--- title: MOSTLY AI Synthetic Data Platform Reviews meta_title: 'MOSTLY AI Synthetic Data Platform Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 17 reviews by the users' company size, role or industry to find out how MOSTLY AI Synthetic Data Platform works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 17 scale: '5' date_modified: '2026-08-07' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # MOSTLY AI Synthetic Data Platform Reviews **Vendor:** MOSTLY AI **Category:** [Synthetic Data Tools](https://www.g2.com/categories/synthetic-data) **Average Rating:** 4.5/5.0 **Total Reviews:** 17 ## About MOSTLY AI Synthetic Data Platform The MOSTLY AI synthetic data platform is the leading synthetic data generator globally. Its platform enables enterprises across industries to unlock, share, fix and simulate data. Thanks to the advances in artificial intelligence ,MOSTLY AI's synthetic data look and feel just like real data, are able to retain the valuable, granular-level information, yet guarantee that no individual is ever getting exposed. This enables businesses to drive innovation and digital transformation, overcome data silos, improve machine learning models as well as application testing capabilities. MOSTLY AI serves customers in a variety of verticals, including banking, insurance and telecommunications. ## MOSTLY AI Synthetic Data Platform Reviews ### 1. A simple and straightforward tool to synthesize data **Rating:** 5.0/5.0 stars **Reviewed by:** Quang B. | Enterprise (> 1000 emp.) **Reviewed Date:** January 24, 2024 **What do you like best about MOSTLY AI Synthetic Data Platform?** MostlyAI interface is easy to use. I don't have to write code to produce high-quality synthesized data. The platform also have lots of options for your data such as addressing NAs or generate new data. **What do you dislike about MOSTLY AI Synthetic Data Platform?** The generation mood is tricky to figure out how to use properly. I also would appreciate a simple process to request a higher daily usage for a short period of time. Also, lacking the ability to draw dependent relationships between features. **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** MostlyAI allows me to quickly generate high-quality synthetic data without writing complex codes. Also, the UI is very easy to use and cut down my time in configure my data. Overall, using MostlyAI saved my almost 80% of my normal time in dealing with synthetic data. ### 2. Great synthetic data in a timely fashion **Rating:** 5.0/5.0 stars **Reviewed by:** Rohit K. | Small-Business (50 or fewer emp.) **Reviewed Date:** November 06, 2023 **What do you like best about MOSTLY AI Synthetic Data Platform?** The promptness of the data and telling us the accuracy percentage. **What do you dislike about MOSTLY AI Synthetic Data Platform?** It's a bit hard to understand at first but I feel like if you guys made a tutorial video or something, it would help people along. **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** I'm trying to use this data to validate a machine learning algorithm to use for a proof of concept. I had a small snippet of data and this algorithm saved me of months of research and ethics applications ### 3. Very Good Platform for creating Synthetic Data **Rating:** 4.5/5.0 stars **Reviewed by:** Niloy C. | Machine Learning Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** July 08, 2023 **What do you like best about MOSTLY AI Synthetic Data Platform?** The platform is very easy to use and data generation is quite fast. **What do you dislike about MOSTLY AI Synthetic Data Platform?** I would like to know more about the algorithm used to generate data and finetune parameters if needed. **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** For my work, I needed to build a Machine Learning model, but I was stuck at a point due to a lack of training data. Then I came to know about MOSTLY AI. The platform helped me creating more training data (from a few hundred input data points to thousands of data points). The quality of the generated data was also quite good. Finally with that data, I was able to build a realistic ML model. ### 4. Simple to use, great results. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** September 27, 2023 **What do you like best about MOSTLY AI Synthetic Data Platform?** I love how simple the platform is to use. I was able to guide through even my my first time. I was readily able to implement the results in my usecase. The customer support executives are very friendly. I've been using the platform very frequently since my first time. Not to mention, the feature set is huge. Their cloud services are very easy to integrate. **What do you dislike about MOSTLY AI Synthetic Data Platform?** I would like if the UI elements are made better. **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** Mostly AI helps maintain customer privacy. I can assure my customers that their sensitive data is safe with me. ### 5. Constructive & Easy to use application of generative AI **Rating:** 5.0/5.0 stars **Reviewed by:** Duncan S. | Customer Success Manager, Enterprise (> 1000 emp.) **Reviewed Date:** July 06, 2023 **What do you like best about MOSTLY AI Synthetic Data Platform?** I loved the ease of use through usercentric design. Mostly.ai is a product designed with the end user in mind. High-speed synthetic data generation, even when scaling up the data set to millions of rows. **What do you dislike about MOSTLY AI Synthetic Data Platform?