--- title: Megaladata Reviews meta_title: 'Megaladata Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how Megaladata works for a business like yours. aggregate_rating: rating_value: 4.9 review_count: 8 scale: '5' date_modified: '2026-07-18' parent_category: name: Big Data url: https://www.g2.com/categories/big-data --- # Megaladata Reviews **Vendor:** Megaladata **Category:** [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics) **Average Rating:** 4.9/5.0 **Total Reviews:** 8 ## About Megaladata The low code Megaladata platform empowers business users by making advanced analytics accessible. - Visual design of complex data analysis models with no involvement of the IT department and no need for programming. - Over 60 ready-to-use processing components. - Easy integration with various sources. - Fast processing of large datasets achieved through in-memory computing and parallelism. - Reusable components that facilitate accumulation of business expertise. - Advanced visualization — OLAP cubes, tables, charts, and other specialized tools. Megaladata minimizes the time between hypothesis testing and a fully functional business process. ## Megaladata Reviews ### 1. Reusable Components and Nice Performance **Rating:** 5.0/5.0 stars **Reviewed by:** Vitali M. | Konsultant @ Prylada.com, Small-Business (50 or fewer emp.) **Reviewed Date:** May 11, 2026 **What do you like best about Megaladata?** In Megaladata, you can take any part of your workflow, select it, and tell the platform: “this is now a standalone component—give it a name, and describe its inputs and outputs.” From that moment, it becomes a block just like the standard “Grouping” or “Join”: you can drag and drop it into any other workflow, configure its parameters from the outside, and treat it like a black box—data goes in, results come out. Within a week or two, this quietly turns into an internal, domain-specific library of roughly 10–15 components. And these components can contain serious logic, with your own know-how baked into them. After that, reusing components built by you or your team genuinely speeds things up many times over. The savings are real and tangible: a new workflow for a typical task now comes together in about an hour instead of half a day, because around 70% of the “prep work” is simply dragging ready-made components out of the library. My recommendation to everyone is this: don’t just look at how long the list of built-in components is—look at how easy it is to build your own. Two or three months in, it’s your own components that will make up the bulk of what your team uses every day. Performance and UI/UX is genuinely great. The visual editor is what you use every single day, and in my experience it’s the best UI/UX I’ve used among comparable platforms. **What do you dislike about Megaladata?** What’s really missing is a proper versioning mechanism for models and submodels. I still have to rely on the old, simple approach of naming them _v1, _v2, and so on. **What problems is Megaladata solving and how is that benefiting you?** Megaladata helps overcome the shortage of IT specialists by empowering existing business employees to become Citizen Data Scientists. With its intuitive low-code approach, non-technical staff can independently handle ETL and ML tasks, significantly reducing the burden on IT teams. ### 2. Megaladata is a platform for any time of on-time analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Vartan G. | Senior Business Analyst Project Lead, Small-Business (50 or fewer emp.) **Reviewed Date:** May 05, 2026 **What do you like best about Megaladata?** Compared to enterprise alternatives, Megaladata offers strong functionality at a competitive price. The value for money is genuinely good. Also performance speed for calculations are the highest among competitors. Like MCP support for AI agents **What do you dislike about Megaladata?** It would be helpful to have a trial period for premium features before committing **What problems is Megaladata solving and how is that benefiting you?** We needed to reduce our data infrastructure costs without losing capability. Switching to Megaladata saved us a meaningful amount annually. Plus customer analytics automation ### 3. Facilitate Marketing for Non-Programmers **Rating:** 5.0/5.0 stars **Reviewed by:** Efrain P. | Small-Business (50 or fewer emp.) **Reviewed Date:** June 13, 2026 **What do you like best about Megaladata?