Dataiku vs WebFOCUS

Last Updated:

Our analysts compared Dataiku vs WebFOCUS based on data from our 400+ point analysis of Big Data Analytics Tools, user reviews and our own crowdsourced data from our free software selection platform.

WebFOCUS Software Tool

Product Basics

Dataiku is a powerful data analytics platform designed to empower organizations with data-driven insights and machine learning capabilities. It offers a comprehensive suite of features, including data integration, preparation, and advanced machine learning, all within a user-friendly interface. Dataiku facilitates collaboration among data professionals and business users, streamlining the data analytics process. Its AutoML capabilities simplify machine learning model development, making it accessible to users with varying levels of expertise. Real-time insights and scalability are key benefits, allowing organizations to make timely decisions and adapt to changing data requirements. Despite some learning curve challenges, Dataiku remains a favored choice for medium and large businesses seeking robust data analytics solutions.
read more...
WebFOCUS is a comprehensive data management and analytics platform that enables organizations to access, transform, visualize, and distribute data across multiple platforms. It's particularly well-suited for enterprises with large, complex datasets and a need for robust reporting and analytics capabilities. Key benefits include its ability to unify disparate data sources, create interactive dashboards and visualizations, and automate data-driven workflows. Popular features include its drag-and-drop report builder, self-service data exploration tools, and integration with various business intelligence applications. User experiences generally praise its ease of use, scalability, and ability to handle diverse data types. Pricing is typically based on the number of users, data sources, and required features, with options for both on-premise and cloud-based deployments.

Pros
  • Easy to use interface
  • Handles large datasets
  • Diverse data source integration
  • Customizable reports and dashboards
  • Scalable for enterprise needs
Cons
  • Occasional performance issues
  • Limited out-of-the-box visualizations
  • Upgrades can be complex
  • UI may feel outdated to some
  • Learning curve for advanced features
read more...
$4,000 Monthly
Get a free price quote
Tailored to your specific needs
$50/Three Concurrent Users, Annually
Free Trial is unavailable →
Get a free price quote
Tailored to your specific needs
Small 
i
Medium 
i
Large 
i
Small 
i
Medium 
i
Large 
i
Windows
Mac
Linux
Android
Chromebook
Windows
Mac
Linux
Android
Chromebook
Cloud
On-Premise
Mobile
Cloud
On-Premise
Mobile

Product Assistance

Documentation
In Person
Live Online
Videos
Webinars
Documentation
In Person
Live Online
Videos
Webinars
Email
Phone
Chat
FAQ
Forum
Knowledge Base
24/7 Live Support
Email
Phone
Chat
FAQ
Forum
Knowledge Base
24/7 Live Support