** As with all AI, could increase the explainability of the output, especially when scaling up the datesets from 100's k rows to millions of rows and when handling Personally Identified Information such as names. **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** Scaling up datasets for use as test data and making these anonymous. Able to handle sensitive data with confidence. ### 6. Very comprehensive synthetic data generation platform **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2023 **What do you like best about MOSTLY AI Synthetic Data Platform?** Data privacy protection; Sythetic Data generation measurement; Very speed data generation process; **What do you dislike about MOSTLY AI Synthetic Data Platform?** I am not quite sure what are the underlying technology that MOSTLY AI use. But not so many downsides I have found now. **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** I need to create Machine Learning use cases for XXX industry but I can't find relevant data from public resource. So I need to generate synthetic data with MOSTLY AI. ### 7. It is amazing platform to generate data for training purposes. **Rating:** 5.0/5.0 stars **Reviewed by:** S M A. | Machine Learning Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 02, 2023 **What do you like best about MOSTLY AI Synthetic Data Platform?** The data generated helped me to evaluate my performance in a reliable way. Moreover, a comprehensive EDA is just a click away, letting me check stats right away **What do you dislike about MOSTLY AI Synthetic Data Platform?** I think there should be more control given to the experienced guys so that they can generate their data accordingly **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** It helped me to generate synthetic data for a business problem that was too short of cycle and repetitive data ### 8. Synthetic Data for most AI applications **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) **Reviewed Date:** January 10, 2023 **What do you like best about MOSTLY AI Synthetic Data Platform?** The simplicity of the platform, it can be used by anyone. The reports help understand what has been going in the background. **What do you dislike about MOSTLY AI Synthetic Data Platform?** Would love more details on the different algorithims used in the creation of synthetic data, some details can be inferred by the reports. It is unclear why sometime the processing time is very fast, and other times it seems to take very long. **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** Training Data for AI can be very costly and real phenomena are often non-homogeneously distributed. That's where synthetic data can help: increasing the prediction power of the most "scarce" classes in real world data. ### 9. Consistent platform to produce artificial data **Rating:** 5.0/5.0 stars **Reviewed by:** Clayton M. | Corporate IT Audit Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** December 06, 2022 **What do you like best about MOSTLY AI Synthetic Data Platform?** Well documented software enabling ease of use. Was able to get up and running with little effort. I was able to produce fine tuned artificial datasets for my masters project that had diverging characteristics. **What do you dislike about MOSTLY AI Synthetic Data Platform?** Could do with good offers for students so we can produce bigger datasets **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** The privacy protection it proffers when making use of the site make it possible to work with sensitive data without infringing on privacy. ### 10. My Experience with Mostly AI is outstanding. As I done QA of it so I know the system well. **Rating:** 5.0/5.0 stars **Reviewed by:** Umar J. | SQA Engineer, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** November 08, 2022 **What do you like best about MOSTLY AI Synthetic Data Platform?** In Mostly AI I liked the data synthesizing process. Its very simple as you upload CSV and it will automatically do all work and give you complete QA report. **What do you dislike about MOSTLY AI Synthetic Data Platform?** I don't dislike Mostly AI. But there is one thing messed up, which is MySQL database. Otherwise system is perfect **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** Mostly AI solve most of the problem for QA. It synthesizes the data automatically and give QA report. - [View MOSTLY AI Synthetic Data Platform pricing details and edition comparison](https://www.g2.com/products/mostly-ai-synthetic-data-platform/reviews?filters%5Bnps_score%5D%5B%5D=5§ion=pricing&secure%5Bexpires_at%5D=2026-08-13+14%3A35%3A16+-0500&secure%5Bsession_id%5D=f2f34520-67a1-4988-ba5b-756a3adaff40&secure%5Btoken%5D=81b641042497c5294306809e7c9532e29d3a7ad50e55931cb17f8b12c48f2102&format=llm_user) ## MOSTLY AI Synthetic Data Platform 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 **Synthesis Type** - Full Synthesis **Data Transformation** - Data Utility - Data Quality - Privacy - Data Formats - Scale ## Top MOSTLY AI Synthetic Data Platform Alternatives - [Tonic.ai](https://www.g2.com/products/tonic-ai/reviews) - 4.2/5.0 (38 reviews) - [Gretel.ai](https://www.g2.com/products/gretel-ai/reviews) - 4.4/5.0 (13 reviews) - [GenRocket](https://www.g2.com/products/genrocket/reviews) - 4.6/5.0 (9 reviews)