--- 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: '2026-05-05' 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. Great application with simple UI and very helpful dev and sales team **Rating:** 4.0/5.0 stars **Reviewed by:** justin d. | Small-Business (50 or fewer emp.) **Reviewed Date:** September 07, 2023 **What do you like best about MOSTLY AI Synthetic Data Platform?** UI was fast to learn and free version provides full capability of the tool. Results are generated fast and log files were helpful in troubleshooting null values **What do you dislike about MOSTLY AI Synthetic Data Platform?** Inability to shape output based on data hierarchy. While there is some capability in the "mood" rating and rebalance flag, functionality is limited. Additionally, some fields lack "i" for in-app help **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** generating training data sets for supply chain supplier delivery. supplier data is hard to get (usually business IP), so it's helpful to have datasets on which to train, develop and test ### 4. Fast, Easy and Safety **Rating:** 4.0/5.0 stars **Reviewed by:** Furkan . | Data Scientist, Small-Business (50 or fewer emp.) **Reviewed Date:** August 14, 2023 **What do you like best about MOSTLY AI Synthetic Data Platform?** The site is really easy to use, easy to understand so even non-engineers can use it comfortably. Results come pretty fast,everyone can easily reach what they want **What do you dislike about MOSTLY AI Synthetic Data Platform?** I wish it had dark mode. I expected the parts that are related to the data to be more remarkable.I can recommend coloring the data and output settings.It is possible to be a little more careful in determining the data types. **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** The site has been helpful in raising a small shape data, So i see the new big data with same specs. This provided a great opportunity for the development of our project. ### 5. MOSTLY AI Platform review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** February 07, 2024 **What do you like best about MOSTLY AI Synthetic Data Platform?** Ability to generate synthetic data that is reliable and useful for different research purposes. The generated data retains the feature correlations. **What do you dislike about MOSTLY AI Synthetic Data Platform?** After using it few times, I was getting "unauthorized to use" message for sometime and couldn't use the platform. **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** Low availability of original data ### 6. 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. ### 7. 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. ### 8. 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. ### 9. Filled in missing data **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Biotechnology | Small-Business (50 or fewer emp.) **Reviewed Date:** December 01, 2023 **What do you like best about MOSTLY AI Synthetic Data Platform?** Data generation is relatively quick and looks reasonable. **What do you dislike about MOSTLY AI Synthetic Data Platform?** Using the platform the way I'd like was difficult at first, and I had to get more data on my own to assist the machine learning process. **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** Getting more data for scientific experiments ### 10. 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. ### 11. Renegerating strategy **Rating:** 4.0/5.0 stars **Reviewed by:** Erhan G. | Laboratory Demonstrator, Small-Business (50 or fewer emp.) **Reviewed Date:** March 23, 2023 **What do you like best about MOSTLY AI Synthetic Data Platform?** It was easy to use. It was also fast to generate. **What do you dislike about MOSTLY AI Synthetic Data Platform?** It didnt accept the xlsx file, asked always to convert it to csv type file. **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** generatine new data is problem if you have dependant data and it was easy with you. ### 12. Synthetic data generation has never been this easy **Rating:** 4.0/5.0 stars **Reviewed by:** Zharko C. | QA Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 19, 2022 **What do you like best about MOSTLY AI Synthetic Data Platform?** The simplicity of use is perhaps the best part, it takes very little tech know-how to get a synthetic dataset. MOSTLY AI also provided easy to follow guides that walk you though the entire process and explain everything is laymans terms. **What do you dislike about MOSTLY AI Synthetic Data Platform?** Pricing could be more transparent, on the plans page it states clearly that the plans have specific limits on users and rows of data generated. I would expect that they could give a hard number based on this rather than requiring the customer to contact them and negotiate. **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** Creating dummy data based on production data to be used in mock dashboards that are presented to third parties. Previously this was done using randomized mock data, which did the job but looked very unappealing. ### 13. 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 ### 14. 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. ### 15. 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. ### 16. 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. ### 17. easy to use and friendly to everyone **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Insurance | Mid-Market (51-1000 emp.) **Reviewed Date:** December 02, 2022 **What do you like best about MOSTLY AI Synthetic Data Platform?** the easy generation of data and the steps are easy to follow **What do you dislike about MOSTLY AI Synthetic Data Platform?** how to create tables that maintain referential integrity **What problems is MOSTLY AI Synthetic Data Platform solving and how is that benefiting you?** generating large volumes of data from sample files. It helps in simplifying this exercise and making my work easier - [View MOSTLY AI Synthetic Data Platform pricing details and edition comparison](https://www.g2.com/products/mostly-ai-synthetic-data-platform/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-26+16%3A36%3A02+-0500&secure%5Bsession_id%5D=73686d6d-1f2e-4f09-844f-335712423f09&secure%5Btoken%5D=09ba4cab6a76786cecd059cbfe428e8cdf7a19b5e7161390689aa867ce3ab414&format=llm_user) ## MOSTLY AI Synthetic Data Platform Features **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) - [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) - 4.4/5.0 (133 reviews) - [Gretel.ai](https://www.g2.com/products/gretel-ai/reviews) - 4.4/5.0 (13 reviews)