Product Insights

  • Advanced Data Preparation: Dataiku offers powerful data preparation tools, allowing users to clean, transform, and enrich data easily. This ensures that data is ready for analysis and modeling.
  • Collaborative Environment: Dataiku provides a collaborative workspace where data scientists, analysts, and business users can work together seamlessly, fostering cross-functional teamwork.
  • Scalable Machine Learning: With Dataiku, organizations can build, deploy, and monitor machine learning models at scale. This empowers data-driven decision-making across the enterprise.
  • AutoML Capabilities: Dataiku's AutoML functionality automates the model selection and hyperparameter tuning process, making it easier for users to create accurate machine learning models.
  • Visual Data Exploration: Users can visually explore data, gaining valuable insights through interactive charts and graphs, simplifying the process of uncovering trends and patterns.
  • Model Deployment: Dataiku streamlines the deployment of machine learning models into production, ensuring that insights generated from data are put into action efficiently.
  • Data Governance: Dataiku offers robust data governance features, including data lineage, access controls, and auditing, to maintain data quality and compliance.
  • Automated Reporting: Users can create automated reports and dashboards to share insights with stakeholders, saving time and ensuring data-driven decisions are accessible to all.
  • Flexible Integration: Dataiku seamlessly integrates with a variety of data sources and tools, making it adaptable to existing data ecosystems and technologies.
  • Interpretable AI: Dataiku places a strong emphasis on model explainability, helping users understand why AI models make specific predictions, enhancing trust and transparency.
read more...
  • Ease of Use: Everyone can access and derive rich insights and helpful information from enterprise data through an intuitive GUI with drag-and-drop ease. Increase adoption and encourage self-service data exploration at all levels of technical knowledge.
  • Make Better Decisions: Empower smarter, more consistent and more accurate proactive decision-making throughout the organization.
  • Faster Time to Insight: Streamline data workflows and analytics processes and efficiently access the most relevant insights through a personalized, interactive home page and enhanced content search.
  • Scalable: Deploy to millions and customize the solution to business needs. Scale up or down, enjoy regular updates and maintain security through the cloud.
  • IT Friendly: Easily deployable and connectable with internal IT resources, with accelerated upgrades. 
  • On-the-Go Information: Stay connected to data through its native mobile app and browser-accessible platform.
  • Strong Vendor Support: The vendor has earned several awards in recent years for its dedication to customer success through professional and friendly service.
  • Free Trial: Request a free 14-day trial of the product through the vendor’s website.
read more...
  • Data Integration: Dataiku offers seamless data integration capabilities, allowing users to connect to various data sources, import data, and prepare it for analysis.
  • Machine Learning Studio: Users can build, train, and deploy machine learning models in a user-friendly visual interface, streamlining the data science workflow.
  • Data Preparation: Dataiku provides robust data preparation tools, enabling users to clean, transform, and enrich data efficiently for analysis.
  • AutoML: The AutoML functionality automates model selection and hyperparameter tuning, simplifying the process of creating accurate machine learning models.
  • Collaboration Hub: Dataiku offers a collaborative environment where data scientists, analysts, and business users can work together on data projects.
  • Model Deployment: Users can easily deploy machine learning models into production, ensuring that insights generated from data are put into action.
  • Visual Data Exploration: Dataiku enables users to visually explore data through interactive charts and graphs, facilitating data discovery and insights.
  • Data Governance: The platform includes robust data governance features, such as data lineage, access controls, and auditing, ensuring data quality and compliance.
  • Automated Reporting: Users can create automated reports and dashboards to share insights with stakeholders, streamlining communication.
  • Scalability: Dataiku is designed to scale with an organization's data needs, making it suitable for both small teams and large enterprises.
read more...
  • App Studio: Develop customized applications called InfoApps that analyze data and generate insights for end-users. Supported features include data visualization, reporting, drill-downs and more. 
  • Data Visualization: Turn data into content with eye-catching data visualizations. Create and customize a variety of charts that highlight meaningful trends.
  • Pages: Organize visual content and information into interactive, responsive pages that function as dashboards. Drag and drop items onto the canvas and create compelling data stories 
  • BI Portal: Build a complete, modern website that displays key information in one place with zero-training accessibility. Encourage self-service data discovery through drill-down, filters and more. Enable a custom sign-in page for the company.
  • Home Page: Easily navigate to the tools, functions and features used most, with a personalized landing page that displays favorites, last viewed items and more, based on recent activity.
  • Data Management: Streamline data access and data management. Connect to various data sources — including big data — upload and modify files and prepare it for future analysis, all from a single environment. Improves data quality with various data preparation enhancements.
  • Reporting: Create highly complex reports from any enterprise data source. Automate scheduled report distribution to anyone within or outside the organization.
  • In-Document Analysis: Interact with analytics with an integrated, in-document engine that supports data sets and functions similar to Excel. Brought together in singular HTML 5 pages that are accessible even without an internet connection. 
  • Security: Leverage a variety of tools and controls for administering and securing the platform, including role-based access control and granular level security options.
  • Mobile: Run reports, analyses and dashboards from any corporate data source on iOS and Android devices. The native mobile app supports familiar, touch-based gestures for smooth navigation. Find, retrieve and share content, whether online or offline.
read more...

