Google Cloud Datalab vs Splunk Enterprise Platform comparison

Google and Splunk are both solutions in the Data Visualization category. Google is ranked #18 with an average rating of 7.8, while Splunk is ranked #4 with an average rating of 8.3. Google holds a 0.8% mindshare in DV, compared to Splunk’s 1.6% mindshare. Additionally, 80% of Google users are willing to recommend the solution, compared to 93% of Splunk users who would recommend it.

Google Cloud Datalab

Read 6 Google Cloud Datalab reviews

749 Views
172 Comparison Views

80% willing to recommend

Splunk Enterprise Platform

Read 34 Splunk Enterprise Platform reviews

819 Views
655 Comparison Views

93% willing to recommend

Google Cloud Datalab

Splunk Enterprise Platform

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Executive SummaryUpdated on Jan 1, 2025

Google Cloud Datalab and Splunk Enterprise Platform compete in the data analytics space, with Splunk having the upper hand due to its advanced analytics capabilities.

Features: Google Cloud Datalab offers seamless integration with Google's ecosystem, robust Python notebook support, and an easy data exploration process. Splunk Enterprise Platform is known for powerful data indexing and search, versatility in data inputs, and comprehensive analytics features.

Room for Improvement: Google Cloud Datalab could enhance data visualization capabilities, expand AI functionalities, and improve data handling for complex projects. Splunk Enterprise Platform might benefit from enhancing its user interface, reducing complexity in learning its language, and offering more cost-effective scaling options.

Ease of Deployment and Customer Service: Google Cloud Datalab is praised for its intuitive setup within Google services and integrated support. Splunk Enterprise Platform offers flexible deployment across diverse IT environments with dedicated support for intricate setups.

Pricing and ROI: Google Cloud Datalab provides a cost-effective solution for those already invested in Google Cloud, offering favorable ROI. Splunk Enterprise Platform, despite its higher initial costs, promises substantial ROI through superior data processing capabilities.

To learn more, read our detailed Google Cloud Datalab vs. Splunk Enterprise Platform Report (Updated: September 2025).

Buyer's Guide

Google Cloud Datalab vs. Splunk Enterprise Platform

September 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 (19th)

Splunk Enterprise Platform

Ranking in Data Visualization

4th

Average Rating

8.4

Reviews Sentiment

7.5

Number of Reviews

Ranking in other categories

IT Alerting and Incident Management (5th)

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 Splunk Enterprise Platform is 1.6%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Visualization Market Share Distribution
Product	Market Share (%)
Splunk Enterprise Platform	1.6%
Google Cloud Datalab	0.8%
Other	97.6%

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.

Read full review

Mohammed Hassan

Regional Director at iSecureMind

Real-time data analysis benefits but automation in role creation needs improvement

Splunk Enterprise Platform is a good tool to have, but it is expensive. The features that have proven most effective for real-time data analysis include parts of the platform and its automation capabilities. However, I want them to enhance their automation to cover every aspect, particularly the automation of roles creation.

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

"The APIs are valuable."

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

"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."

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

"Splunk Enterprise Platform is an easy-to-use and easy-to-configure solution."

"From a stability perspective, the tool is good."

"Splunk Enterprise Platform is a good tool to have, but it is expensive."

"The product helps monitor and visualize data. It allows you to handle various tasks. You can store, visualize, and analyze data with the Splunk Enterprise Platform. It offers features like virtual folders and heavy folders for filtering data. Additionally, you can create dashboards to showcase data to different teams and stakeholders. The tool also enables the creation of analytics and alerts and sends reports, making it a valuable tool for our system."

"Splunk Enterprise is a wireless enterprise application that can be customized based on training."

"The platform has a powerful search engine, allowing the integration of custom AI such as ChatGPT, and it also has Phantom as a SOAR, which is more refined and gives more accurate results than any other AI integrated SIM tool."

"The solution is very good for monitoring compared to other tools."

"It is a scalable solution."

More Splunk Enterprise Platform pros

Cons

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

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

"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."

"The interface should be 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."

"Splunk Enterprise Platform should include more integrations with other security tools."

"There should be continuous customer engagement and training programs on the new features and capabilities introduced by the solution."

"It's not easy or feasible to reach out to Splunk directly."

"The Splunk Processing Language (SPL) poses a steep learning curve for new users."

"While Splunk Enterprise Platform is a good product, it is expensive. Additionally, it is complex for inexperienced cybersecurity engineers and requires experienced personnel to handle it effectively."

"he product's initial setup phase needs to be made easy since it looks like it is very complex compared to the other tools in the market."

"The support offered by Splunk Enterprise Platform has certain shortcomings that need improvement."

"Things have to be managed manually"

More Splunk Enterprise Platform cons

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."

"The solution's pricing increases with the amount of data used. This pricing model is acceptable because it aligns with the security features provided. It ensures that the price reflects the level of security and the amount of data we're managing."

"I have heard from my managers that Splunk Enterprise Platform is an expensive solution."

"The product is expensive, and the cost depends on the amount of data ingestion."

"Splunk Enterprise Platform is an expensive solution."

"The tool is expensive."

"On a scale from one to ten, where one is cheap, and ten is expensive, I rate the solution's pricing around seven or eight out of ten."

"The solution is expensive, so I rate its pricing a four out of ten."

"There are yearly payments to be made towards the licensing costs attached to the solution."

More Splunk Enterprise Platform pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

28%

University

Computer Software Company

Government

Financial Services Firm

12%

Hospitality Company

12%

Insurance Company

12%

Healthcare Company

12%

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	1
Large Enterprise	23

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 ...

See all answers

What do you like most about Splunk Enterprise Platform?

The most valuable features of the solution are the load balancing technique, the forwarding technique, and SSL certification.

See all answers

What needs improvement with Splunk Enterprise Platform?

The cost is the most significant area for improvement in Splunk Enterprise Platform, as it is quite expensive, causing many clients to differ due to this reason. Otherwise, I don't see that Splunk ...

See all answers

What is your primary use case for Splunk Enterprise Platform?

I have implemented the complete Splunk Enterprise Platform structure in my previous organization, implementing the platform, creating use cases, dashboard queries, creating dashboards, and onboardi...

See all answers

Comparisons

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Compared 14% of the time

KNIME Business Hub vs Google Cloud Datalab

Compared 12% of the time

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Compared 15% of the time

Splunk Security Essentials vs Splunk Enterprise Platform

Compared 13% of the time

Hubble vs Splunk Enterprise Platform

Compared 12% of the time

Splunk ITSI (IT Service Intelligence) vs Splunk Enterprise Platform

Compared 12% of the time

More Splunk Enterprise Platform Competitors

Product Reports

Buyer's Guide

Google Cloud Datalab

September 2025

Download Google Cloud Datalab product report

Buyer's Guide

Splunk Enterprise Platform

September 2025

Download Splunk Enterprise Platform 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

Explore data of any type and value — no matter where it lives in your data ecosystem.
Drive business resilience by monitoring, alerting and reporting on your operations.
Create custom dashboards and data visualizations to unlock insights from anywhere — in your operations center, on the desktop, in the field and on the go.
Use data from anywhere across your entire organization so you can make meaningful decisions fast.

Splunk

Buyer's Guide

Google Cloud Datalab vs. Splunk Enterprise Platform

September 2025

Free Report: Google Cloud Datalab vs. Splunk Enterprise Platform

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