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Google Cloud Datalab vs Visokio Omniscope comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Google Cloud Datalab
Ranking in Data Visualization
17th
Average Rating
7.8
Reviews Sentiment
6.4
Number of Reviews
6
Ranking in other categories
Data Science Platforms (19th)
Visokio Omniscope
Ranking in Data Visualization
43rd
Average Rating
9.0
Reviews Sentiment
8.8
Number of Reviews
1
Ranking in other categories
BI (Business Intelligence) Tools (44th)
 

Mindshare comparison

As of February 2026, in the Data Visualization category, the mindshare of Google Cloud Datalab is 1.2%, up from 0.6% compared to the previous year. The mindshare of Visokio Omniscope is 0.9%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization Market Share Distribution
ProductMarket Share (%)
Google Cloud Datalab1.2%
Visokio Omniscope0.9%
Other97.9%
Data Visualization
 

Featured Reviews

LJ
System Architect at UST Global España
dashboards are good and data visualization is more meaningful for the end-user
Access is always via URL, and unless your network is fast, it would be a little tough in India. In India, if we had a faster network, it would be easier. In a big data environment, like when forcing your database with over a billion records, it can be tough for the end-user to manage the data. You need to have a single entity system in each environment. It's not because of GCP, but it would be great to have options like MongoDB or other similar tools in GCP. Then, we wouldn't always need to connect to the cloud and execute SQL queries. Even if your application is always connected to its database, the processing can be cumbersome. It shouldn't be so complicated. Once the data is collected, it should be easily sorted.
it_user376869 - PeerSpot reviewer
Data Analysis and Visualisation Consultant at a consultancy with 51-200 employees
There are several valuable features, but the two we use the most are ETL DataManager to create data process flows and API Connectors to Ad servers.
It's still a niche product and the mobile/web development seems to still be in progress of improving. The room for improvement aspect is in comparison to other software that has a cloud interface which lets their users create/edit visualisations via a browser, doing away with the need to actually install anything. You just login with an email/password similar to how Google docs or MS Office On-line works. A lot of software is starting to move along this path and have started to offer stripped down on-line versions of the desktop software with fewer features. However, I know that the upcoming 3.0 (no set release date but optimistically it is targeted for this year) will start to allow users to "stream". How this works and the extent of it is still under wraps by the look of things. Also, in terms of mobile/web development this is to do with how the reports are sent to end users. Currently the standard way is to send a specialised file format called a .iok file via email, which the end user will open within their own viewer version of Omniscope. They are moving away from this by allowing the developer/analyst to host them on-line and view them in a browser see these examples http://staging.omniscope.me/ Omniscope has partially (still bugs in 2.9) incorporated the ability to have a browser within itself for the sole purpose of being able to create HTML or Javascript library visualisations like d3.js within it (basically you embed standalone HTML pages). So any of these examples will potentially be available to incorporate https://github.com/mbostock/d3/wiki/Gallery.
report
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Top Industries

By visitors reading reviews
Financial Services Firm
24%
Computer Software Company
10%
University
9%
Comms Service Provider
6%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What do you like most about Google Cloud Datalab?
Google Cloud Datalab is very customizable.
What needs improvement with Google Cloud Datalab?
Access is always via URL, and unless your network is fast, it would be a little tough in India. In India, if we had a faster network, it would be easier. In a big data environment, like when forcin...
What is your primary use case for Google Cloud Datalab?
It's for our daily data processing, and there's a batch job that executes it. The process involves more than ten servers or systems. Some of them use a mobile network, some are ONTAP networks, and ...
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Also Known As

No data available
Omniscope
 

Overview

 

Sample Customers

Information Not Available
General Electric, Cairn Capital, Group M, Credit Suisse, Colgate, Belden, Xerox, Weightmans, DHL, Lloyds & Clarksons, Faroe Petroleum, Capita, Philips, Aviva, Investec
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881,733 professionals have used our research since 2012.