Anaconda vs Zoho Analytics comparison

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Anaconda Logo
2,799 views|2,094 comparisons
94% willing to recommend
Zoho Logo
978 views|420 comparisons
92% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Anaconda and Zoho Analytics 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).
767,995 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The virtual environment is very good.""The best part of Anaconda is the media distribution that comes as part of it. It gets us started very quickly.""It helped us find find the optimal area for where our warehouse should be located.""With Anaconda Navigator, we have been able to use multiple IDEs such as JupyterLab, Jupyter Notebook, Spyder, Visual Studio Code, and RStudio in one place. The platform-agnostic package manager, "Conda", makes life easy when it comes to managing and installing packages.""I can use Anaconda for non-heavy tasks.""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.""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.""It's interesting. It's user friendly. That's what makes it outstanding among the others. It has a collection of R, Python, and others. Their platform strategy has a collection of many other visualization tools, apart from Spyder and RStudio, which is really helpful for data science. For any data science professional, Anaconda is really handy. It has almost all the tools for data science."

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"The integration interface is very easy to use and allows you to directly connect to a variety of APIs.""The front end of this solution including the graph generation using SQL has been most useful.""Scheduling of reports and dashboards is the most valuable feature of Zoho Analytics.""It provides insights into leads, information about the team and about various sales activities. The graphical representations in the form of charts is excellent.""Zoho Analytics is the best software for giving reports to customers and we can create any report that is required.""We use the solution for financial and sales analytics. It brings data from our IT incident management tool. Hence, we have three business use cases for IT support, sales and financials.""The solution’s dashboard is very good.""Zoho Analytics's most valuable feature is the ability to provide excellent analytics through a single platform."

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Cons
"Anaconda could benefit from improvement in its user interface to make it more attractive and user-friendly. Currently, it's boring.""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 interface could be improved. Other solutions, like Visual Studio, have much better UI.""One feature that I would like to see is being able to use a different language in a different cell, which would allow me to mix R and Python together.""I think that the framework can be improved to make it easier for people to discover and use things on their own.""Anaconda can't handle heavy workloads.""Having a small guide or video on the tool would help learn how to use it and what the features are.""I think better documentation or a step-by-step guide for installation would help, especially for on-premise users."

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"They should provide white labeling with a cheaper option. I know they have a white labeling feature in which I can white label Zoho Analytics with my company theme, logo, and URL, but it seems a little expensive. If they can make it cheaper, it would be great. The same is applicable to Tableau.""This solution does not support manufacturing facilities.""The support for Zoho Analytics is pathetic.""It would be great to have more user input fields which can be used on dashboards.""In terms of improvement, they have a limited number of graphs available in their store. They should come up with more graph style forms. They should have more charts and at the same time, you can't create panels like with Microsoft BA.""I have a lower rating when it comes to Zoho Analytics. The tool has poor performance. It needs to improve the dimensions and measures.""There should be more types of graphics available for use in the reports.""The customer service and support for this solution could be improved by faster response times."

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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."
  • More Anaconda Pricing and Cost Advice →

  • "I would recommend looking at your usage and whether the Zoho One license model would work for your organisation. It is very cost effective if you use other Zoho tools."
  • "An exact ROI is hard to calculate. However, we have definitely made sales that would have been much harder, or unlikely, as a result of the speed with which we were able to prepare comprehensive analysis."
  • "I don't feel that price is an issue for this product."
  • "It is very reasonable, and it gives me a good return on investment. Compared to other tools, it is the best choice in terms of pricing."
  • "This solution is reasonable as far as pricing is concerned."
  • "The price is high. The solution advertises that it provides products for 55 AED per user, but these products contain only the basic features. Most of the features are locked. The version of the product that includes Zoho Analytics costs around 199 AED per user per month."
  • "For one license the pricing is about $35 a user."
  • "Zoho Analytics costs $ 4,200 per month, billed yearly."
  • More Zoho Analytics Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:I can use Anaconda for non-heavy tasks.
    Top Answer:My company uses the free version of the tool. There is also a paid version of the tool available.
    Top Answer:Anaconda can't handle heavy workloads. From an improvement perspective, I want Anaconda to be able to handle heavy workloads. For some enterprise versions or wherever there is a need for cloud-based… more »
    Top Answer:Zoho Analytics's most valuable feature is the ability to provide excellent analytics through a single platform.
    Top Answer:The product is expensive. However, it is more affordable than Qlik Sense.
    Top Answer:The platform's pricing needs improvement.
    Ranking
    13th
    Views
    2,799
    Comparisons
    2,094
    Reviews
    1
    Average Words per Review
    614
    Rating
    8.0
    10th
    out of 50 in Reporting
    Views
    978
    Comparisons
    420
    Reviews
    11
    Average Words per Review
    310
    Rating
    7.7
    Comparisons
    Also Known As
    Zoho Reports
    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

    Zoho Reports is a powerful, easy-to-use and highly scalable cloud-based reporting and business intelligence platform for small to medium-sized businesses. Its flexible pay-as-you-go pricing model and scope for customization allow businesses to tailor it to their unique needs.

    Sample Customers
    LinkedIn, NASA, Boeing, JP Morgan, Recursion Pharmaceuticals, DARPA, Microsoft, Amazon, HP, Cisco, Thomson Reuters, IBM, Bridgestone
    Suzuki, American Pacific Mortgage, KPMG, Air Canada, University of Michigan, BricozOr, WorldWide Express, The University of Melbourne, Novartis, SAIC
    Top Industries
    REVIEWERS
    Financial Services Firm27%
    Manufacturing Company18%
    Non Tech Company9%
    Energy/Utilities Company9%
    VISITORS READING REVIEWS
    Financial Services Firm17%
    Computer Software Company10%
    Government9%
    Manufacturing Company6%
    REVIEWERS
    Renewables & Environment Company9%
    Educational Organization9%
    Computer Software Company9%
    Insurance Company9%
    VISITORS READING REVIEWS
    Educational Organization76%
    Computer Software Company5%
    Financial Services Firm2%
    Comms Service Provider2%
    Company Size
    REVIEWERS
    Small Business42%
    Midsize Enterprise5%
    Large Enterprise53%
    VISITORS READING REVIEWS
    Small Business18%
    Midsize Enterprise13%
    Large Enterprise68%
    REVIEWERS
    Small Business73%
    Midsize Enterprise12%
    Large Enterprise15%
    VISITORS READING REVIEWS
    Small Business9%
    Midsize Enterprise78%
    Large Enterprise14%
    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.
    767,995 professionals have used our research since 2012.

    Anaconda is ranked 13th in Data Science Platforms with 15 reviews while Zoho Analytics is ranked 10th in Reporting with 24 reviews. Anaconda is rated 7.8, while Zoho Analytics is rated 8.2. 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 Zoho Analytics writes "An easy-to-set up solution that helps in the scheduling of reports and dashboards". Anaconda is most compared with Databricks, Microsoft Azure Machine Learning Studio, Amazon SageMaker, Microsoft Power BI and IBM SPSS Statistics, whereas Zoho Analytics is most compared with Apache Superset, Tableau, Microsoft Power BI, Looker and Qlik Sense.

    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.