Google Cloud Datalab vs SAP Lumira comparison

Google and SAP are both solutions in the Data Visualization category. Google is ranked #18 with an average rating of 7.8, while SAP is ranked #23. Google holds a 0.6% mindshare in DV, compared to SAP’s 0.8% mindshare. Additionally, 80% of Google users are willing to recommend the solution, compared to 73% of SAP users who would recommend it.

Google Cloud Datalab

Read 6 Google Cloud Datalab reviews

135 Views
116 Comparison Views

80% willing to recommend

SAP Lumira

Read 22 SAP Lumira reviews

439 Views
246 Comparison Views

73% willing to recommend

Google Cloud Datalab

SAP Lumira

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 1, 2025

SAP Lumira and Google Cloud Datalab are competing products in the data visualization space. SAP Lumira offers powerful visualization tools and easy deployment, while Google Cloud Datalab shines in scalability and integration with Google Cloud services, making it ideal for complex data science needs.

Features: SAP Lumira features a user-friendly drag-and-drop interface for quick visualizations and storytelling. It supports easy integration with SAP products and real-time database connections. Google Cloud Datalab offers seamless integration with Google Cloud, supports advanced analytics, and allows machine learning workflows.

Room for Improvement: SAP Lumira could enhance its machine learning capabilities and expand beyond SAP ecosystem integration. Its cloud integration options are limited. Google Cloud Datalab might improve personalized support and offer more intuitive interfaces. It could also address its configuration complexities and node management issues.

Ease of Deployment and Customer Service: SAP Lumira is easily deployed on-premise, providing robust customer service with proactive support. Google Cloud Datalab offers quick cloud-based deployment with automatic updates, but its customer service lacks the personalized touch of SAP Lumira.

Pricing and ROI: SAP Lumira has upfront costs with predictable ROI due to its comprehensive features. Google Cloud Datalab uses a pay-as-you-go model, providing cost efficiencies for large data projects over time. It offers potentially better ROI for scalable tasks with flexible cloud pricing.

To learn more, read our detailed Google Cloud Datalab vs. SAP Lumira Report (Updated: March 2025).

Buyer's Guide

Google Cloud Datalab vs. SAP Lumira

March 2025

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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

Ranking in other categories

Data Science Platforms (16th)

SAP Lumira

Ranking in Data Visualization

23rd

Average Rating

7.2

Reviews Sentiment

7.3

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of April 2025, in the Data Visualization category, the mindshare of Google Cloud Datalab is 0.6%, up from 0.4% compared to the previous year. The mindshare of SAP Lumira is 0.8%, down from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Visualization

Featured Reviews

Nilesh Gode

Project Manager - Data Science at Mettler-Toledo International Inc.

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.

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Rafal Zaborowski

Supply Chain Manager, Proxy, Matw Global D&I Council Memeber at SAUERESSIG Group

It's stable, it keeps on improving and the technical support is excellent

I think a lot of users aren't having fun using SAP because it requires putting in a lot of information by keyboard directly because it requires some coding, so this is one area for improvement. From a user point of view, SAP is a complex system where you can learn and teach, so another area for improvement in the solution is that it needs to be more user-friendly. In the next release of SAP, I want it to have a friendlier menu for its users.

Read full 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."

"For me, it has been a stable product."

"The infrastructure is highly reliable and efficient, contributing to a positive experience."

"Google Cloud Datalab is very customizable."

"The APIs are valuable."

"All of the features of this product are quite good."

"The best feature is the ease of developing dashboards."

"The most valuable features of SAP Lumira are the dashboards, geographical elements, and graph filtering, and the usage is similar to a website which makes it easy to use."

"SAP Lumira is the best system in the world, at least in my opinion. I like that it's a stable system and that many people in my company have development experience in SAP Lumira. The solution keeps on improving and has excellent support."

"Geographic hierarchy and the ability to connect with SAP sources, such as CRM, ERP, and BW."

