Anaconda vs. ibi WebFOCUS

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Anaconda
Score 8.7 out of 10
N/A
Anaconda provides access to the foundational open-source Python and R packages used in modern AI, data science, and machine learning. These enterprise-grade solutions enable corporate, research, and academic institutions around the world to harness open-source for competitive advantage and research. Anaconda also provides enterprise-grade security to open-source software through the Premium Repository.
$0
per month
ibi WebFOCUS
Score 7.0 out of 10
N/A
The ibi™ WebFOCUS® product is an enterprise business intelligence and analytics solution equipped with data management, visual discovery, predictive analytics, and visualizations. Combining these capabilities and data science in one unified containerized platform, the WebFOCUS® solution can be used to make data-driven decisions across the enterprise and provide reports, dashboards, and customer-facing applications at scale.N/A
Pricing
Anacondaibi WebFOCUS
Editions & Modules
Free Tier
$0
per month
Starter Tier
$9
per month
Business Tier
$50
per month per user
Enterprise Tier
60.00+
per month per user
No answers on this topic
Offerings
Pricing Offerings
Anacondaibi WebFOCUS
Free Trial
NoNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
YesNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
Anacondaibi WebFOCUS
Top Pros

No answers on this topic

Top Cons

No answers on this topic

Features
Anacondaibi WebFOCUS
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Anaconda
9.4
24 Ratings
11% above category average
ibi WebFOCUS
-
Ratings
Connect to Multiple Data Sources9.822 Ratings00 Ratings
Extend Existing Data Sources8.923 Ratings00 Ratings
Automatic Data Format Detection9.621 Ratings00 Ratings
MDM Integration9.614 Ratings00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Anaconda
9.2
24 Ratings
9% above category average
ibi WebFOCUS
-
Ratings
Visualization9.624 Ratings00 Ratings
Interactive Data Analysis8.923 Ratings00 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Anaconda
9.4
25 Ratings
13% above category average
ibi WebFOCUS
-
Ratings
Interactive Data Cleaning and Enrichment8.823 Ratings00 Ratings
Data Transformations9.625 Ratings00 Ratings
Data Encryption9.719 Ratings00 Ratings
Built-in Processors9.520 Ratings00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Anaconda
9.3
23 Ratings
9% above category average
ibi WebFOCUS
-
Ratings
Multiple Model Development Languages and Tools9.622 Ratings00 Ratings
Automated Machine Learning8.821 Ratings00 Ratings
Single platform for multiple model development8.923 Ratings00 Ratings
Self-Service Model Delivery9.618 Ratings00 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Anaconda
9.5
20 Ratings
10% above category average
ibi WebFOCUS
-
Ratings
Flexible Model Publishing Options9.520 Ratings00 Ratings
Security, Governance, and Cost Controls9.519 Ratings00 Ratings
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Anaconda
-
Ratings
ibi WebFOCUS
7.7
11 Ratings
6% below category average
Pixel Perfect reports00 Ratings7.06 Ratings
Customizable dashboards00 Ratings9.011 Ratings
Report Formatting Templates00 Ratings7.011 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Anaconda
-
Ratings
ibi WebFOCUS
9.3
13 Ratings
14% above category average
Drill-down analysis00 Ratings8.013 Ratings
Formatting capabilities00 Ratings10.013 Ratings
Integration with R or other statistical packages00 Ratings9.08 Ratings
Report sharing and collaboration00 Ratings10.012 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Anaconda
-
Ratings
ibi WebFOCUS
8.2
11 Ratings
2% below category average
Publish to Web00 Ratings10.09 Ratings
Publish to PDF00 Ratings8.09 Ratings
Report Versioning00 Ratings6.010 Ratings
Report Delivery Scheduling00 Ratings10.011 Ratings
Delivery to Remote Servers00 Ratings7.03 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Anaconda
-
Ratings
ibi WebFOCUS
6.3
10 Ratings
25% below category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings6.08 Ratings
Location Analytics / Geographic Visualization00 Ratings7.09 Ratings
Predictive Analytics00 Ratings6.07 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Anaconda
-
Ratings
ibi WebFOCUS
9.0
11 Ratings
5% above category average
Multi-User Support (named login)00 Ratings8.011 Ratings
Role-Based Security Model00 Ratings10.011 Ratings
Multiple Access Permission Levels (Create, Read, Delete)00 Ratings10.011 Ratings
Single Sign-On (SSO)00 Ratings8.04 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
Anaconda
-
Ratings
ibi WebFOCUS
5.9
11 Ratings
30% below category average
Responsive Design for Web Access00 Ratings9.011 Ratings
Mobile Application00 Ratings3.32 Ratings
Dashboard / Report / Visualization Interactivity on Mobile00 Ratings8.08 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Anaconda
-
Ratings
ibi WebFOCUS
8.6
3 Ratings
8% above category average
REST API00 Ratings10.01 Ratings
Javascript API00 Ratings8.02 Ratings
iFrames00 Ratings8.02 Ratings
