Try our new research platform with insights from 80,000+ expert users

GoodData vs Google Cloud Datalab 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

GoodData
Ranking in Data Visualization
28th
Average Rating
7.0
Reviews Sentiment
8.1
Number of Reviews
2
Ranking in other categories
Embedded BI (15th)
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)
 

Mindshare comparison

As of January 2026, in the Data Visualization category, the mindshare of GoodData is 1.2%, up from 0.5% compared to the previous year. The mindshare of Google Cloud Datalab is 1.1%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization Market Share Distribution
ProductMarket Share (%)
Google Cloud Datalab1.1%
GoodData1.2%
Other97.7%
Data Visualization
 

Featured Reviews

it_user241098 - PeerSpot reviewer
Engagement Manager at a tech services company with 501-1,000 employees
​Setup is straightforward from a business user standpoint but MAQL needs to be easier.
Cloud connect Report generator MAQL needs to be easier Better row-level security for end-users I've used it for nine months, mainly for implementation and delivery to customers. No issues encountered. No issues encountered. When the source is big and/or the source is Netsuite there are…
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.
report
Use our free recommendation engine to learn which Data Visualization solutions are best for your needs.
881,114 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
No data available
Financial Services Firm
25%
Computer Software Company
10%
University
9%
Manufacturing Company
6%
 

Company Size

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

Questions from the Community

Ask a question
Earn 20 points
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 ...
 

Overview

 

Sample Customers

AutoPilot, Redbubble, showpad, SpareFoot, LogMeIn, CSC
Information Not Available
Find out what your peers are saying about Salesforce, Apache, Splunk and others in Data Visualization. Updated: January 2026.
881,114 professionals have used our research since 2012.