlessly with transactional databases and event streaming platforms, ingesting data at millions of events per second and indexing it for lightning-fast query responses. StarTree Cloud is available on your favorite public cloud or for private SaaS deployment. • Gain critical real-time insights to run your business • Seamlessly integrate data streaming and batch data • High performance in throughput and low-latency at petabyte scale • Fully-managed cloud service • Tiered storage to optimize cloud performance & spend • Fully-secure & enterprise-ready 25 Ratings Visit Website MongoDB Atlas The most innovative cloud database service on the market, with unmatched data distribution and mobility across AWS, Azure, and Google Cloud, built-in automation for resource and workload optimization, and so much more. MongoDB Atlas is the global cloud database service for modern applications. Deploy fully managed MongoDB across AWS, Google Cloud, and Azure with best-in-class automation and proven practices that guarantee availability, scalability, and compliance with the most demanding data security and privacy standards. The best way to deploy, run, and scale MongoDB in the cloud. MongoDB Atlas offers built-in security controls for all your data. Enable enterprise-grade features to integrate with your existing security protocols and compliance standards. With MongoDB Atlas, your data is protected with preconfigured security features for authentication, authorization, encryption, and more. 1,632 Ratings Visit Website Semarchy xDM Use Semarchy unified data platform to experience xDM. Discover, govern, enrich, enlighten and manage data. You can easily transform data into insights with xDM and rapidly deliver data-rich applications with automated master data management. Its business-centric interfaces provide for rapid creation and adoption of data-rich applications, while automation rapidly generates applications to your specific requirements. Use the agile platform to quickly expand or evolve data applications. 63 Ratings Visit Website Satori Satori is a Data Security Platform (DSP) that enables self-service data and analytics. Unlike the traditional manual data access process, with Satori, users have a personal data portal where they can see all available datasets and gain immediate access to them. Satori’s DSP dynamically applies the appropriate security and access policies, and the users get secure data access in seconds instead of weeks. Satori’s comprehensive DSP manages access, permissions, security, and compliance policies - all from a single console. Satori continuously discovers sensitive data across data stores and dynamically tracks data usage while applying relevant security policies. Satori enables data teams to scale effective data usage across the organization while meeting all data security and compliance requirements. 86 Ratings Visit Website
About Accelerate AI innovation with cloud-native data integration on IBM Cloud Pak for data. AI-powered data integration, anywhere. Your AI and analytics are only as good as the data that fuels them. With a modern container-based architecture, IBM® DataStage® for IBM Cloud Pak® for Data delivers that high-quality data. It combines industry-leading data integration with DataOps, governance and analytics on a single data and AI platform. Automation accelerates administrative tasks to help reduce TCO. AI-based design accelerators and out-of-the-box integration with DataOps and data science services speed AI innovation. Parallelism and multicloud integration let you deliver trusted data at scale across hybrid or multicloud environments. Manage the data and analytics lifecycle on the IBM Cloud Pak for Data platform. Services include data science, event messaging, data virtualization and data warehousing. Parallel engine and automated load balancing.	About A powerful iPaaS platform for integration and business process automation. Linx is a powerful platform for building custom integrations at scale. The platform provides enterprise-grade capability and unparalleled flexibility to cater to a wide range of integration use cases for today’s growing businesses, including application integration, data synchronization, data migration, automations, and rapid API development and management. Linx is a low-code, desktop-based iPaaS that enables organizations to connect their cloud and on-premise applications, data sources.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience IBM Cloud Pak users who need a cloud-native insight platform	Audience Developers, IT Managers, Business Intelligence, Technically-minded business unit owners
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing $599 per month Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 4.0 / 5 support 5.0 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information IBM Founded: 1911 United States www.ibm.com/products/infosphere-datastage	Company Information Twenty57 Founded: 2001 South Africa linx.software/
Alternatives IRI Voracity IRI, The CoSort Company	Alternatives Qorus Integration Engine Qore Technologies
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Oracle Data Integrator Oracle	Boomi
IBM Cloud Pak for Data IBM	GeneXus Globant
Enterprise Enabler Stone Bond Technologies View All	Zoho Creator Zoho View All
Categories Big Data Data Integration Data Lineage Data Mapping Data Virtualization ETL	Categories API Management Application Development Application Server Build Automation Business Process Automation Business Process Management Data Extraction Data Mapping Data Migration Data Preparation eCommerce Integration Enterprise Service Bus (ESB) ETL IDE Integration Low-Code Development No-Code Development Rapid Application Development (RAD) Workload Automation
	ETL Features Data Analysis Data Filtering Data Quality Control Job Scheduling Match & Merge Metadata Management Non-Relational Transformations Version Control Show More Features API Management Features Access Control Analytics API Design API Lifecycle Management Dashboard Developer Portal Testing Management Threat Protection Traffic Control Version Control Application Development Features Access Controls/Permissions Code Assistance Code Refactoring Collaboration Tools Compatibility Testing Data Modeling Debugging Deployment Management Graphical User Interface Mobile Development No-Code Reporting/Analytics Software Development Source Control Testing Management Version Control Web App Development Application Server Features Admin Console Alerts / Notifications Application Security Multi-Application Support Multiple Environment Support Open Standards Compliance Reporting / Analytics User Management Business Process Management Features Access Controls / Permissions Alerts / Notifications Business Process Automation Business Rules Management Collaboration Process Change Tracking Process Mapping Process Modeling & Design Visual Workflow Management Data Extraction Features Disparate Data Collection Document Extraction Email Address Extraction Image Extraction IP Address Extraction Phone Number Extraction Pricing Extraction Web Data Extraction Data Preparation Features Collaboration Tools Data Access Data Blending Data Cleansing Data Governance Data Mashup Data Modeling Data Transformation Machine Learning Visual User Interface Enterprise Service Bus (ESB) Features Data Source Connectors Electronic Data Interchange (EDI) Enterprise Application Integration Enterprise Integration Patterns (EIP) Integrations Management Messaging IDE Features Code Completion Compiler Cross Platform Support Debugger Drag and Drop UI Integrations and Plugins Multi Language Support Project Management Text Editor / Code Editor Integration Features Dashboard ETL - Extract / Transform / Load Metadata Management Multiple Data Sources Web Services Low-Code Development Features AI-Assisted Development Business Process Automation Collaborative Development Data Aggregation and Publishing Deployment Management Drag & Drop Integrations Management Iteration Management Performance Monitoring Requirements Management Templates Visual Modeling Web / Mobile App Development Workflow Management Workload Automation Features Alerts / Notifications Audit Trails Business Process Management Cross-Platform Scheduling Dashboard Data Analysis / Visualization Event-Triggers Load Balancing Resource-Based Scheduling Robotic Process Automation (RPA) Workflow Foundation Support
Integrations .NET Amazon EC2 Amazon Web Services (AWS) Apache Kafka BMC Helix Cloud Cost EDB Postgres Advanced Server GitHub IBM Watson Studio MettleCI Microsoft Azure Nocode HQ Origina Pantomath QuickBooks Online Sage X3 Salesforce Shopify Stonebranch Xero Zapier Show More Integrations View All 12 Integrations	Integrations .NET Amazon EC2 Amazon Web Services (AWS) Apache Kafka BMC Helix Cloud Cost EDB Postgres Advanced Server GitHub IBM Watson Studio MettleCI Microsoft Azure Nocode HQ Origina Pantomath QuickBooks Online Sage X3 Salesforce Shopify Stonebranch Xero Zapier Show More Integrations View All 22 Integrations
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