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Google Cloud Datalab vs Qlik Sense comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 1, 2025

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
18th
Average Rating
7.8
Reviews Sentiment
6.4
Number of Reviews
6
Ranking in other categories
Data Science Platforms (19th)
Qlik Sense
Ranking in Data Visualization
5th
Average Rating
8.6
Reviews Sentiment
6.7
Number of Reviews
120
Ranking in other categories
Embedded BI (2nd)
 

Mindshare comparison

As of October 2025, in the Data Visualization category, the mindshare of Google Cloud Datalab is 0.8%, up from 0.5% compared to the previous year. The mindshare of Qlik Sense is 7.3%, down from 8.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization Market Share Distribution
ProductMarket Share (%)
Qlik Sense7.3%
Google Cloud Datalab0.8%
Other91.9%
Data Visualization
 

Featured Reviews

Nilesh Gode - PeerSpot reviewer
Easy to setup, stable and easy to design data pipelines
The scalability is average. We have not faced any issues with scalability. There are more than 500 end users using this solution in our company. It is an integral part of the daily operations. The usage pattern is not a one-time thing; employees regularly access and utilize the application. We use it at a global level with a scattered user base. This means that users don't all use the application at the same time. So, around 300 out of 500 employees use the solution, and this usage is spread out throughout the day.
Hasan ÖZ - PeerSpot reviewer
Interactive visualization improves decision-making for managers
Actually, I don't have any specific ideas. The last time I built a report for the IT team to monitor their process was about a year ago. They received requirements and tracked progress, measuring how they processed tasks. Power BI offers better pricing compared to Qlik Sense. Qlik Sense has better performance, particularly in its archival system. However, Power BI has better visualizations and interactions with updates in 2023 that provide ease of use. Power BI is more user-friendly than Qlik Sense.

Quotes from Members

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

Pros

"Google Cloud Datalab is very customizable."
"The infrastructure is highly reliable and efficient, contributing to a positive experience."
"For me, it has been a stable product."
"In MLOps, when we are designing the data pipeline, the designing of the data pipeline is easy in Google Cloud."
"All of the features of this product are quite good."
"The APIs are valuable."
"The visualizations are good and keep improving."
"It automates recurring processes to save time and money."
"The UI is very easy to use, with drag and drop self-service analytics."
"The number of visualizations that are present in Qlik is very useful for our developers to help our business partners tell stories with their data. Qlik continues to add to and enhance these visualizations with each release. We are also very excited to leverage the integration between Qlik Sense and Qlik Catalog as we roll that out soon."
"Qlik Sense provides better visualization."
"From siloed reports, we went to a centralized knowledge hub, combining cross-functional data, and helping decision-makers see the data as a whole, therefore making more informed decisions."
"The product has many great features like easy and fast implementation, flexible data loading, and in-memory processing, but the Set Analysis is what I think is the most valuable. It makes the product very powerful."
"The flexibility of a non-IT developed solution allows for fast to market solutions."
 

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 product must be made more user-friendly."
"Even if your application is always connected to its database, the processing can be cumbersome. It shouldn't be so complicated."
"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."
"I wish the product had the ability for slightly more customization. The out-of-the box charts and visualizations are fantastic, but I want to be able to tweak it without having to add outside extensions and widgets."
"I would like to see more types of visual elements and better configuration options for additional flexibility when developing charts."
"Report generation without the need for NPrinting, which has limited capabilities anyway, would be an improvement."
"Reload time is a limit since everyone wants real-time data."
"The use of APIs is not as friendly as it should be in the first place, especially when considering Python scripts and all other scripts, making it an area where improvements are required."
"The only thing I would like to see is the ability to create a master app that opens when a user creates a new app that has all the master items, colors, logos, etc., that my organization uses. This would help with keeping master items the same across the apps and would make development a little quicker."
"Reload failure alerts on the application within the Qlik Management Console without any use of extensions. QlikView is able to handle these alerts directly through the QlikView Management Console. We would appreciate a similar solution that is easy to set up and use. Simple formatting options in the pivot and straight tables such as adjusting line thickness and font selection and size."
"There is not much information available. It is not a mainstream tool that many companies use, so if you are doing something that has not been done before, you can find it challenging to get an answer."
 

Pricing and Cost Advice

"The pricing is quite reasonable, and I would give it a rating of four out of ten."
"It is affordable for us because we have a limited number of users."
"The product is cheap."
"Qlik Sense and its pricing model can follow any scalability."
"I believe pricing is similar to other products in the same category, if you have it on-premise."
"The solution is worth it."
"The cost is not bad considering the flexibility and support you receive from Qlik. I believe it is worth the cost."
"Licensing could be cheaper."
"Qlik Sense pricing and licensing is like that of QlikView. It's on the high side for a small company, but it’s competitive among its peers. Use of licenses (referred to as tokens) is a bit confusing. There is a login access pass for infrequent or anonymous access."
"It is a little expensive for the Italian market. Normally, Qlik Sense has two types and costs. The medium cost is around 700 euros per year."
"For personal use, the desktop version of Qlik Sense is absolutely free, and you can share visualizations with others and to a personal cloud space, though limited with storage space."
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Top Industries

By visitors reading reviews
Financial Services Firm
28%
University
8%
Government
8%
Computer Software Company
8%
Financial Services Firm
19%
Manufacturing Company
11%
Computer Software Company
11%
Government
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business32
Midsize Enterprise40
Large Enterprise83
 

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 ...
Seeking lightweight open source BI software
It depends on the Data architecture and the complexity of your requirement. Some great tools in the market are Qlik Sense, Power BI, OBIEE, Tableau, etc. I have recently started using Cognos Enter...
Seeking lightweight open source BI software
There are many...It would rather depend what System BI architecture or Enterprise legacy you have at your end...I would recommend as follows: 1) If you have legacies of SAP, Oracle - look for SAP...
What do you like most about Qlik Sense?
The most valuable features of Qlik Sense are its speed and seamless development of web technologies.
 

Also Known As

No data available
QlikSense
 

Overview

 

Sample Customers

Information Not Available
Abbvie, Airbus, Barclays, BT Openreach, BMW, Daimler AG, HSBC, IKEA, Nationwide Building Society, Royal Mail Group, Sanofi, Siemens, Wendy'', Vodafone, Volvo
Find out what your peers are saying about Google Cloud Datalab vs. Qlik Sense and other solutions. Updated: September 2025.
872,778 professionals have used our research since 2012.