** I like Megaladata for its ease of use, especially as a non-programmer. The platform reduces my work time and allows me to have my data cataloged. The initial setup was easy and intuitive, standing out for its user experience. **What do you dislike about Megaladata?** I would like there to be more usage examples for my marketing area and to exploit the tool even more. **What problems is Megaladata solving and how is that benefiting you?** I use Megaladata to analyze data and metrics, automate my work, and reduce my working time, as well as to keep my data cataloged. ### 4. Intuitive Visual Pipelines That Make Multi-Source Data Integration Easy **Rating:** 5.0/5.0 stars **Reviewed by:** Tim R. | Senior Business Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** June 23, 2026 **What do you like best about Megaladata?** Megaladata makes it easy to connect and integrate data from multiple sources without writing complex code. The visual pipeline builder is intuitive and saves hours of manual work. **What do you dislike about Megaladata?** The documentation could be more detailed for advanced use cases. Some connectors require extra configuration that is not immediately obvious. **What problems is Megaladata solving and how is that benefiting you?** We needed to unify data from 5 different databases. Megaladata solved this in days instead of weeks. ### 5. Data Quality **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** May 05, 2026 **What do you like best about Megaladata?** The built-in data validation and cleaning tools are very practical. We catch errors early in the pipeline before they affect downstream reports. **What do you dislike about Megaladata?** Custom validation rules require some technical knowledge. A library of pre-built templates for common data quality checks would be helpful. **What problems is Megaladata solving and how is that benefiting you?** Poor data quality was causing errors in our financial reports. Megaladata gave us control over data validation at every step. ### 6. Lightning-Fast Big Data Processing with Flexible Pricing and Great Support **Rating:** 5.0/5.0 stars **Reviewed by:** Dr. Armen H. | Director, Small-Business (50 or fewer emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Megaladata?** Speed of huge data processing. Multiple connectors to data sources. Professional approach to customers. Flexible pricing based on business size. **What do you dislike about Megaladata?** Nothing to be honest. May be only I am sorry not to knowing about the product several years ago. **What problems is Megaladata solving and how is that benefiting you?** Data sorting, anomalies highlighting, converging different data types into unified format. ### 7. Fast, Professional Reports with Consistently Clean Output **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** June 16, 2026 **What do you like best about Megaladata?** Generating reports from processed data is fast and the output quality is professional. Stakeholders receive clean, consistent outputs every time. **What do you dislike about Megaladata?** The visual reporting module has fewer customization options compared to dedicated BI tools. More chart types and layout options would be welcome. **What problems is Megaladata solving and how is that benefiting you?** We needed a way to automate recurring reports without a dedicated BI platform. Megaladata covers this well for our current needs. - [View Megaladata pricing details and edition comparison](https://www.g2.com/products/megaladata/reviews?filters%5Bnps_score%5D%5B%5D=5§ion=pricing&secure%5Bexpires_at%5D=2026-08-12+19%3A56%3A12+-0500&secure%5Bsession_id%5D=d580115f-41ec-40ac-abfd-9c29c1a6ae23&secure%5Btoken%5D=9b94b6c976da9cb75026862f8508c65f10ab3778bb423ca9062c35fe6ea1fe90&format=llm_user) ## Megaladata Integrations - [1C:Enterprise](https://www.g2.com/products/1c-enterprise/reviews) - [Odoo ERP](https://www.g2.com/products/odoo-odoo-erp/reviews) ## Megaladata Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards - Customizable Reports - Marketing Reports - Sales Reports - Activity Dashboard - Interactive Reports - Customizable Reports - Customizable Reports - Activity Dashboard - Customizable Dashboard **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Management** - Reporting - Auditing **Functionality** - Repository Integration - Analytics and Trends - Productivity Updates **Data Preparation** - Connectors - Data Governance **Reports** - Reports Interface - Share Reports - Steps to Answer **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Integration - Machine