--- 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 **Vendor:** Conjecture **Category:** [Machine Learning Software](https://www.g2.com/categories/machine-learning) **Average Rating:** 4.3/5.0 **Total Reviews:** 11 ## About Conjecture 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. ## Conjecture Reviews ### 1. Easy to use and manage big data. **Rating:** 5.0/5.0 stars **Reviewed by:** Cansel D. | Assistant It Manager, Enterprise (> 1000 emp.) **Reviewed Date:** September 18, 2023 **What do you like best about Conjecture?** It is readily comprehensible and accesible for developers of all levels. The foremost feature worth highlighing is its user friendliness. It proves to be an outstanding machine learning tool for integration into your projects. **What do you dislike about Conjecture?** Scaling up for extensive data processing can be challenging. There are occasional integration issues with our company`s applications which we hope will be fixed in upcoming updates. **What problems is Conjecture solving and how is that benefiting you?** Conjecture stands out as a Hadoop based machine-leaning tool that I appreciate. My experience with the product has been educational particularly in terms of its proficiency in managing vast datasets and streamlining the creation of workflow solutions whoch saves time and proves highly beneficial. ### 2. Go to machine learning framework **Rating:** 4.5/5.0 stars **Reviewed by:** Diwakar S. | Lead Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 04, 2023 **What do you like best about Conjecture?** Helps in managing the large amounts of data. In my team we have integrated it with Hadoop which makes it easier to handle enormous amount of data and it can be easily connected with ETL procedures. Testing and deploying the model is quite easy. **What do you dislike about Conjecture?** Nothing so far. It's been a great experience. One thing I would like to point out is if more documentations/tutorials are added for each topic it will be great. **What problems is Conjecture solving and how is that benefiting you?** It is very user friendly tool to handle large inputs and works seamlessly. We have used it as a performance scaling tool as well. It works just great. ### 3. Best User friendly and effective ML software that I have used **Rating:** 5.0/5.0 stars **Reviewed by:** Faraz K. | Systems Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** October 06, 2022 **What do you like best about Conjecture?** It is easily understandable and usable to any developer. Ease of use is the most important feature that i would like to mention. Great Machine learning tool to implement in your work. The combination of hadoop and scalding makes it easy to manage large amounts of data. **What do you dislike about Conjecture?** Like I mentioned and recomment that it is the best. Haven't found anything to dislike as I have used it till now. Would like to mention that the user friendlyness could be increased and more people should get to know about this software and its effectiveness. **What problems is Conjecture solving and how is that benefiting you?** It solves my most important problem of handling large amounts of data that I usually have to work with. It also handles multiple inputs and is very flexible. any user won't take much time to get along with the usefulness of Conjecture. ### 4. "Conjecture handles lots of data and builds time-saving workflows." **Rating:** 4.5/5.0 stars **Reviewed by:** Moon A. | Technology Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** July 26, 2022 **What do you like best about Conjecture?** Conjecture is a Hadoop machine learning framework that uses Scalding DSL (DSL). It is an open-source C++ framework in optical character recognition that is modular and extensible (OCR). Its binary classification, which gives each data point one of two possible labels, that's the most advanced part of the Conjecture package. When deploying models, they can be consumed by live web code or the web stack directly via the dataset loader. Conjecture is flexible and can handle multiple inputs. The integration with Hadoop and Scalding makes it simple to manage enormous amounts of data and connect to preexisting ETL procedures. **What do you dislike about Conjecture?** Conjecture is an excellent tool; however, it needs to be made more user-friendly, and there should be additional tutorials. Occasionally, it has problems integrating with my company's software platform. It is the best available; the challenge is figuring out how to incorporate it into our technology best. **What problems is Conjecture solving and how is that benefiting you?** Conjecture is a Hadoop machine-learning tool I like. I've learned much about the product and its handling large amounts of data, and building workflow solutions is time-saving and valuable. The easy-to-use design is intuitive, and the Conjecture helped simplify Scalding DSL processes. ### 5. I have done many surveys on opinion leader app and some other app **Rating:** 4.5/5.0 stars **Reviewed by:** Shubham K. | Associate Manager- IT Sales, Small-Business (50 or fewer emp.) **Reviewed Date:** June 02, 2022 **What do you like best about Conjecture?** It help in understanding the things easily because someone who gives conjecture he/she experienced these things . **What do you dislike about Conjecture?** People put opinion on basis of their experience and whose needs have not fulfilled they gives bad conjencture about that things and effect amny even 90% people likes the software/product, anything. **What problems is Conjecture solving and how is that benefiting you?** It's help me in knowing the product by understanding the review/opinion of people who has experienced the product. ### 6. Conjecture Review **Rating:** 5.0/5.0 stars **Reviewed by:** Usman S. | Software Tester, Small-Business (50 or fewer emp.) **Reviewed Date:** April 14, 2022 **What do you like best about Conjecture?** Conjecture is a machine Learning Tool used in hadoop. I like it very much. The development using this tool is very interesting for me. **What do you dislike about Conjecture?** It is very good tool. But there should be some more tutorial and need more users. **What problems is Conjecture solving and how is that benefiting you?** I use it machine learning Development. ## Conjecture Discussions - [What is Conjecture used for?](https://www.g2.com/discussions/what-is-conjecture-used-for) - [View Conjecture pricing details and edition comparison](https://www.g2.com/products/conjecture/reviews?filters%5Bnps_score%5D%5B%5D=5§ion=pricing&secure%5Bexpires_at%5D=2026-08-12+10%3A58%3A23+-0500&secure%5Bsession_id%5D=1770990f-7150-478d-86f6-1dc84229df22&secure%5Btoken%5D=a6542c8b587b0cd830a20d64e22b13461ffebd18f42e9daef4949870dd7c79e0&format=llm_user) ## Conjecture 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 **Integration - Machine Learning** - Integration - Third-Party Integrations **Learning - Machine Learning** - Training Data - Actionable Insights - Algorithm **Additional Functionality** - Predictive Modeling - Configurable Workflow - Tagging - Data Import/Export - API - Predictive Analytics - Data Visualization - Endpoint Management - Multiple Data Sources - No-Code - Data Preparation - Auditing - Collaboration Tools - Big Data Analytics - ML Algorithm Library - Data Management - Activity Dashboard - Data Capture and Transfer - Activity Tracking - Data Connectors - Data Security - Data Extraction - Reporting & Statistics - Workflow Management - AI Copilot ## Top Conjecture Alternatives - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) - 4.5/5.0 (4,062 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 (1,292 reviews)