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 RapidMiner compete in the data analytics and machine learning tools category. Alteryx appears to have an advantage due to its strong data preparation capabilities and integration with platforms like Tableau.
Features: Alteryx offers intuitive data blending and predictive analytics with a codeless interface, appealing to users without programming skills. Its drag-and-drop functionality is highly user-friendly, integrating seamlessly with Tableau. It excels in data preparation and provides robust spatial tools. RapidMiner focuses on no-code machine learning, offering a wide range of algorithms and integration with Python and R. It is known for extensive operator options for advanced analytics and automating data cleaning tasks.
Room for Improvement: Alteryx can improve its visualization capabilities and offer more advanced machine learning models. Users also desire enhanced documentation and better in-database tool integration. RapidMiner's user interface needs refinement, as users find it less intuitive than expected. Improved integration with visualization tools and expanded educational resources would enhance its offering.
Ease of Deployment and Customer Service: Alteryx supports deployment in on-premises, hybrid, and cloud environments but lacks strong cloud deployment support. Its customer service is responsive, bolstered by a strong community, though additional charges for premium support are a concern. RapidMiner primarily supports on-premises deployment with some private cloud options, offering robust support through international partners and an active user community.
Pricing and ROI: Alteryx's licensing is perceived as expensive, with high entry costs that may deter small businesses despite offering high ROI through time-saving and efficiency. RapidMiner's pricing is more accessible, featuring a freemium model for smaller datasets and academic licenses. It provides good value, though business licenses remain on the pricier side, delivering strong ROI when deployed effectively.
| Product | Market Share (%) |
|---|---|
| Alteryx | 8.1% |
| Altair RapidMiner | 7.3% |
| Other | 84.6% |
| Company Size | Count |
|---|---|
| Small Business | 12 |
| Midsize Enterprise | 5 |
| Large Enterprise | 8 |
| Company Size | Count |
|---|---|
| Small Business | 31 |
| Midsize Enterprise | 15 |
| Large Enterprise | 53 |
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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