--- title: Figaro Reviews meta_title: 'Figaro Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 11 reviews by the users' company size, role or industry to find out how Figaro works for a business like yours. aggregate_rating: rating_value: 4.3 review_count: 11 scale: '5' date_modified: '2026-06-21' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Figaro Reviews **Vendor:** Figaro **Category:** [Machine Learning Software](https://www.g2.com/categories/machine-learning) **Average Rating:** 4.3/5.0 **Total Reviews:** 11 ## About Figaro Figaro is a probabilistic programming language that supports development of very rich probabilistic models and provides reasoning algorithms that can be applied to models to draw useful conclusions from evidence. ## Figaro Reviews ### 1. Figaro: Easy Secret Management on Heroku **Rating:** 4.5/5.0 stars **Reviewed by:** Jayachandra P. | Freelance Writer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 14, 2023 **What do you like best about Figaro?** Figaro is very easy to use and hase nice interface.It's ability to provide reasoning algorithms for probabilistic programming and business cases to be highly useful. It is a reliable tool for managing secrets on Heroku with business-focused functionalities **What do you dislike about Figaro?** Figaro is lacking community support . Figaro has a nice interface and easy to use but it has limited features and it's interface can be improved. When compared to similar software it's performance is little bit slow **What problems is Figaro solving and how is that benefiting you?** Figaro is useful to me time and effort as it makes easer and faster to develop my applications. It helps in development of probabilistic models for businesses cases. ### 2. A Probabilistic Programming Library **Rating:** 5.0/5.0 stars **Reviewed by:** Raksha S. | Business Operations Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** January 23, 2023 **What do you like best about Figaro?** By using Figaro, I found some excellent benefits like: Figaro allows for the flexible modeling of complex systems, making it a powerful tool for many probabilistic modeling tasks. Figaro is written in Scala, which is a highly scalable programming language. This makes it well-suited for large-scale probabilistic modeling projects. It is open-source software, which means it is free to use and can be modified and distributed by anyone. It can be used as a standalone library or integrated with other Scala libraries and tools, making it a versatile tool for probabilistic modeling. It has an active community of developers and users who contribute to the development and use of the library. This can provide support and resources for users who are new to the library. It has been designed to be efficient and fast in performing probabilistic inference, and it is optimized for large-scale models. **What do you dislike about Figaro?** While using Figaro, I came across few disadvantages which I would like to list down here: Figaro is a powerful tool, but it can be complex, especially for users new to probabilistic programming. Figaro's performance is slower than other probabilistic programming languages, such as Church. It is not yet optimized for large-scale probabilistic models or high-dimensional data. It also has a smaller community compared to other probabilistic programming languages such as PyMC3 or Stan. However, it is worth noting that these are just potential disadvantages of Figaro, and whether or not they apply to a specific use case depends on the particular requirements of the project at hand. **What problems is Figaro solving and how is that benefiting you?** Some of the problems that Figaro is solving like Modeling complexity, Uncertainty modeling and Inference. The benefits of using Figaro are: Figaro allows us to express complex models more intuitively, making it easier to reason about the underlying probabilistic relationships. Figaro's explicit probabilistic modeling allows for more accurate and robust predictions and decisions based on uncertain data. Figaro's inference engine can automatically perform probabilistic inference on the models, saving our time and effort. Figaro allows me to express models modularly, making it easy to reuse and extend existing models. ### 3. Figaro: A Powerful Language for Probabilistic Programming **Rating:** 5.0/5.0 stars **Reviewed by:** Jayasurya . | Associate Software Engineer, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** January 31, 2023 **What do you like best about Figaro?** What I like best about Figaro is its declarative syntax. This makes it very easy to write probabilistic models, and I find it much more intuitive than some of the other probabilistic programming languages out there. It also has some very useful features like automatic inference, which make it much easier to reason about models with uncertainty. **What do you dislike about Figaro?** I haven't encountered any major issues with Figaro yet, but one minor issue I have is the lack of documentation. It would be nice if there were more tutorials and resources available to help people get started with the language. **What problems is Figaro solving and how is that benefiting you?** Figaro is benefiting me by allowing me to quickly and easily express my models in a declarative syntax and have the system automatically infer the correct results. This makes it much easier and faster for me to develop my applications. ### 4. Shubham's review **Rating:** 5.0/5.0 stars **Reviewed by:** SHUBHAM A. | Co Founder, E-Learning, Small-Business (50 or fewer emp.) **Reviewed Date:** February 22, 2023 **What do you like best about Figaro?** Figaro is great software; one thing i like about it is it's interface. Helps in optimising a lot of probabilistic problems smoothly. Also it's business-focused ability is awesome feature. **What do you dislike about Figaro?** Well, it is great software, but the thing which Figaro lack is its community support. I love interface but there is always room for improvement. so it can also be improved because its not easy for beginner. **What problems is Figaro solving and how is that benefiting you?