Product Ranking

#26

among all
Big Data Analytics Tools

#50

among all
Big Data Analytics Tools

Find out who the leaders are

Analyst Rating Summary

91
we're gathering data
96
we're gathering data
84
we're gathering data
98
we're gathering data
Show More Show More

Analyst Ratings for Functional Requirements Customize This Data Customize This Data

Dataiku
WebFOCUS
+ Add Product + Add Product
Augmented Analytics Computer Vision And Internet Of Things (IoT) Dashboarding And Data Visualization Data Management Data Preparation Geospatial Visualizations And Analysis Machine Learning Mobile Capabilities Platform Capabilities Reporting 96 84 98 100 71 98 0 96 0 25 50 75 100
96%
0%
4%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A
75%
0%
25%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A
100%
0%
0%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A
100%
0%
0%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A
100%
0%
0%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A
71%
0%
29%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A
93%
7%
0%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A
0%
0%
100%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A
100%
0%
0%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A
86%
14%
0%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A

Analyst Ratings for Technical Requirements Customize This Data Customize This Data

100%
0%
0%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A
86%
0%
14%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A
86%
7%
7%
we're gathering data
N/A
we're gathering data
N/A
we're gathering data
N/A

User Sentiment Summary

Excellent User Sentiment 7 reviews
Great User Sentiment 439 reviews
91%
of users recommend this product

Dataiku has a 'excellent' User Satisfaction Rating of 91% when considering 7 user reviews from 1 recognized software review sites.

87%
of users recommend this product

WebFOCUS has a 'great' User Satisfaction Rating of 87% when considering 439 user reviews from 5 recognized software review sites.

n/a
4.5 (14)
n/a
4.4 (158)
4.57 (7)
4.5 (170)
n/a
4.3 (65)
n/a
3.2 (32)

Awards

SelectHub research analysts have evaluated Dataiku and concluded it earns best-in-class honors for Augmented Analytics. Dataiku stands above the rest by achieving an ‘Excellent’ rating as a User Favorite.

User Favorite Award
Augmented Analytics Award

we're gathering data

Synopsis of User Ratings and Reviews

Comprehensive Feature Set: Users appreciate Dataiku's wide range of features, from data preparation to advanced machine learning, enabling end-to-end data analytics.
Intuitive Interface: Dataiku's user-friendly interface receives praise for its ease of use, making it accessible to both data professionals and business users.
Effective Collaboration: Many users find Dataiku's collaborative environment conducive to teamwork, facilitating cross-functional collaboration on data projects.
Scalability: Dataiku's scalability is highly regarded, making it suitable for small teams and large enterprises, adapting to evolving data requirements.
AutoML Capabilities: Users value Dataiku's AutoML functionality, which simplifies machine learning, making it accessible to users with varying levels of expertise.
Real-Time Insights: Dataiku's ability to provide real-time insights is a significant benefit, enabling timely decision-making based on up-to-date data.
Data Governance: Dataiku's robust data governance features are highly regarded, helping maintain data quality and ensuring compliance with regulations.
Community and Support: Users appreciate the Dataiku community and support resources, which provide valuable assistance and guidance.
Integration Capabilities: Many users highlight Dataiku's seamless integration with other tools and systems, enhancing their data workflows.
Transparency and Explainability: Dataiku's focus on model transparency and explainability is praised, enhancing trust in machine learning models.
Show more
Support: All of the users who mentioned the vendor’s support praised their responsive, helpful support team and dedication to customer success.
Reporting: Around 96% of users who mentioned reporting said that this tool works well for report creation and scheduled distribution.
Data Visualization: About 90% of users who reviewed the tool for data visualization said that it excels in dashboard and chart creation.
Functionality: This is a robust, feature-rich tool with a great degree of flexibility and frequent updates, according to around 76% of users who reviewed the tool’s functionality.
Ease of Use: According to about 63% of users who reviewed the platform’s ease of use, its intuitive drop-and-drop interface simplifies data analysis and visualization.
Show more
Steep Learning Curve: Some users find Dataiku's learning curve to be relatively steep, particularly for those new to data science and machine learning.
Resource Intensive: Running complex operations and large-scale data processing in Dataiku can be resource-intensive, potentially requiring substantial computing power.
Costly Licensing: The cost of Dataiku's licensing can be a concern for small organizations or startups with limited budgets.
Limited Free Version: The free community edition of Dataiku has limitations in terms of features and scalability, which may not meet the needs of larger enterprises.
Integration Challenges: Some users encounter challenges when integrating Dataiku with certain legacy systems or non-standard data sources, requiring additional effort and customization.
Dependency on Data Quality: The effectiveness of Dataiku's analysis and modeling heavily relies on the quality of input data, which can be a challenge if data is not well-maintained.
Customization Complexity: Highly customized data workflows may require a deeper understanding of the platform, potentially making customization more complex.
Real-Time Processing: Dataiku may not be the ideal choice for applications requiring real-time data processing, as it primarily focuses on batch processing.
Competitive Market: Dataiku operates in a competitive market with various alternatives, making it essential for users to evaluate if it aligns with their specific needs and budget.
Security Concerns: While Dataiku offers security features, organizations handling highly sensitive data may need additional security measures to meet compliance standards.
Show more
User Interface: Of the users who mentioned this solution’s UI, approximately 87% said that it looks outdated, especially compared to those of competitors.
Cost: About 83% of users who reviewed it for price said that this solution is expensive, especially when considering add-on modules.
Performance: All of the users who reviewed the platform’s performance and speed mentioned bugs, lag and crashes, among other issues.
Learning Curve: It takes some time to learn this platform, according to about 60% of users who reviewed its learning curve.
Show more

