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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."
"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."
"All of the features of this product are quite good."
"The APIs are valuable."
"For me, it has been a stable product."
"Qlik Sense provides features to manage and govern data, ensuring data security, accuracy, and regulation compliance."
"On the fly questions can be answered with the "Qlik" of a button and drive forward discussions about policy, mission, and goals."
"The ability to access data from multiple sources in one application. This has been invaluable."
"The tool's data analysis is useful to help out the teams across the globe and to track their work."
"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."
"End users can adjust their analysis with a few simple clicks."
"We can bring data from multiple sources and easily blend it in Qlik and create a data model (star schema)."
"It has allowed us to manage our staff more effectively and frees up time for our analysts to analyze new problems and opportunities."
 

Cons

"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 interface should be 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 product must be made more user-friendly."
"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."
"Connectivity challenges for end-users, particularly when loading data, environments, and libraries, need to be addressed for an enhanced user experience."
"The next version should include more standard integrations."
"If a team wants to keep track of source code changes, there is not an out-of-the-box solution for it."
"Mostly when it comes to the loading of the data and reload times of the reports, it could be better."
"The security rules should be made easier to use."
"It needs continued improvement on its visualizations and content customization."
"The only thing I would say that comes up is that sometimes it can be a bit buggy."
"Qlik Sense could include additional features for data preparation and integration, making it easier for users to clean, transform, and integrate data from various sources."
"Dates. My goodness, working with dates in set analysis can be a nightmare! Much room for improvement."
 

Pricing and Cost Advice

"The product is cheap."
"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 costs can initially become quite high. Make sure you have a clear understanding of who will truly use the product as opposed to someone that will simply receive the end report."
"Qlik Sense and its pricing model can follow any scalability."
"Start small with tokens. You can always buy more."
"The cost is not bad considering the flexibility and support you receive from Qlik. I believe it is worth the cost."
"Licensing can start to get expensive, but compared to other tools in this space it is about average."
"Licensing could be cheaper."
"Licensing: Review the named model and move towards a usage model (e.g., cores, memory, computers, API calls, etc.)."
"The solution is worth it."
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Top Industries

By visitors reading reviews
Financial Services Firm
29%
Government
8%
University
8%
Computer Software Company
6%
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.
868,787 professionals have used our research since 2012.