** Well following are the features which Figaro helped me with: - It saves a lot of my time and effort. It helps in building probabilistic models for complex business problems. ### 5. Best Product ever used **Rating:** 4.5/5.0 stars **Reviewed by:** Vishakha K. | Graduate Engineering Trainee, Enterprise (> 1000 emp.) **Reviewed Date:** February 18, 2023 **What do you like best about Figaro?** The Easy to use a feature of Figaro is best. This is the one which anyone can use to get the best of it. The amount of time it need is very less compared to any other. **What do you dislike about Figaro?** The UI and the presentation of stuff around the application are too challenging to understand the first time of use. Other than that, everything is excellent. **What problems is Figaro solving and how is that benefiting you?** While I am using figaro while training and building the ML-based application. It is used to ease out the whole process of making the application and the models which are going to be used. ### 6. Figaro: A great tool for probabilistic algorithms. **Rating:** 4.5/5.0 stars **Reviewed by:** Alex G. | Freight Broker, Small-Business (50 or fewer emp.) **Reviewed Date:** December 27, 2022 **What do you like best about Figaro?** I like the Figaro because it is easy to navigate and has a smooth user interface. **What do you dislike about Figaro?** The things I do not like about Figaro: 1. It is a bit complex in use. Need some technical expertise to handle it properly. 2. Minimal features available. **What problems is Figaro solving and how is that benefiting you?** Assists developers with the development of probabilistic models for the Business Use Cases. ### 7. Helps developers with probabilistic models for Business Use Cases **Rating:** 4.5/5.0 stars **Reviewed by:** PRANAV S. | Head - PMO - Managed Detection and Response Group, Mid-Market (51-1000 emp.) **Reviewed Date:** August 18, 2022 **What do you like best about Figaro?** The reasoning algorithms that are provided are really helpful with development activities and to arrive at reasonable conclusions **What do you dislike about Figaro?** Nothing to highlight as a dislike as this serves its purpose! **What problems is Figaro solving and how is that benefiting you?** Helps reduce the business turnover cycle by the availability of probabilistic models that fits pretty much any business use case. ### 8. Toll for Reasoning Algorithms **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Mechanical or Industrial Engineering | Mid-Market (51-1000 emp.) **Reviewed Date:** September 16, 2022 **What do you like best about Figaro?** If you are looking for one stop solution for reasoning algorithms, and want to give rich models, which are rich probabilistic models. Then Figaro is your tool you are looking for. **What do you dislike about Figaro?** Figaro has everything that you need like reasoning algorithms which gives you a great insight and draw useful conclusion. There is nothing which I don't like and it supports most of the requirements. **What problems is Figaro solving and how is that benefiting you?** Figaro through its models helps in applying the case models and helps in drawing conclusion from evidence which is not in other softwares. This it helps my business grow. ### 9. Tool you need for probabilistic programming **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** September 16, 2022 **What do you like best about Figaro?** Figaro is one of the best tool for probabilistic programming and its use in buisness cases is unmatchable. It gives reasoning algorithms for your uses. Overall this app is all you need. **What do you dislike about Figaro?** Figaro is one of the best tools out there and there is everything good about it, so it fulfills my require but it can be made more smoother. This overall gives a good experience to me. **What problems is Figaro solving and how is that benefiting you?** Figaro helps me in solving probabilistic programming with reasoning algorithms for any buisness case ideas thus increasing my scope of buisness and increasing my impression. ### 10. So far so good! **Rating:** 3.5/5.0 stars **Reviewed by:** Mark M. | Software Engineer, Financial Services, Small-Business (50 or fewer emp.) **Reviewed Date:** June 06, 2019 **What do you like best about Figaro?** Ease of use of setup was great, I was using Figaro for a relatively simple app with relatively simple secrets. **What do you dislike about Figaro?** Not sure how easy it would be to encrypt/decrypt the secrets themselves each time they are read, which is where something more heavyweight like jasypt offers. In other words, it's definitely not as feature rich as comparable products **What problems is Figaro solving and how is that benefiting you?** Secret management with an app deployed on Heroku. Biggest benefit was ease of use. ### 11. Nothing great **Rating:** 2.5/5.0 stars **Reviewed by:** Anirudh K. | Graduate Student, Enterprise (> 1000 emp.) **Reviewed Date:** June 21, 2018 **What do you like best about Figaro?** USer interface is smooth and easy to navigate. **What do you dislike about Figaro?** Complexity of use,limited features, not enough community support **What problems is Figaro solving and how is that benefiting you?** Nothing yet ## Figaro Discussions - [What is Figaro used for?](https://www.g2.com/discussions/what-is-figaro-used-for) - [View Figaro pricing details and edition comparison](https://www.g2.com/products/figaro/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-27+18%3A38%3A30+-0500&secure%5Bsession_id%5D=8daa6e0d-f10d-43ad-bfe0-fd523dd41001&secure%5Btoken%5D=909e4eabb1ca69ed4b79778f44bcb80d8cc2db141c8a338d145e939cbc0a22f1&format=llm_user) ## Figaro Features **Integration - Machine Learning** - Integration **Learning - Machine Learning** - Training Data - Actionable Insights - Algorithm ## Top Figaro Alternatives - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) - 4.3/5.0 (521 reviews) - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) - 4.5/5.0 (4,040 reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) - 4.4/5.0 (1,941 reviews)