Themeable User Interface (UI)00 Ratings8.03 Ratings
Customizable Platform (Open Source)00 Ratings9.01 Ratings
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User Ratings
Anacondaibi WebFOCUS
Likelihood to Recommend
9.5
(37 ratings)
7.0
(16 ratings)
Likelihood to Renew
7.0
(1 ratings)
8.6
(5 ratings)
Usability
9.0
(2 ratings)
8.0
(3 ratings)
Availability
-
(0 ratings)
9.0
(1 ratings)
Support Rating
8.9
(9 ratings)
7.0
(3 ratings)
Online Training
-
(0 ratings)
6.0
(1 ratings)
Implementation Rating
-
(0 ratings)
8.0
(1 ratings)
User Testimonials
Anacondaibi WebFOCUS
Likelihood to Recommend
Anaconda
As a Data Analyst, it is my job to analyze large datasets using complex mathematical models. Anaconda provides a one-stop destination with tools like PyCharm, Jupyter, Spyder, and RStudio. One case where it is well suited is for someone who has just started his/her career in this field. The ability to install Anaconda requires zero to little skills and its UI is a lot easier for a beginner to try. On the other hand, for a professional, its ability to handle large data sets could be improved. From my experience, it has happened a lot that the system would crash with big files.
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IBI (Information Builders)
I would less recommend it because it looks like IBI is receding a bit from the European market. I would not be certain for future support. Knowledge in the market in western Europe is limited Functional wise the application suits almost all situations. I would for sure recommend it purely based on its capabilities
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Pros
Anaconda
  • It provides easy access to software like Jupyter, Spyder, R and QT Console etc.
  • Easy installation of Anaconda even without much technical knowledge.
  • Easy to navigate through files in Jupyter and also to install new libraries.
  • R Studio in Anaconda is easy to use for complex machine learning algorithms.
Read full review
IBI (Information Builders)
  • One thing that has always been good at WebFOCUS is how they interact with the customer on items. They take suggestions and implement them. In addition technical support is timely and very detailed.
  • I think they keep up with and lead in implementing new technologies in the BI space. One case of this are the ability for user to create their own easy dashboard using the green plus buttons. Also the ability to link d3 into and have the ability to implement new types of graphs is nice.
  • I have been to a spoke at one of their user conferences and they are worth going to. In addition to all of the great seminars the interaction you get with vendors and other users is key in the growth of your knowledge. I've learned so much for my time at these conferences.
Read full review
Cons
Anaconda
  • Although I have generally had positive experiences with Anaconda, I have had trouble installing specific python libraries. I tried to remedy the solution by updating other packages, but in the end, things got really messed up, and I ended up having to uninstall and reinstall a total of about 4 times over the past 2 years.
  • If you have the free version of Anaconda, there is not much support. Googling questions and error messages are helpful, but there were times when I wished I would have been able to ask technical support to help me troubleshoot issues.
  • There were a few times when I tried to install tensorflow and tensorboard via Anaconda on a PC, but I could not get them to install properly. Anaconda allows you to create 'environments' , which allow you to install specific versions of python and associated libraries. You can keep your environments separate so they do not conflict with one another. Anyway, I ended up having to create several 'conda envrionments' just so I could use tensforflow/tensorboard and a few other utilities to avoid errors. This was somewhat annoying, because every time I wanted to run a specific model, I'd have to open up the specific conda environment with the appropriate python libraries.
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IBI (Information Builders)
  • The newest versions of WebFOCUS have an unnecessarily complicated security layout that makes configuration difficult to accomplish without bringing in the vendor for installs.
  • This software tries to cover too many bases allowing you to switch from writing code manually to creating reports using only GUI tools. This sometimes complicates screens and functionality where the two methods don't always work well together. -though its nice to have the choice.
  • The sales force is not as top notch as many software companies
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Likelihood to Renew
Anaconda
It's really good at data processing, but needs to grow more in publishing in a way that a non-programmer can interact with. It also introduces confusion for programmers that are familiar with normal Python processes which are slightly different in Anaconda such as virtualenvs.
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IBI (Information Builders)
