Anaconda vs Knowage comparison

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Anaconda Logo
2,704 views|2,040 comparisons
94% willing to recommend
Knowage Logo
941 views|752 comparisons
85% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Anaconda and Knowage based on real PeerSpot user reviews.

Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms.
To learn more, read our detailed Data Science Platforms Report (Updated: April 2024).
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Featured Review
Anonymous User
AbdulshukoorMohammed
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The solution is stable.""The most valuable feature is the set of libraries that are used to support the functionality that we require.""The best part of Anaconda is the media distribution that comes as part of it. It gets us started very quickly.""The virtual environment is very good.""The most advantageous feature is the logic building.""The notebook feature is an improvement over RStudio.""I can use Anaconda for non-heavy tasks.""The most valuable feature is the Jupyter notebook that allows us to write the Python code, compile it on the fly, and then look at the results."

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"The concept of engines is quite powerful allowing the user to work with report authoring/provisioning tools of their choice.""I can't name the features the way the Knowage community calls them because I still don't know the lingo. However, I can describe them. I like the ability to join more than one report, set all fields on one end, and replicate that on the other reports. I like that a lot. I think it's one of the features that got me using Knowage. They have tables, and I like that too. They took SQL scripts and many other scripts and enabled them to even correlate with Python. That's also one of the best things about Knowage. You could also decide to get information per user role, and this is also a feature that I like in Knowage.""We can easily do our own customizations.""The embedding feature is great."

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Cons
"Anaconda should be optimized for RAM consumption.""The ability to schedule scripts for the building and monitoring of jobs would be an advantage for this platform.""It crashes once in a while. In case of a reboot or something unexpected, the unseen code part will get diminished, and it relatively takes longer than other applications when a reboot is happening. They can improve in these areas. They can also bring some database software. They have software for analytics and virtualization. However, they don't have any software for the database.""One thing that hurts the product is that the company is not doing more to advertise it as a solution and make it more well known.""The solution would benefit from offering more automation.""Anaconda could benefit from improvement in its user interface to make it more attractive and user-friendly. Currently, it's boring.""The interface could be improved. Other solutions, like Visual Studio, have much better UI.""When you install Anaconda for the first time, it's really difficult to update it."

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"The dashboard components could be better.""Development of SpagoBI has now been moved to Knowage. Users interested in further developments of the platform will have to look there.""The only challenge here is that it's a Java-based platform. It requires very high technical skills.""It would be better if more resources were available to help us learn how to use it. I wanted to use Knowage for a more extended period, but learning materials around the product were not really available and were not really straightforward. I've also seen inconsistencies between versions. For example, under the tools, especially in the cockpit, the way you create reports is now different. You will also find some configurations within a particular state, like a line chart, which differs from version to version. I think consistency is an essential feature in a product, especially for business intelligence products."

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Pricing and Cost Advice
  • "The licensing costs for Anaconda are reasonable."
  • "The product is open-source and free to use."
  • "My company uses the free version of the tool. There is also a paid version of the tool available."
  • "The tool is open-source."
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  • "It allows the implementation of an effective reporting system using internal skills at a limited upfront cost."
  • "Knowage is open-source, and an enterprise edition is also available."
  • More Knowage Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:The tool's most valuable feature is its cloud-based nature, allowing accessibility from anywhere. Additionally, using Jupyter Notebook makes it easy to handle bugs and errors.
    Top Answer:Anaconda could benefit from improvement in its user interface to make it more attractive and user-friendly. Currently, it's boring.
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    Ranking
    13th
    Views
    2,704
    Comparisons
    2,040
    Reviews
    2
    Average Words per Review
    457
    Rating
    8.0
    23rd
    out of 50 in Reporting
    Views
    941
    Comparisons
    752
    Reviews
    0
    Average Words per Review
    0
    Rating
    N/A
    Comparisons
    Also Known As
    SpagoBI
    Learn More
    Overview

    Anaconda makes it easy for you to install and maintain Python environments. Our development team tests to ensure compatibility of Python packages in Anaconda. We support and provide open source assurance for packages in Anaconda to mitigate your risk in using open source and meet your regulatory compliance requirements.

    Python is the fastest growing language for data science. Anaconda includes 720+ Python open source packages and now includes essential R packages. This powerful combination allows you to do everything you want from BI to advanced modeling on complex Big Data

    Knowage (formerly SpagoBI) has a 14-years history. The actual release is the 6.3.

    Knowage offers FULL ANALYTICAL CAPABILITIES, with a special focus on big data analytics and comprehensive support to rich and multi-source data analysis. Knowage provides different modules, each one focused on a specific domain but mutually combinable (Big Data, Smart Intelligence, Enterprise Reporting, Location Intelligence, Performance Management, Predictive Analysis). Moreover, Knowage is an OPEN SOURCE solution: the source code is freely accessible, everyone is allowed to join the community and build the own business solution to ensure strategic decision-making and improved productivity.

    Knowage suite is supported by Engineering Group, the leading Italian software and services company, with about 10,000 people and more than 50 offices worldwide. Maintenance and support services (such as trainings, migration support, proof-of-concepts, etc) are provided by Engineering Group (KNOWAGE Labs) under subscription.

    Sample Customers
    LinkedIn, NASA, Boeing, JP Morgan, Recursion Pharmaceuticals, DARPA, Microsoft, Amazon, HP, Cisco, Thomson Reuters, IBM, Bridgestone
    FIAT Group, Italian air navigation service provider, Ministry of Education and Science of the Russian Federation, Telecom Italia, ASL Genovese, San Giovanni Battista University Hospital
    Top Industries
    REVIEWERS
    Financial Services Firm27%
    Manufacturing Company18%
    Non Tech Company9%
    Energy/Utilities Company9%
    VISITORS READING REVIEWS
    Financial Services Firm17%
    Computer Software Company9%
    Government9%
    Manufacturing Company6%
    REVIEWERS
    Comms Service Provider25%
    Computer Software Company25%
    Healthcare Company13%
    Hospitality Company13%
    VISITORS READING REVIEWS
    Computer Software Company18%
    Government10%
    Real Estate/Law Firm10%
    Comms Service Provider8%
    Company Size
    REVIEWERS
    Small Business42%
    Midsize Enterprise5%
    Large Enterprise53%
    VISITORS READING REVIEWS
    Small Business18%
    Midsize Enterprise13%
    Large Enterprise69%
    REVIEWERS
    Small Business37%
    Midsize Enterprise32%
    Large Enterprise32%
    VISITORS READING REVIEWS
    Small Business31%
    Midsize Enterprise20%
    Large Enterprise50%
    Buyer's Guide
    Data Science Platforms
    April 2024
    Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms. Updated: April 2024.
    769,630 professionals have used our research since 2012.

    Anaconda is ranked 13th in Data Science Platforms with 15 reviews while Knowage is ranked 23rd in Reporting. Anaconda is rated 7.8, while Knowage is rated 7.6. The top reviewer of Anaconda writes "Offers free version and is helpful to handle small-scale workloads". On the other hand, the top reviewer of Knowage writes "Easy to customize, cross-platform capable, and very stable". Anaconda is most compared with Databricks, Microsoft Azure Machine Learning Studio, Amazon SageMaker, Microsoft Power BI and IBM SPSS Statistics, whereas Knowage is most compared with Microsoft Power BI, Tableau, Pentaho Business Analytics and SAP BusinessObjects Business Intelligence Platform.

    We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.