--- title: Conjecture Reviews meta\_title: 'Conjecture Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 11 reviews by the users' company size, role or industry to find out how Conjecture works for a business like yours. aggregate\_rating: rating\_value: 4.3 review\_count: 11 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Conjecture Reviews & Product Details Conjecture is a framework for building machine learning models in Hadoop using the Scalding DSL that enable the development of statistical models as viable components in a wide range of product settings. * * * Seller [Conjecture](https://www.g2.com/sellers/conjecture) Discussions [Conjecture Community](https://www.g2.com/products/conjecture/discuss) Show More ## Top-Rated Alternatives [ ![Automation Anywhere Agentic Process Automation](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Automation Anywhere Agentic Process Automation") Automation Anywhere Agentic Process Automation 4.5/5(5,623) ](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) [ ![Demandbase One](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Demandbase One") Demandbase One 4.4/5(1,988) ](https://www.g2.com/products/demandbase-one/reviews) [ ![Phrase](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Phrase") Phrase 4.5/5(1,307) ](https://www.g2.com/products/phrase-phrase/reviews) [ View All Alternatives ](https://www.g2.com/products/conjecture/competitors/alternatives) ## User Insights Average based on 11 real user reviews. [Log in to unlock pricing and user insights](/login) ![Yash R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Yash R.") YR Yash R. Full Stack Developer Small-Business (50 or fewer emp.) 2/3/2023 "One of the best machine learning framework !" 4/5 What do you like best about Conjecture? Conjecture helped us in many ways, from scaling the model in the production environment to enhancing performance. Also, it helped our team with a collaborative environment to work together, test, and deploy the model. It also provides excellent integration with popular ML libraries like scikit-learn and tensorflow. Also, version control for models and data worked like a charm! Review collected by and hosted on G2.com. What do you dislike about Conjecture? There is nothing much to dislike, but previously the repository was public on GitHub, but now it's read-only and archived. But it workes seamlessly ! Review collected by and hosted on G2.com. What problems is Conjecture solving and how is that benefiting you? we are using conjecture framework for scale the performance of the app in production, also using this as collaborative tool . Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Consumer Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Consumer Services") UC Verified User in Consumer Services Small-Business (50 or fewer emp.) 4/10/2023 "Provides a good machine learning framework." 4/5 What do you like best about Conjecture? It's has given an easy and understandable framework to use. Ease of use and combination of hadoop and scalding is the best feature that I would like to mention. It helps in mangaing big amount of data. Review collected by and hosted on G2.com. What do you dislike about Conjecture? Ot is amazing to work with though it sometime kind of gets difficult to incorporate with company's technology. To solve this easier and simpler tutorial should be provided. Review collected by and hosted on G2.com. What problems is Conjecture solving and how is that benefiting you? Conjecture helps in easier management of large amount of data. It is quite flexible and handles inputs very smoothly. Also, its very user friendly. In thos way it saves you a lot of time. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Shivangi B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shivangi B.") SB Shivangi B. COO Small-Business (50 or fewer emp.) 4/12/2022 "Hadn't expected this much of easiness while using" 4/5 What do you like best about Conjecture? The user-friendly overall design won't take you long to get its hang. I got to know about it through my colleague. Firstly I didn't give it much thought but once I used it there is no going back. Review collected by and hosted on G2.com. What do you dislike about Conjecture? There should be more PR of this as very few know about it. Also, a few tutorials won't harm and will come in handy during the delegation Review collected by and hosted on G2.com. Recommendations to others considering Conjecture: Definitely try it once you won't regret it. Review collected by and hosted on G2.com. What problems is Conjecture solving and how is that benefiting you? Handling large amounts of data and building workflow solutions is time-saving and can have multiple uses. We are certainly more productive, but a lot still can be done through the server's side. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Ashish A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ashish A.") AA Ashish A. Growth Manager Small-Business (50 or fewer emp.) 3/17/2022 "Easy to Use" 4/5 What do you like best about Conjecture? Back in 2018, there were limited ML software to be used with Scalding DSL so conjecture proved itself it to be very handy during the difficult processes. I think it stands some points against competition Review collected by and hosted on G2.com. What do you dislike about Conjecture? Large scaling and working with heavy data volumes is quite hard. It sometimes gives issues with integrating with my company's application. I would like to see more updates in 2022 Review collected by and hosted on G2.com. Recommendations to others considering Conjecture: Its bit hard at beginning but you will get hang of it Review collected by and hosted on G2.com. What problems is Conjecture solving and how is that benefiting you? I was working with classifiers using conjecture in my company's application. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Questions about Conjecture? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about Conjecture ](https://www.g2.com/products/conjecture/discussions/new) GU Guest User What is Conjecture used for? 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/what-is-conjecture-used-for) [ View all Discussions ](https://www.g2.com/products/conjecture/discuss) ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. [ View More Pricing Information ](https://www.g2.com/products/conjecture/pricing) ## Work at Conjecture? Claim this profile to respond to reviews, update product info, and reach in-market buyers. 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