Google Cloud Datalab vs Zoho Analytics comparison

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Comparison Buyer's Guide
Executive Summary

We performed a comparison between Google Cloud Datalab and Zoho Analytics based on real PeerSpot user reviews.

Find out in this report how the two Data Visualization solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.
To learn more, read our detailed Google Cloud Datalab vs. Zoho Analytics Report (Updated: March 2024).
765,234 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
"In MLOps, when we are designing the data pipeline, the designing of the data pipeline is easy in Google Cloud.""The infrastructure is highly reliable and efficient, contributing to a positive experience.""The APIs are valuable.""Google Cloud Datalab is very customizable.""All of the features of this product are quite good."

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"Ask Zia is a great feature that I use to quickly decide what improvements I need to make in order to present the data that I want to show.""We moved the data from Zoho Creator to Zoho Analytics and created reports.""The front end of this solution including the graph generation using SQL has been most useful.""It's a very strong analytics tool.""We really like that it's user friendly and has a lot of combinations and charts. They're good compared to other tools. We used a free Elastic product, comparatively, this solution is good because of their support, UI, and connecting to databases is very easy.""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 data source is the most valuable feature as it can perform any function.""The solution’s dashboard is very good."

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Cons
"There is room for improvement in the graphical user interface. So that the initial user would use it properly, that would be a good option.""The interface should be more user-friendly.""Connectivity challenges for end-users, particularly when loading data, environments, and libraries, need to be addressed for an enhanced user experience.""We have also encountered challenges during our transition period in terms of data control and segmentation. The management of each channel and data structure as it has its own unique characteristics requires very detailed and precise control. The allocation should be appropriate and the complexity increases due to the different time zones and geographic locations of our clients. The process usually involves migrating the existing database sets to gcp and ensure data integrity is maintained. This is the only challenge that we faced while navigating the integers of the solution and honestly it was an interesting and unique experience.""The product must be made more user-friendly."

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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.""A higher degree of artificial intelligence could be included in this solution. The data and overall insights could be improved.""The hourly pricing needs improvement.""The support for Zoho Analytics is pathetic.""I have a lower rating when it comes to Zoho Analytics. The tool has poor performance. It needs to improve the dimensions and measures.""The tool needs to improve analysis and add more features.""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.""There is a limitation that we cannot create more than 300 columns in a worksheet on Zoho Analytics."

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Pricing and Cost Advice
  • "It is affordable for us because we have a limited number of users."
  • "The pricing is quite reasonable, and I would give it a rating of four out of ten."
  • "The product is cheap."
  • More Google Cloud Datalab 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:The product must be made more user-friendly. Sometimes, we have to go a roundabout way and read a lot of instruction that isn't necessary. Generally, if people use the information, they have some… more »
    Top Answer:The solution is really useful. It’s an easy way to get information. I use it as a reference for analytics, sourcing information, and research.
    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
    20th
    out of 70 in Data Visualization
    Views
    274
    Comparisons
    245
    Reviews
    2
    Average Words per Review
    631
    Rating
    8.0
    9th
    out of 70 in Data Visualization
    Views
    884
    Comparisons
    384
    Reviews
    11
    Average Words per Review
    310
    Rating
    7.7
    Comparisons
    Also Known As
    Zoho Reports
    Learn More
    Overview

    Cloud Datalab is a powerful interactive tool created to explore, analyze, transform and visualize data and build machine learning models on Google Cloud Platform. It runs on Google Compute Engine and connects to multiple cloud services easily so you can focus on your data science tasks.

    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
    Information Not Available
    Suzuki, American Pacific Mortgage, KPMG, Air Canada, University of Michigan, BricozOr, WorldWide Express, The University of Melbourne, Novartis, SAIC
    Top Industries
    VISITORS READING REVIEWS
    Financial Services Firm16%
    Educational Organization12%
    Computer Software Company11%
    Manufacturing Company9%
    REVIEWERS
    Energy/Utilities Company9%
    Renewables & Environment Company9%
    Pharma/Biotech Company9%
    University9%
    VISITORS READING REVIEWS
    Educational Organization76%
    Computer Software Company5%
    Financial Services Firm2%
    Non Profit2%
    Company Size
    VISITORS READING REVIEWS
    Small Business23%
    Midsize Enterprise9%
    Large Enterprise68%
    REVIEWERS
    Small Business76%
    Midsize Enterprise12%
    Large Enterprise12%
    VISITORS READING REVIEWS
    Small Business9%
    Midsize Enterprise77%
    Large Enterprise14%
    Buyer's Guide
    Google Cloud Datalab vs. Zoho Analytics
    March 2024
    Find out what your peers are saying about Google Cloud Datalab vs. Zoho Analytics and other solutions. Updated: March 2024.
    765,234 professionals have used our research since 2012.

    Google Cloud Datalab is ranked 20th in Data Visualization with 5 reviews while Zoho Analytics is ranked 9th in Data Visualization with 23 reviews. Google Cloud Datalab is rated 7.6, while Zoho Analytics is rated 8.2. The top reviewer of Google Cloud Datalab writes "Easy to setup, stable and easy to design data pipelines". 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". Google Cloud Datalab is most compared with Databricks, IBM SPSS Statistics, Cloudera Data Science Workbench, Domino Data Science Platform and IBM SPSS Modeler, whereas Zoho Analytics is most compared with Apache Superset, Tableau, Microsoft Power BI, Looker and Qlik Sense. See our Google Cloud Datalab vs. Zoho Analytics report.

    See our list of best Data Visualization vendors.

    We monitor all Data Visualization 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.