--- title: Spearmint Reviews meta_title: 'Spearmint Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 14 reviews by the users' company size, role or industry to find out how Spearmint works for a business like yours. aggregate_rating: rating_value: 4.4 review_count: 14 scale: '5' date_modified: '2026-06-21' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Spearmint Reviews **Vendor:** Spearmint **Category:** [Machine Learning Software](https://www.g2.com/categories/machine-learning) **Average Rating:** 4.4/5.0 **Total Reviews:** 14 ## About Spearmint Spearmint is a software package to perform Bayesian optimization that automatically run experiments (thus the code name spearmint) in a manner that iteratively adjusts a number of parameters so as to minimize some objective in as few runs as possible. ## Spearmint Reviews ### 1. A developer's best friend! **Rating:** 4.5/5.0 stars **Reviewed by:** Punit S. | Cloud Engineer, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** July 02, 2023 **What do you like best about Spearmint?** The ease of use of the software clubbed with the intuitive UI is great and helps new users get easily acquainted with it. The out-of-the-box support for multiple coding languages is commendable. Spearmint helps developers debug their code faster and more efficiently. Writing test cases for various machine learning models has become a breeze. **What do you dislike about Spearmint?** All seems great so far. I feel that the documentation can be further improved to add more hands-on content that can be used by developers to get familiar with the software. **What problems is Spearmint solving and how is that benefiting you?** There are many testers who are not well-versed in writing code. However, they are required to write test cases from time to time.The ease of use provided by Spearmint and the ability to write test cases without actually writing a single line of code is what turns out to be very helpful. ### 2. Incredible Experience **Rating:** 4.5/5.0 stars **Reviewed by:** PULKIT D. | Devops Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 05, 2023 **What do you like best about Spearmint?** As a developer, for relentless debugging of code, this is a blessing. The out of the box libraries available for use are brilliant. Not only the ease for testing model but also the interface of the platform is highly interactive, easy to navigate and browny points for the documentations available to refer to. **What do you dislike about Spearmint?** There are now such downsides I have ever faced from this application. However, I can recommend for more options on both library model level as well as the overall interface. **What problems is Spearmint solving and how is that benefiting you?** I have used it for testing of machine learning models I train against various algorithms. And the suggestion mechanism is very strong so even if you're not a syntax pro, it can help you go through smoothly. ### 3. Awesome one **Rating:** 3.5/5.0 stars **Reviewed by:** Sivaraj C. | Search Engine Optimization Analyst (In house SEO), Mid-Market (51-1000 emp.) **Reviewed Date:** June 29, 2023 **What do you like best about Spearmint?** Spearmint enables effortless test writing without any coding expertise. Its user-friendly graphical interface and excellent GraphQL testing capabilities make it stand out. Regarding utilizing result data, Spearmint offers the most straightforward approach compared to other software options. **What do you dislike about Spearmint?** I have no significant complaints about the product. IInitially, I faced difficulties enabling the dark mode, but the customer service promptly contacted me and resolved the issue. It was pretty amusing to witness the process of debugging the debugger! **What problems is Spearmint solving and how is that benefiting you?** Spearmint addresses various model-building challenges by optimizing parameters for optimal machine learning performance. It proves beneficial in resolving numerous business problems by enhancing model outcomes. ### 4. Testing Made Easy **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Program Development | Small-Business (50 or fewer emp.) **Reviewed Date:** June 27, 2023 **What do you like best about Spearmint?** The software is super user-friendly, even beyond the scope of a seasoned developer. It takes debugging to a simpler view and actually makes it fun to correct mistakes in code. Also, it supports a ton of different languages! **What do you dislike about Spearmint?** No true complaints. At first, I struggled to get it to stay in dark mode - but after many failed attempts, customer service contacted me and found the solution. Talk about debugging the debugger lol. **What problems is Spearmint solving and how is that benefiting you?** Was coming across issues where code with GraphQL needed fixing, and with the help of Google - I came across this software, and it helped test our application will work in the way your users interact with it. ### 5. Review of Spearmint **Rating:** 4.5/5.0 stars **Reviewed by:** Ashvani k. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 30, 2023 **What do you like best about Spearmint?** It automatically runs experiments and solves errors in codes. **What do you dislike about Spearmint?** It is easy to use and helps faster model development; I did not experience any demerits in this **What problems is Spearmint solving and how is that benefiting you?** It is adjusting the best parameter for best model building and solving mistakes in code are very useful and time saving. ### 6. Fixing Best parameters to optimize Algorithms **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** December 29, 2022 **What do you like best about Spearmint?** As the name says, Spearmint helps improve our algorithm's performance by adjusting the best parameters in a few run times. It helps to automate code and build the best model for machine learning problems. **What do you dislike about Spearmint?** There is not much dislike about spearmint because it's easy to integrate and valuable for model development. **What problems is Spearmint solving and how is that benefiting you?