User reviews for Dataiku reveal a mixed sentiment, with notable strengths and weaknesses. Users appreciate Dataiku's comprehensive feature set, user-friendly interface, and its effectiveness in facilitating collaboration among diverse teams. Scalability is another advantage, making it suitable for various organizational sizes. AutoML capabilities and real-time insights are well-received for their accessibility and timeliness. However, several users express concerns about a steep learning curve, especially for newcomers to data science. The platform's resource-intensive nature can be challenging, and the cost of licensing may be a barrier for smaller organizations. Some users find limitations in the free community edition and face integration challenges with legacy systems or non-standard data sources. Data quality dependency and customization complexity are other reported cons. Dataiku is often compared to similar products in a competitive market, and users stress the importance of evaluating it against specific needs and budgets. Security-conscious organizations may need additional measures when handling sensitive data. Despite its limitations, Dataiku maintains a strong user base due to its robust feature set and collaborative capabilities, enabling data-driven decision-making in various industries.

Show more

WebFOCUS offers a feature-rich business intelligence data and analytics platform that unlocks actionable insights and the power of decision-making for users throughout an organization. Rated highly for ease of use by most reviewers, it empowers self-service data discovery with a user-friendly UI that enables drag-and-drop data analysis and visualization; some users noted that this UI looks outdated, especially compared to those of competitors. The platform offers a wide range of prebuilt data visualizations that users can further customize if necessary. This platform excels at creating and designing reports, then distributing them either at-will or through the automated scheduling tool, as noted by a majority of users who reviewed reporting. Most notably, the platform has an outstanding support team - all of the users who reviewed its support expressed satisfaction with their proactive, responsive assistance, citing the vendor’s dedication to the success of their customers as notably apparent. Customers can tailor the platform to their needs, as its flexibility allows for customized solutions. Frequent updates add value over time, though some users remarked that these sometimes break features from older versions. Other performance issues noted in reviews include lags when performing complex queries, infrequent crashes, slow load times and issues when accessing the platform from specific devices or browsers. While easy to pick up and use, especially for the end-user, some reviewers said that there is a learning curve to master the many features of this tool — a few users noted that this learning curve lasted a few months for some team members in their organizations. Overall, WebFOCUS is a worthy pick for self-service data visualization and reporting, especially in the hands of an organization willing to invest the resources and time to make it shine.

Show more

Screenshots

we're gathering data

Top Alternatives in Big Data Analytics Tools


Alteryx

Azure Synapse Analytics

H2O.ai

IBM Watson Studio

KNIME

Looker Studio

Oracle Analytics Cloud

Qlik Sense

RapidMiner

SageMaker

SAP Analytics Cloud

SAS Viya

Spotfire

Tableau

WE DISTILL IT INTO REAL REQUIREMENTS, COMPARISON REPORTS, PRICE GUIDES and more...

Compare products
Comparison Report
Just drag this link to the bookmark bar.
?
Table settings