--- title: YData Reviews meta_title: 'YData Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 12 reviews by the users' company size, role or industry to find out how YData works for a business like yours. aggregate_rating: rating_value: 4.6 review_count: 12 scale: '5' date_modified: '2026-09-22' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # YData Reviews **Vendor:** YData **Category:** [Synthetic Data Tools](https://www.g2.com/categories/synthetic-data) **Average Rating:** 4.6/5.0 **Total Reviews:** 12 **AI Enabled:** This product embeds AI to enhance or extend its core functionality. ## About YData YData helps data science teams build better datasets for AI ## YData Reviews ### 1. Reliable data means YData **Rating:** 5.0/5.0 stars **Reviewed by:** RAKESH S. | L2 Product Technical Support Engineer, Mid-Market (51-1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** August 19, 2024 **What do you like best about YData?** The data from YData is reliable as its synthetic data eliminates the issues with quality of data and collection of data. The data from YData is processed through AI, so less chance of mistake-full data, its diversified services to financial, telecom, health, and retail are very excellent. I can easily integrate the data of YData. The data which is provided by YData is very easy to understand. **What do you dislike about YData?** As this is basically from AI, hence my opinion is there is no chance of any dislike. **What problems is YData solving and how is that benefiting you?** With the help of YData, I can reduce fraudulent transactions, it costs me very little but it provides good security. YData uses AI & Machine learning so it is the best in the financial sector where fraudulent transactions usually happen because it helps to reduce fraud transactions. Though YData is secure, I can easily share it with my team. ### 2. YData for Smarter Workflows **Rating:** 5.0/5.0 stars **Reviewed by:** Archita G. | Relationship Manager, Mid-Market (51-1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** October 30, 2024 **What do you like best about YData?** YData helps us create better datasets for AI, making our work faster and more efficient. The data quality checks and synthetic data make adopting AI easy. YData Fabric allows us to quickly understand, manage, and access data, with secure synthetic data access and scalable workflows. easy to use and customer support is excellent. **What do you dislike about YData?** Overall, it’s a great tool, but I have noticed occasional performance issues, like minor bugs and glitches, that can slow things down a bit. **What problems is YData solving and how is that benefiting you?** YData makes our work smoother, helping us create reliable, high-quality datasets to build better AI models faster. ### 3. Discovering data insights with YData Profiling **Rating:** 5.0/5.0 stars **Reviewed by:** Viren S. | Data Science Industry Expert, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** October 22, 2024 **What do you like best about YData?** The easy to implement sdk provided for data profiling makes it super helpful for data scientists, analysts to uncover insights from structured data. **What do you dislike about YData?** Limited customization functionality available within Python to run additional analysis, drill down and feature engineering. **What problems is YData solving and how is that benefiting you?** As I am working in the insurance domain, I am expected to study and analyze different datasets pertaining to claims, policies, and quotes. Understanding relationships between categorical and numerical features, assessing the impact of certain features over the dependent variables is made possible by doing an in-depth profiling of the data by using YData modules within Python. ### 4. My Personal Experience with YData **Rating:** 5.0/5.0 stars **Reviewed by:** Satinder K. | Web Developer, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** August 20, 2024 **What do you like best about YData?** YData's data is very dependable since it is synthetic, which avoids quality and collecting difficulties. Because the data is processed using AI, there is a lower possibility of inaccuracy. Their diversified offerings in banking, communications, health and retail are equally outstanding. Creating projects on the dashboard is simple and integrating them with our organization's databases is effortless. Furthermore, they provide good customer service via chat and phone. **What do you dislike about YData?** YData is a relatively new product that depends significantly on synthetic data production. There is a learning curve for new users, and it can be sluggish at times. **What problems is YData solving and how is that benefiting you?** YData makes it simple to handle even the most complicated data, dramatically boosting data quality. It tackles data quantity challenges by creating synthetic data using a precise AI model. Because YData employs AI and machine learning, it is particularly useful in the banking industry, where it helps decrease fraudulent transactions. Although YData is safe, I can still readily share it with my team members. ### 5. A Perfect Data Assets Platform **Rating:** 4.5/5.0 stars **Reviewed by:** Animesh . | Analyst, E-Learning, Mid-Market (51-1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through Google using a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** August 10, 2024 **What do you like best about YData?** I mostly like the Profiling of the datasets that includes statistics, visualizations, and relationships between variables. Making projects on the dashboard is very easy. Implementation in the datasets of the organization is also good. They have very amazing support by chat and call, and I use it once a week to maintain the quality of the datasets. **What do you dislike about YData?** The thing that I don't like is that the platform Ydata has very limited customization. Integration is somewhat on the negative side, but once it is done, it is very easy to use. **What problems is YData solving and how is that benefiting you?** YData is making my process to maintain the quality and quantity of the data with the help of AI. ### 6. YData review **Rating:** 4.5/5.0 stars **Reviewed by:** Pugazhenthiran G. | Business Intelligence Developer, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** October 24, 2024 **What do you like best about YData?