This software is deeply engrained with my organization and has become a tool that would not easily be replaced without spending more money and resources to get the same results. License cost is comparable to other report writing tools and the capabilities are greater than the competition without having to buy multiple apps to do the same thing.
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Usability
Anaconda
The interface is an easy to use command-line interface, or a GUI for launching and/or discovering different parts of the system.
Read full review
IBI (Information Builders)
Best BI tool/product I have used. The others don't compare overall. Some can look fancier, but when you actually use them with large data and data from numerous systems/sources that is where most of the competition falls away. I also don't like downtime. I have basically none for a large user base with WebFocus. Even SAP Crystal Reports went down for 4 days once - 4 days because the admin password got locked out due to a glitch and we had zero reports for 4 days. WebFocus has never had more than a few minutes of downtime. It's like a tank that just keeps rolling. There is no other choice for reliable BI.
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Reliability and Availability
Anaconda
No answers on this topic
IBI (Information Builders)
Tracking availability formally for almost two years and we are at 99.8%
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Support Rating
Anaconda
Anaconda provides fast support, and a large number of users moderate its online community. This enables any questions you may have to be answered in a timely fashion, regardless of the topic. The fact that it is based in a Python environment only adds to the size of the online community.
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IBI (Information Builders)
They have extremely knowledgeable techs that I have worked with over the years. Some have actually become really good friends of mine. I see them often at local user groups and when we show them how we are using their tools to save millions of dollars throughout the company
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Online Training
Anaconda
No answers on this topic
IBI (Information Builders)
It's hit and miss, the last class was overcrowded and people were having trouble connecting which took up much of the time. Instructors vary
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Implementation Rating
Anaconda
No answers on this topic
IBI (Information Builders)
Plan ahead on what data will be accessible and the type of security required on the database and if you will want to use security that is built into the software. It is worth consulting with the vendor on what your plan is and how they recommend you proceed in order to get results you are happy with.
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Alternatives Considered
Anaconda
ANACONDA VS Alteryx Analytics: Even though I find Alteryx to be an excellent tool for managing extremely massive data, Anaconda is much better and easy for analytics. Anaconda VS. MicroStrategy Analytics: Compared with Anaconda, MicroStrategy Analytics is very difficult to use and counter-intuitive Anaconda VS. Power BI For Office 365: One of the main advantages of BI for Office 364 is its capacity to data connectivity. However, it's very hard to edit data connections, once BI for Office is deployed in other platforms
Read full review
IBI (Information Builders)
Webfocus handles the side of our business that is involved with our catalogs. Our catalogs is a huge revenue driver for us and this tool has been extremely useful with planning feature catalogs. Tableau is used more for marketing and merchandising purchases since we can filter data based on website sales.
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Return on Investment
Anaconda
  • Positive: Lower maintenance cost compared to other tools on the market
  • Positive: Ease in hiring professionals already accustomed to the tool in the job market
  • Positive: Projects are portable, allowing you to share projects with others and execute projects on different platforms, reducing deployment costs
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IBI (Information Builders)
  • We are not yet a success story. Though we've been implementing WebFOCUS for over a year, we have very few products in our Production portal. Of course, this is not all the responsibility of Information Builders, but we were ill-advised by our 'training coordinator' in our training of staff and coming up to speed with the tools has been very slow.
  • Once skilled analysts and professional IT staff achieve a grasp of the products, they are able to very quickly create polished and well-received products.
  • The DW/BI project has helped us to establish standards and protocols of communication that will allow us to more quickly meet knowledge transfer requirements
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