Nov 02, 2023
I'd suggest checking out the new Actable AI as well. It has a better AutoML and a lot more advanced features like Causal ML.
Alteryx and Altair RapidMiner both compete in the data analytics and machine learning category. While Alteryx offers a strong data blending capability catering to non-programmers, Altair RapidMiner provides a comprehensive GUI solution with advanced machine learning integrations. Based on features and deployment options, Alteryx seems to have an edge with its intuitive drag-and-drop workflow simplification.
Features: Alteryx provides an intuitive drag-and-drop interface that simplifies workflow creation. It enables data blending from various sources and integrates seamlessly with Tableau for visualization. Its codeless approach caters to both beginners and advanced users, supporting extensive data connections and outputs. Altair RapidMiner offers a robust GUI that allows non-coders to execute complex analytics. The solution includes machine learning models and supports various data formats, making it easy to clean and prepare data for analysis.
Room for Improvement: Alteryx could enhance its native visualization capabilities to reduce reliance on third-party tools like Tableau. Additionally, its high pricing and cloud integration need refinement for broader accessibility. Altair RapidMiner can improve its deep learning models and visualization capabilities, especially for new users. Both platforms encounter pricing challenges, alongside demands for user-friendly interfaces and comprehensive educational resources.
Ease of Deployment and Customer Service: Alteryx offers flexible deployment options across on-premises and cloud environments, supplemented by a strong community and technical support. However, its support ticket handling could further enhance user experience. Altair RapidMiner similarly provides deployment flexibility and community-driven solutions, with reliable service. Both platforms can improve in direct support interactions, emphasizing customer relations.
Pricing and ROI: Alteryx is considered expensive, with a licensing model that may not suit smaller organizations. Despite this, its significant ROI from time-saving features and efficient workflows justifies the investment. Altair RapidMiner offers a more cost-effective freemium model, especially in educational settings. It stands out for its value compared to competitors, offering comprehensive analytics capabilities while highlighting cost-to-value relationships and effectively catering to different market segments.
| Product | Market Share (%) |
|---|---|
| Alteryx | 15.0% |
| Altair RapidMiner | 11.5% |
| Other | 73.5% |
| Company Size | Count |
|---|---|
| Small Business | 12 |
| Midsize Enterprise | 5 |
| Large Enterprise | 8 |
| Company Size | Count |
|---|---|
| Small Business | 31 |
| Midsize Enterprise | 14 |
| Large Enterprise | 51 |
Altair RapidMiner is a leading platform for data science and machine learning, offering a user-friendly interface with powerful tools for predictive analytics. It supports integration with APIs, Python, and cloud services for streamlined workflow creation.
RapidMiner provides an efficient data science environment featuring drag-and-drop functionality, automation tools, and a wide array of algorithms, making it adaptable for novices and experts alike. Users benefit from easy data preparation and analysis alongside robust support from a vibrant community. Challenges include better onboarding and deep learning model accessibility, alongside calls for enhanced image processing and large language model integration.
What features make Altair RapidMiner stand out?Altair RapidMiner is extensively used in business and academia, facilitating tasks like predictive analytics, segmentation, and deployment. In education, it supports data science teaching and research, while in industries such as telecom, banking, and healthcare, it's used for data mining, decision trees, and market analysis.
Alteryx can be used to speed up or automate your business processes and enables geospatial and predictive solutions. Its platform helps organizations answer business questions quickly and efficiently, and can be used as a major building block in a digital transformation or automation initiative. With Alteryx, you can build processes in a more efficient, repeatable, and less error-prone way. Unlike other tools, Alteryx is easy to use without an IT background. The platform is very robust and can be used in virtually any industry or functional area.
With Alteryx You Can:
Alteryx Features Include:
Some of the most valuable Alteryx features include:
Scalability, stability, flexibility, fast performance, no-code analytics, data processing, business logic wrapping, scheduling, ease of use, data blending from different platforms, geo-referencing, good customization capabilities, drag and drop functionality, intuitive user interface, connectors, machine learning, macros, simple GUI, integration with Python, good data transformation, good documentation, multiple database merging, and easy deployment.
Alteryx Can Be Used For:
Alteryx Benefits
Some of the benefits of using Alteryx include
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Reviews from Real Users
"Automation is the most valuable aspect for us. The ability to wrap business logic around the data is very helpful." - Theresa M., Senior Capacity Planner at a financial services firm
"Alteryx has made us more agile and increased the speed and effectiveness of decision making." - Richard F., Director, Digital Experience & Media at Qdoba Restaurant Corporation
"The scheduling feature for the automation is excellent." - Data Analytics Engineer at a tech services company
"The product is very stable and super fast, five-star. It's significantly more stable than its nearest competitor." - Director at a non-tech company
“A complete solution with very good user experience and a nice user interface.” - Solutions Consultant at a tech services company
"There are a lot of good customization capabilities." - Advance Analytics PO at a pharma/biotech company
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