** First and most important thing is we can easily integrate with YData. This is AI thing so we can't expect the mistaken data AI will eliminate all the unwanted things which is more ease of use and we can do the further data implementation. **What do you dislike about YData?** YData is a new product and AI based so I haven't faced any issues. **What problems is YData solving and how is that benefiting you?** Easy to handle most complicated data by using YData and cleansing the data. It helps me a lot while working on the banking project. ### 7. Great Experience with YData **Rating:** 4.5/5.0 stars **Reviewed by:** Sanjay K. | Senior Software engineer, Mid-Market (51-1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through Google using a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** August 17, 2024 **What do you like best about YData?** YData improves the data quality generated by the AI. It provides the tools that help in data generation and data profiling **What do you dislike about YData?** It is new in market and mostly dependent on synthetic data generation. It required the leaning curve for the new user **What problems is YData solving and how is that benefiting you?** It solves the data quantity by generating the synthetic data using its accurate AI model. It reduces the time for generating the accurate data ### 8. Good software **Rating:** 4.0/5.0 stars **Reviewed by:** Carlos F. S. | Senior Analyst, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** October 22, 2024 **What do you like best about YData?** Easy to use, even for non-technical users. It also has comprehensive data preparation features while maintaining strong visual capabilities. **What do you dislike about YData?** Seems expensive for comparable tools and has a steeper learning curve than other competitors. **What problems is YData solving and how is that benefiting you?** YData is designed for scalability, effectively handling large volumes of data without significant performance drops. The processing speed is commendable, which is crucial for real-time data analysis. ### 9. You don't need to be a data expert to get started! **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** October 22, 2024 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about YData?** The visualization tools, I was able to create customizable dashboards that displayed key metrics and insights very relevant to the project. **What do you dislike about YData?** I experienced slow performance with larger datasets, which affected my productivity. **What problems is YData solving and how is that benefiting you?** YData allowed our business to uncover trends and patterns in our data, providing actionable insights that can drive strategy. ### 10. One of the leading software's for generating data and generating reports and analysis. **Rating:** 4.5/5.0 stars **Reviewed by:** Riya C. | Software Architect, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** December 08, 2022 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about YData?** YData has one of the fastest synthesizers I have worked with, which generates data and results at a high-performance output. Also, on the platform, you can connect your existing resource of data services and collaborate to make decisions. **What do you dislike about YData?** There are minimal functionalities available at the movement. There is a vast scope for development and new features like pre-build learning and data processing models. Also have more integrations can give a more audience for collaboration. **What problems is YData solving and how is that benefiting you?** It helps me generate data for my data science teams, who work on making decisions for the organization and patterns of financial data, as such data assists design the models. ### 11. Best Data Analytical Platform **Rating:** 4.5/5.0 stars **Reviewed by:** Rajat G. | Sr. Engineer - Asset Management, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** December 03, 2022 **What do you like best about YData?** YData comes with features that help manage data by improving data quality in the best and most efficient way possible. YData allows for the analysis of the most complex data and improves it to speed up development. **What do you dislike about YData?** YData has very awesome features that help speed up development activities, but easy access to these features should be considered. Access to these features is a bit time-consuming. **What problems is YData solving and how is that benefiting you?** YData helps manage the most complicated data in the simplest way possible to improve data quality. It helps speed up tasks by consuming less time and doing so most efficiently. ### 12. Their open source works really well! Highly recommend! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** November 24, 2020 **What do you like best about YData?** Ease of use. Just connected my data source and started the process. **What do you dislike about YData?** Nothing to point out. The open source repository is enough for a PoC. **What problems is YData solving and how is that benefiting you?** I needed to generate synthetic data and it was as simple as using their sample notebook and pointing it to my dataset ## YData Discussions - [What is YData used for?](https://www.g2.com/discussions/what-is-ydata-used-for) - 1 comment - [View YData pricing details and edition comparison](https://www.g2.com/products/ydata/reviews?section=pricing&secure%5Bexpires_at%5D=2026-10-04+00%3A47%3A40+-0500&secure%5Bsession_id%5D=88f5212b-0613-44c9-a247-936d38ef343c&secure%5Btoken%5D=d9187ac220e67eb33148ab0dda81df3d8f53e6dcdda0fdbdae4ddc0910e0377c&format=llm_user) ## YData Features **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 **Data Type** - Structured Data - Data Labeling/Annotation **Synthesis Type** - Full Synthesis - Partial Synthesis **Data Transformation** - Data Utility - Data Quality - Privacy - Data Formats - Scale ## Top YData Alternatives - [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) - 4.4/5.0 (141 reviews) - [Tonic.ai](https://www.g2.com/products/tonic-ai/reviews) - 4.2/5.0 (38 reviews) - [K2View](https://www.g2.com/products/k2view/reviews) - 4.6/5.0 (52 reviews)