Learning** - Integration - Third-Party Integrations **Statistical Tool** - Scripting - Data Mining - Algorithms **Database** - Real-Time Data Collection - Data Distribution - Data Lake **Data Transformation** - Real-Time Analytics - Data Querying - Reporting/Analytics - Predictive Analytics - Visual Analytics **Functionality** - Extraction - Transformation - Loading - Automation - Scalability - Non-Relational Transformations - Data Extraction **Management** - Historical Data Consolidation - Data Context - Testing Integration **Data Modeling and Blending** - Data Querying - Data Filtering - Data Blending - Data Capture and Transfer **Visualization** - Graphs and Charts - Score Cards - Dashboards - Formats - Mobile Dashboards - Public Dashboards - Private Dashboards **Learning - Machine Learning** - Training Data - Actionable Insights - Algorithm **Additional Functionality** - Predictive Modeling - Configurable Workflow - Tagging - Data Import/Export - API - Predictive Analytics - Data Visualization - Endpoint Management - Multiple Data Sources - No-Code - Data Preparation - Auditing - Collaboration Tools - Big Data Analytics - ML Algorithm Library - Data Management - Activity Dashboard - Data Capture and Transfer - Activity Tracking - Data Connectors - Data Security - Data Extraction - Reporting & Statistics - Workflow Management - AI Copilot **Additional Functionality** - Data Mapping - Monitoring - Charting - Integration Management - Reporting/Analytics - Ad hoc Analysis - Access Controls/Permissions - API - Match & Merge - Real-Time Monitoring - Metadata Management - Pipeline Management - Job Scheduling - Dashboard Creation - Data Storage Management - Multiple Data Sources - Data Import/Export - Generative AI - Data Quality Control - Data Connectors - Customizable Reports - Single Sign On - Version Control - Visual Analytics - Accounting Integration - Real-Time Data - eCommerce Management - AI Copilot - CRM - Data Visualization - SSL Security - Search/Filter - Real-Time Analytics - Data Capture and Transfer - Collaboration Tools - Performance Management - Data Synchronization - Drag & Drop - Data Replication - Activity Dashboard - Database Support - Workflow Management - Alerts/Notifications - Predictive Analytics - Data Migration - Third-Party Integrations - Reporting & Statistics - Data Analysis Tools **Data Analysis** - Analysis - Data Interaction - Time Series Analysis - Trend Analysis **Integrations** - Hadoop Integration - Spark Integration **Data Updates** - Historical Snapshots - Real-Time Updating **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification - Customizable Reports **Platform** - Machine Scaling - Data Preparation - Spark Integration **Connectivity** - Hadoop Integration - Spark Integration - Multi-Source Analysis - Data Lake - Real-Time Data - Data Capture and Transfer - Trend Analysis - What-if Analysis - Statistical Analysis - Data Blending - Ad hoc Analysis - Third-Party Integrations **Collaboration** - Sharing - Co-Editing - Devices **Agentic AI - Analytics Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - Third-Party Integrations **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling - Natural Language Search - Visual Discovery - Data Blending - Data Blending **Processing** - Cloud Processing - Workload Processing **Operations** - Data Visualization - Data Workflow - Governed Discovery - Embedded Analytics - Notebooks - Data Discovery **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Deployment & Integration - Analytics Platforms** - No-code Dashboard Builder - Report Scheduling and Automation - Embedded Analytics and White-labeling - Data Source Connectivity - Multiple Data Sources - Query Builder **Additional Functionality** - Data Warehousing - Drag & Drop - Activity Dashboard - Data Connectors - Ad hoc Reporting - Customizable Reports - Alerts/Escalation - Templates - Forecasting - Data Migration - Data Transformation - Access Controls/Permissions - API - Data Cleansing - Data Synchronization - AI Copilot - Dashboard Creation - Data Extraction - Data Security - SSL Security - Collaboration Tools - No-Code - High Volume Processing - Database Support - Search/Filter - Generative AI **Additional Functionality** - Demand Forecasting - AI/Machine Learning - Drag & Drop - For Healthcare - Forecasting - Data Extraction - Third-Party Integrations - Decision Support - Modeling & Simulation - Alerts/Notifications - Reporting/Analytics - Multiple Data Sources - For Retail - For Education - Data Discovery - Graphical Workflow Editor - Performance Metrics - Business Rules Management - AI Copilot - Natural Language Processing - Data Transformation - Data Clustering - API - Data Blending - Data Classification - Workflow Management - Workflow Automation **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services - Real-Time Analytics - Reporting/Analytics - Real-Time Analytics - Reporting/Analytics - Visual Analytics **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support - Database Support **Advanced Analytics & Modeling - Analytics Platforms** - Data Modeling and Governance - Notebook and Script Integration - Built-in Predictive and Statistical Models **Agentic AI Capabilities - Analytics Platforms** - Auto-generated Insights and Narratives - Natural Language Queries - Proactive KPI Monitoring and Alerts - AI Agents for Analytical Follow-ups **Personalized Intelligence - Analytics Platforms** - Behavioral Learning for Contextual Query Refinement - Role-based Insight Personalization - Conversational and Prompt-based Analytics - Ad hoc Query - Visual Analytics **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs - Real-Time Data - Real-Time Data - Third-Party Integrations - Third-Party Integrations **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications - Mobile Access - Metadata Management **Data Updates** - Historical Snapshots - Real-Time Updating - Scheduled/Automated Reports - Customizable Reports - Predictive Analytics - Data Management - Real-Time Data **Additional Functionality** - Drag & Drop - Secure Data Storage - Data Import/Export - Customizable Branding - Dashboard Creation - Access Controls/Permissions - Real-Time Reporting - Metadata Management - Forecasting - Data Storage Management - Ad hoc Analysis - Ad hoc Reporting - Data Migration - AI Copilot - Self Service Data Preparation - Search/Filter - Data Mapping - Monitoring - Sentiment Analysis - User Management - Sales Trend Analysis - Charting - Reporting & Statistics - Performance Metrics - Alerts/Notifications - Data Extraction - Widgets - Storytelling - Trend Analysis - Collaboration Tools - Financing Management - Self-service Analytics - KPI Monitoring - Dashboard - API - Data Integration - Scorecards - Data Management - Task Management - Progress Tracking - Data Connectors - Data Visualization - Profitability Analysis - Project Tracking - Strategic Planning - Goal Setting/Tracking - Publishing/Sharing - Predictive Analytics - Real-Time Monitoring - Templates - Mobile Access - Customizable Templates - Workflow Management - Financial Reporting - Audit Management - OLAP - Single Sign On - Data Synchronization **Additional Functionality** - Customizable Branding - Natural Language Processing - Data Extraction - AI Copilot - Ad hoc Reporting - Real-Time Reporting - Publishing/Sharing - Collaboration Tools - Strategic Planning - Self Service Data Preparation - Trend Analysis - Text Analysis - Real-Time Monitoring - Data Synchronization - Widgets - Benchmarking - Performance Metrics - Data Mapping - Generative AI - Trend/Problem Indicators - Customizable Templates - Access Controls/Permissions - Data Import/Export - Profitability Analysis - OLAP - Alerts/Notifications - Search/Filter - Drag & Drop - Data Connectors - Multiple Data Sources - Key Performance Indicators - Dashboard Creation - Role-Based Permissions - Data Mining - Forecasting - Ad hoc Query **Additional Functionality** - KPI Monitoring - Secure Data Storage - Multiple Data Sources - Data Visualization - Single Sign On - Natural Language Search - Search/Filter - Alerts/Notifications - AI Copilot - Real-Time Notifications - Collaboration Tools - Widgets - Performance Metrics - Ad hoc Reporting - Activity Tracking - Reporting/Analytics - Customizable Branding - Data Aggregation - Dashboard Creation - Data Connectors - Customizable Templates - Data Synchronization - API - Forecasting - Interactive Elements - Single Page View - Data Import/Export - Drag & Drop - Access Controls/Permissions - Trend Analysis - Workflow Management - Third-Party Integrations - Functions/Calculations - Historical Reporting - Data Capture and Transfer - Visual Discovery - Real-Time Updates - Real-Time Reporting - Data Mapping - Relational Display - Visual Analytics - OLAP - Ad hoc Query - Reporting & Statistics ## Top Megaladata Alternatives - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (860 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,335 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - 4.5/5.0 (1,145 reviews)