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 compete in data analytics and machine learning tools. Based on features and pricing, Altair RapidMiner appears to have an advantage due to its accessibility and cost-effectiveness.
Features: Alteryx offers strong data blending and predictive analytics with intuitive drag-and-drop functionality. It is appreciated for its ability to quickly blend large datasets and its seamless integration with tools like Tableau. Alteryx allows for complex workflows without coding, hence speeding up data processing and analysis. Altair RapidMiner excels with its no-code machine learning capabilities, broad support for various file formats, and ease of use for non-coders. It provides automation and integration with other tools, making it a comprehensive platform for data preparation and modeling.
Room for Improvement: Alteryx could improve its visualization features and in-database tools, as well as provide more comprehensive documentation and support for beginners. Users also seek enhanced support structures. Altair RapidMiner should focus on enhancing its user interface and deep learning capabilities. There is also a need for better integration with generative AI and improved support for image processing.
Ease of Deployment and Customer Service: Alteryx supports various deployment options, including on-premises and cloud. While it has a strong community and abundant online resources, its direct technical support can be slow, requiring reliance on internal expertise. Altair RapidMiner offers similar deployment flexibility but emphasizes direct customer support, praised for quick response times, though its initial setup can be complex.
Pricing and ROI: Alteryx is known for its high price, with a standard designer license costing about $5,200 annually, though it delivers significant ROI through time savings and operational efficiencies. Altair RapidMiner's freemium model makes it more accessible, especially for academic uses, and its competitive pricing is appreciated for smaller datasets. Both solutions are considered valuable investments with substantial ROI potential.
| Product | Market Share (%) |
|---|---|
| Alteryx | 12.1% |
| Altair RapidMiner | 9.7% |
| Other | 78.2% |
| Company Size | Count |
|---|---|
| Small Business | 12 |
| Midsize Enterprise | 5 |
| Large Enterprise | 8 |
| Company Size | Count |
|---|---|
| Small Business | 31 |
| Midsize Enterprise | 15 |
| 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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