Google Cloud Datalab vs MathWorks Matlab comparison

Google and MathWorks are both solutions in the Data Science Platforms category. Google is ranked #16 with an average rating of 7.8, while MathWorks is ranked #17 with an average rating of 9.0. Google holds a 0.9% mindshare in Data Science Platforms, compared to MathWorks’s 0.7% mindshare. Additionally, 80% of Google users are willing to recommend the solution, compared to 100% of MathWorks users who would recommend it.

Google Cloud Datalab

Read 6 Google Cloud Datalab reviews

711 Views
612 Comparison Views

80% willing to recommend

MathWorks Matlab

Read 3 MathWorks Matlab reviews

555 Views
385 Comparison Views

100% willing to recommend

Google Cloud Datalab

MathWorks Matlab

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 5, 2024

Google Cloud Datalab and MathWorks Matlab compete in the realm of data analysis and computational tools with different approaches. Google Cloud Datalab seems to have the upper hand in cloud integration, while MathWorks Matlab holds an advantage in advanced computation and specialized tool offerings.

Features: Google Cloud Datalab offers seamless integration with Google Cloud services, making it ideal for cloud-based data exploration and real-time collaboration. Its flexibility allows for large-scale data project management. MathWorks Matlab, known for its comprehensive set of toolboxes, excels in numerical computation and algorithm development, which are crucial for scientific applications and engineering simulation.

Ease of Deployment and Customer Service: Google Cloud Datalab benefits from straightforward deployment within the Google Cloud ecosystem, leveraging robust support for ease of setup and scaling. MathWorks Matlab provides adaptable deployment options across multiple platforms, supported by comprehensive technical resources, although it is not cloud-native.

Pricing and ROI: Google Cloud Datalab generally offers a cost-effective pay-as-you-go model, leading to favorable ROI for data-intensive projects in the cloud. MathWorks Matlab, while having a higher initial cost, provides significant value through advanced computational capabilities, offering long-term benefits in specialized industries where such tools are essential.

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

Buyer's Guide

Google Cloud Datalab vs. MathWorks Matlab

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 Science Platforms

16th

Average Rating

7.8

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

Data Visualization (18th)

MathWorks Matlab

Ranking in Data Science Platforms

17th

Average Rating

8.6

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of April 2025, in the Data Science Platforms category, the mindshare of Google Cloud Datalab is 0.9%, down from 1.2% compared to the previous year. The mindshare of MathWorks Matlab is 0.7%, down from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Science Platforms

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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Neha Wanjari

Technical Lead at KPIT Technologies

Has Simulink feature which helps with visual representations

The tool's most valuable feature is the Simulink environment. This feature provides an incredible capability to visually represent the system behavior before creating the code. It allows you to see the flow and interactions of the system, which is extremely beneficial for software development. With this visual representation, you can better understand the system's behavior, make necessary adjustments, and ensure maintenance and updates. This capability is why I love working with the product. The solution's UI has greatly supported my development process. I would rate it an eight point five out of ten for its user interface. It's easy to explain how a system works, especially if I've created a model in the Simulink environment. Integrating it with other languages or tools has always benefited my projects. Even though I've only used two languages, it has been advantageous overall.

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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 APIs are valuable."

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

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

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

"Google Cloud Datalab is very customizable."

"The tool's most valuable feature is the Simulink environment. This feature provides an incredible capability to visually represent the system behavior before creating the code. It allows you to see the flow and interactions of the system, which is extremely beneficial for software development. With this visual representation, you can better understand the system's behavior, make necessary adjustments, and ensure maintenance and updates. This capability is why I love working with the product."

"Personally for me, because I do a lot of development, I like that it is easy to test mathematical algorithms with several matrix calculations. It's perfect for that."

"The platform's most valuable feature is its field-specific packages, which make it very easy to use."

Cons

"Even if your application is always connected to its database, the processing can be cumbersome. It shouldn't be so complicated."

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

"The interface should be more user-friendly."

"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."

"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."

"One area where the product could improve is in the ease of learning."

"In the area of improvement, sometimes there are issues with the speed of MathWorks Matlab, particularly in the Simulink environment. The tool's latest versions can be slow to open, taking significant time to load. Additionally, saving data and integrating models can also be time-consuming processes."

"To make use of the GPU, you have to have an Nvidia card. What I would want it to do is to run in Next Generation with Intel or AMD, and not just with Nvidia."

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."

"We have a single user license. Support and add-ons are an extra fee."

"The pricing for the software itself is reasonable, and I didn't encounter any additional costs beyond the initial purchase or license."

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Top Industries

By visitors reading reviews

Financial Services Firm

20%

Computer Software Company

12%

University

11%

Manufacturing Company

Financial Services Firm

10%

University

Computer Software Company

Energy/Utilities Company

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.

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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...

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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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What do you like most about MathWorks Matlab?

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What is your experience regarding pricing and costs for MathWorks Matlab?

The pricing for the software itself is reasonable, and I didn't encounter any additional costs beyond the initial purchase or license.

See all answers

What needs improvement with MathWorks Matlab?

One area where the product could improve is in the ease of learning. The syntax can be challenging for first-time programmers or those unfamiliar with specialized languages. Also, while the communi...

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Comparisons

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Compared 31% of the time

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Compared 23% of the time

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Compared 25% of the time

IBM SPSS Statistics vs MathWorks Matlab

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Compared 20% of the time

KNIME vs MathWorks Matlab

Compared 16% of the time

TIBCO Data Science vs MathWorks Matlab

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Product Reports

Buyer's Guide

Google Cloud Datalab

April 2025

Download Google Cloud Datalab product report

Buyer's Guide

Data Science Platforms

March 2025

Download MathWorks Matlab product report

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

Information not available

MathWorks

Buyer's Guide

Google Cloud Datalab vs. MathWorks Matlab

March 2025

Free Report: Google Cloud Datalab vs. MathWorks Matlab

Find out what your peers are saying about Google Cloud Datalab vs. MathWorks Matlab and other solutions. Updated: March 2025.

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