** Spearmint tries to solve such a big in every model-building issue to adjust the best parameters for getting the best model in machine learning problems. It helps to solve many business problems. ### 7. Spearmint is best choice for optimization **Rating:** 4.5/5.0 stars **Reviewed by:** Najmus S. | Educator, Mid-Market (51-1000 emp.) **Reviewed Date:** January 03, 2023 **What do you like best about Spearmint?** Spearmint has made it so easy to write tests with zero coding knowledge. I like its user-friendly GUI. It has one of the best GraphQL testings, which is a plus point. Out of all software I think Spearmint has the easiest way to use the data from results. **What do you dislike about Spearmint?** I did not find any issues using spearmint as of now. All I can say is that you need to try this software for its unique features. I can, however, like Spearmint to improve its GUI a little more. **What problems is Spearmint solving and how is that benefiting you?** I used Spearmint for Bayes Theorem in our algorithm and tested all the experiments through this. Spearmint Package and installation is very easy. We are having excellent results while using it. ### 8. Testing made easy by Spearmint **Rating:** 3.5/5.0 stars **Reviewed by:** Dave s. | Business Development Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** June 07, 2023 **What do you like best about Spearmint?** Best interface in testing softwares and seamless product with user-friendlydymic conversion. It makes life easy. **What do you dislike about Spearmint?** There was some lag which has been fixed with an update **What problems is Spearmint solving and how is that benefiting you?** Its saving lot of time and we can meet sla ### 9. Speafer **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Mechanical or Industrial Engineering | Enterprise (> 1000 emp.) **Reviewed Date:** January 30, 2023 **What do you like best about Spearmint?** It is very healthy and good for health and keeps the body cool and hydrated. **What do you dislike about Spearmint?** It's taste,for few people they like it for few don't like it bcozz it's taste is too strong. **What problems is Spearmint solving and how is that benefiting you?** It is helping to stomach to keep healthy ### 10. Best to Evaluate Expensive Function & Optimization **Rating:** 4.5/5.0 stars **Reviewed by:** Shubham J. | Google Cloud Data Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 06, 2022 **What do you like best about Spearmint?** Installation & setting up of spearmint is so easy and we can load the results from database and can work on those results with ease. **What do you dislike about Spearmint?** I did not find anything to dislike in spearmint, it evaluates the mathematical structure of program easily. **What problems is Spearmint solving and how is that benefiting you?** As we used Bayes Theorem in our algorithm and to test our experiments we have used Spearmint Package and installed it for our use, and installing and set up of spearmint is too easy. ### 11. Testing without Coding Knowledge **Rating:** 5.0/5.0 stars **Reviewed by:** Aman J. | Professor, Mid-Market (51-1000 emp.) **Reviewed Date:** May 26, 2022 **What do you like best about Spearmint?** Best: + GUI is best + UI/UX in dark mode + Best GraphQL Testing **What do you dislike about Spearmint?** As of now, I found nothing to dislike, it is best one. **Recommendations to others considering Spearmint:** Spearmint is highly recommended. **What problems is Spearmint solving and how is that benefiting you?** First of all, it requires zero knowledge of coding to run the experiments ### 12. Testing using Speramint **Rating:** 3.5/5.0 stars **Reviewed by:** Ashrith G. | Data analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** May 16, 2022 **What do you like best about Spearmint?** The user interface is the best. I think it is best in the field. **What do you dislike about Spearmint?** The GUI is good, but the options is has are limited. **What problems is Spearmint solving and how is that benefiting you?** Easy to use libraries to import functions. ### 13. Runs tests without zero coding knowledge. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** May 06, 2022 **What do you like best about Spearmint?** The simple way to write test and easiest way to use the data for it. **What do you dislike about Spearmint?** Dint find any issues as of now. the optimization works fine. **Recommendations to others considering Spearmint:** Best one to GraphQL testing **What problems is Spearmint solving and how is that benefiting you?** The user-friendly GUI helps save a lot of time doing the test and automatically optimizes the user inputs into test codes. ### 14. Easy Optimization **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Entertainment | Small-Business (50 or fewer emp.) **Reviewed Date:** June 25, 2018 **What do you like best about Spearmint?** The aesthetics of the software made it easy to use and the formatting of read-outs were conducive to my learning structure. **What do you dislike about Spearmint?** There was nothing I disliked about it! **What problems is Spearmint solving and how is that benefiting you?** I am pleased with the mathematical structure of the program, it makes running my experiments efficient and organized. ## Spearmint Discussions - [What is Spearmint used for?](https://www.g2.com/discussions/what-is-spearmint-used-for) - 1 comment - [View Spearmint pricing details and edition comparison](https://www.g2.com/products/spearmint/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-30+02%3A42%3A51+-0500&secure%5Bsession_id%5D=c8c9f1be-9c8a-4957-92f0-8fa2305689fe&secure%5Btoken%5D=47618e5483a35c8d6785f4b5d33577b849f1680f63ef15343acb9b0a8276fecf&format=llm_user) ## Spearmint Features **Integration - Machine Learning** - Integration **Learning - Machine Learning** - Training Data - Actionable Insights - Algorithm ## Top Spearmint Alternatives - [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) - [Phrase](https://www.g2.com/products/phrase-phrase/reviews) - 4.5/5.0 (1,277 reviews)