Alteryx and Dataiku are contenders in the field of data analytics and machine learning platforms. Based on feature effectiveness and user feedback, Alteryx appears to have the upper hand due to its user-friendly interface and successful integration capabilities.
Features: Alteryx's intuitive drag-and-drop functionality allows users to perform data blending and predictive analytics without requiring coding skills. It integrates effectively with Tableau and supports in-database analytics with SQL Server and Oracle. The solution also supports geographic analysis through its spatial tools. Dataiku facilitates a variety of data science tasks, focusing on machine learning and feature creation, catering to those with some coding ability, and aids comprehensive data preparation.
Room for Improvement: Alteryx users recommend enhancements in data visualization capabilities and better integration with in-database tools. It lacks advanced visualization options compared to some competitors. Dataiku shows difficulty in handling complex data types like text and images and is noted for cumbersome integration with collaboration tools such as GitHub.
Ease of Deployment and Customer Service: Alteryx offers multiple deployment options across on-premises and cloud configurations but sees predominant use in on-premises setups. Customer service reviews highlight an active community, though official support can be slow. Dataiku's limited cloud deployment contrasts with robust on-premises support and an efficient but less detailed support system compared to Alteryx's extensive community resources.
Pricing and ROI: Alteryx's pricing is perceived as high, with noteworthy expenses for licensing and servers, yet users report meaningful ROI due to operational efficiency. Dataiku is less costly than some alternatives but still relatively expensive, delivering substantial ROI for comprehensive data projects.
| Product | Market Share (%) |
|---|---|
| Alteryx | 5.9% |
| Dataiku | 12.3% |
| Other | 81.8% |
| Company Size | Count |
|---|---|
| Small Business | 31 |
| Midsize Enterprise | 14 |
| Large Enterprise | 51 |
| Company Size | Count |
|---|---|
| Small Business | 4 |
| Midsize Enterprise | 1 |
| Large Enterprise | 7 |
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
Dataiku Data Science Studio is acclaimed for its versatile capabilities in advanced analytics, data preparation, machine learning, and visualization. It streamlines complex data tasks with an intuitive visual interface, supports multiple languages like Python, R, SQL, and scales efficiently for large dataset handling, boosting organizational efficiency and collaboration.
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