--- title: Altair Knowledge Studio Reviews meta_title: 'Altair Knowledge Studio Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how Altair Knowledge Studio works for a business like yours. aggregate_rating: rating_value: 4.0 review_count: 5 scale: '5' date_modified: '2026-02-17' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # Altair Knowledge Studio Reviews **Vendor:** Altair **Category:** [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics) **Average Rating:** 4.0/5.0 **Total Reviews:** 5 ## About Altair Knowledge Studio Advanced Machine Learning and Artificial Intelligence Data scientists and business analysts use Altair to generate actionable insight from their data. Knowledge Studio is a market-leading easy to use machine learning and predictive analytics solution that rapidly visualizes data as it quickly generates explainable results - without requiring a single line of code. A recognized analytics leader, Knowledge Studio brings transparency and automation to machine learning with features such as AutoML and Explainable AI without restricting how models are configured and tuned, giving you control over model building. Key Features: - No Code Machine Learning Modeling - Transparent, Explainable AI - Predictive to Prescriptive Analytics ## Altair Knowledge Studio Reviews ### 1. An Unfulfilling Experience of Limitations and Shortcomings **Rating:** 1.0/5.0 stars **Reviewed by:** Morven F. | Chief Marketing Officer, Financial Services, Small-Business (50 or fewer emp.) **Reviewed Date:** November 20, 2023 **What do you like best about Altair Knowledge Studio?** The interface of Altair Knowledge Studio requires improvements in terms of its look and feel. It lacks in data manipulation capabilities such as a filter button to enhance the user experience. The process of changing data types and performing calculations is time consuming. **What do you dislike about Altair Knowledge Studio?** Although Altair Knowledge Studio has its strengths there are areas where it can be enhanced. One aspect that needs improvement is the intuitiveness of the interface for users whore new to the software. The lack of analysis capabilities limits its potential for data mining tasks. Not having real time collaboration features hampers team productivity. **What problems is Altair Knowledge Studio solving and how is that benefiting you?** Altair Knowledge Studio increases our business problems regarding data analysis. Its predictive analytics capabilities retain our decision-making process resulting in imprudence. The interface is not user friendly so difficult to use. Our team is unable to explore and utilize data. It requires manual interventions. The dataset duplication issue is also its dislike. ### 2. The best data mining tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** November 04, 2019 **What do you like best about Altair Knowledge Studio?** I love the ease of use with granularity of an advance user. Building chaid tree was very insightful for generating rock solid business rules. **What do you dislike about Altair Knowledge Studio?** The UI could be improved for overall look and feel. **What problems is Altair Knowledge Studio solving and how is that benefiting you?** Data Mining ### 3. Excellent Tool for Fast Analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 15, 2019 **What do you like best about Altair Knowledge Studio?** I like how you can do fast analysis for complex projects. I helps iterative processes such as trying different variables in the model and view results easily. The interactive decision trees is a most for analytics companies **What do you dislike about Altair Knowledge Studio?** It needs more data manipulation capabilities, for example a filter button instead of using a strategy tree or a partition **Recommendations to others considering Altair Knowledge Studio:** The interactive decision trees is a most, and this tool provides a solid solutions **What problems is Altair Knowledge Studio solving and how is that benefiting you?** Client and internal delivery analytics projects, from modelling to descriptive exploratory analysis ### 4. Must have tool for analytics!! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2019 **What do you like best about Altair Knowledge Studio?** The Knowledge Studio does complex activities at a click of button. It also offers an extremely friendly interface for analysis. **What do you dislike about Altair Knowledge Studio?** Some manual interventions required for changing datatypes of fields after import and time taken for certain calculations could be improved . **Recommendations to others considering Altair Knowledge Studio:** It will immensely cut your time of model building! **What problems is Altair Knowledge Studio solving and how is that benefiting you?** Currently I am building risk models to improve bank’s collections. ### 5. Angoss Experience **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.) **Reviewed Date:** February 21, 2019 **What do you like best about Altair Knowledge Studio?** Angoss decision tree is very easy to use and implement. The interface is understandable for a beginner with great support documents. **What do you dislike about Altair Knowledge Studio?** Dislike that there is a lot of dataset duplication with increase in nodes attached. **Recommendations to others considering Altair Knowledge Studio:** It is highly recommended. Nice product **What problems is Altair Knowledge Studio solving and how is that benefiting you?** Risk modelling. We have achieved robust models with high discrimination power. ## Altair Knowledge Studio Discussions - [What is Altair Knowledge Studio used for?](https://www.g2.com/discussions/what-is-altair-knowledge-studio-used-for) - [View Altair Knowledge Studio pricing details and edition comparison](https://www.g2.com/products/altair-knowledge-studio/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-24+13%3A48%3A32+-0500&secure%5Bsession_id%5D=fbebfeeb-73b4-4e0f-984b-854ce1e5b96a&secure%5Btoken%5D=d1a1be3a88da833c9e9876ce9ab948514ed82d13e9b881168ed70b57674dbf05&format=llm_user) ## Altair Knowledge Studio Features **System** - Data Ingestion & Wrangling **Statistical Tool** - Scripting - Data Mining - Algorithms **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Model Development** - Feature Engineering **Data Analysis** - Analysis - Data Interaction **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification **Deployment** - Managed Service - Application - Scalability **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making ## Top Altair Knowledge Studio Alternatives - [MATLAB](https://www.g2.com/products/matlab/reviews) - 4.5/5.0 (749 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (813 reviews) - [Posit Team](https://www.g2.com/products/posit-team/reviews) - 4.5/5.0 (564 reviews)