"It is fairly easy and fast when it comes to using it."

"Beautiful visualizations."

"The most value that Lumira provides is in its ability to consume the Business Objects universe."

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."

"Connectivity challenges for end-users, particularly when loading data, environments, and libraries, need to be addressed for an enhanced user experience."

"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."

"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."

"The interface should be more user-friendly."

"Lumira uses a lot of memory resources, so the execution of dashboards is slow."

"Lumira's capabilities feel like that of a store app with the intuitiveness of a desktop app, which is not a good combination."

"SAP Lumira can improve if they game more capability to the end user to prepare dashboards because it's more of an IT task to create them. In Tableau, we can drag, drop, and create. However, in SAP Lumira, we need a designer and a separate KT to be able to do it well."

"It would be great to have more ETL capabilities so that the user can do more cleansing/mining on his/her side."

"It needs an easier printing feature."

"It needs the ability to drill down more. Analyzing data with Lumira at times becomes a bit difficult."

"I'm not a fan of using SAP Lumira because it requires putting in a lot of information by keyboard directly because it requires some coding, so this is one area for improvement. From a user point of view, SAP Lumira is a complex system to learn and teach, so another area for improvement in the solution is that it needs to be more user-friendly."

Pricing and Cost Advice

"The product is cheap."

"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."

"In terms of cost, SAP Lumira is less affordable."

"PowerBI is way more capable at a much better price point: $10 per user without all the associated setup costs."

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Top Industries

By visitors reading reviews

Financial Services Firm

20%

Computer Software Company

12%

University

11%

Manufacturing Company

Non Profit

13%

Financial Services Firm

11%

Computer Software Company

10%

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about Google Cloud Datalab?

Google Cloud Datalab is very customizable.

See all answers

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...

See all answers

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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Comparisons

IBM SPSS Statistics vs Google Cloud Datalab

Compared 45% of the time

Databricks vs Google Cloud Datalab

Compared 31% of the time

Cloudera Data Science Workbench vs Google Cloud Datalab

Compared 23% of the time

More Google Cloud Datalab Competitors

Tableau vs SAP Lumira

Compared 71% of the time

Qlik Sense vs SAP Lumira

Compared 29% of the time

More SAP Lumira Competitors

Product Reports

Buyer's Guide

Google Cloud Datalab

April 2025

Download Google Cloud Datalab product report

Buyer's Guide

SAP Lumira

March 2025

Download SAP Lumira product report

Also Known As

No data available

SAP BusinessObjects Lumira

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.

Google

SAP Lumira delivers beautiful visualizations, allowing you to easily articulate and share key data insights. Discover hidden patterns and transform the way you communicate your data – big and small in the most engaging way. SAP Lumira lets you pull data directly from a variety of sources and bring it all together in a repeatable, self-service way. Point and click data manipulation lets you organize and consolidate data the way you want to: quickly and easily. Through the intuitive interface and engaging visualizations you can analyze data effortlessly to discover valuable insights that can help keep you organized and agile with your data.

Click here for a free trial.

Features:

· Quickly extract and analyze data from virtually any source, create compelling visualizations, and share key insights with ease.

· Expand your business intelligence by cleaning, enriching and merging multiple datasets together.

· Streamline discovery by exploring any volume or type of data in real time, without sacrificing performance or security

· Simplify the 360-degree view of your business by bringing together data from enterprise sources across all lines of business straight to your desktop

· Share data visualizations and collaborate with colleagues or business partners using SAP Lumira, Server for Teams

SAP

Sample Customers

Information Not Available

Medtronic, Cirque du Soleil, Antarc, B&G Manufacturing, EarlySense, eBay, Ferrero, James Austin Company, Lenovo, Sagem, RAK Ceramics, Vodafone

Buyer's Guide

Google Cloud Datalab vs. SAP Lumira

March 2025

Free Report: Google Cloud Datalab vs. SAP Lumira

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