Google Cloud Datalab vs Splunk Cloud 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 #3 with an average rating of 8.4. Google holds a 0.8% mindshare in DV, compared to Splunk’s 1.2% mindshare. Additionally, 80% of Google users are willing to recommend the solution, compared to 94% 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 Cloud Platform

Read 58 Splunk Cloud Platform reviews

1,736 Views
399 Comparison Views

94% willing to recommend

Google Cloud Datalab

Splunk Cloud Platform

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 1, 2025

Google Cloud Datalab and Splunk Cloud Platform compete in data analysis and cloud services. Splunk Cloud Platform has an advantage due to its feature-rich data analysis capabilities, despite its higher pricing.

Features: Google Cloud Datalab supports integration within Google's ecosystem and offers tools ideal for users embedded in Google Cloud. It benefits from seamless integration and data visualization capabilities, enhanced by AI features like auto-completion. Splunk Cloud Platform excels in data indexing, analytics, and handling large-scale data with robust machine-learning tools. It is praised for its powerful search and log aggregation features.

Room for Improvement: Google Cloud Datalab could enhance its AI configuration processes, which sometimes require node adjustments and server restarts. Its support within the broader Google framework may be cumbersome for some users. Splunk Cloud Platform, while feature-rich, could improve integration process simplicity as its advanced customization requires technical expertise. Its cost might be prohibitive to smaller organizations seeking fewer features.

Ease of Deployment and Customer Service: Google Cloud Datalab offers easy deployment within Google Cloud, benefiting from Google's resource availability but involving broader service navigation. Splunk Cloud Platform provides customizable deployment, demanding more technical knowledge. Its customer service is noted for responsiveness and is considered a key differentiator.

Pricing and ROI: Google Cloud Datalab's cost-effectiveness attracts organizations within Google's ecosystem, offering quick ROI with low setup costs. Splunk Cloud Platform, although more expensive, delivers ROI through advanced data handling and functionalities, appealing to businesses needing comprehensive solutions.

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

Buyer's Guide

Google Cloud Datalab vs. Splunk Cloud 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 Cloud Platform

Ranking in Data Visualization

3rd

Average Rating

8.2

Reviews Sentiment

6.0

Number of Reviews

Ranking in other categories

IT Alerting and Incident Management (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 Splunk Cloud Platform is 1.2%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Visualization Market Share Distribution
Product	Market Share (%)
Splunk Cloud Platform	1.2%
Google Cloud Datalab	0.8%
Other	98.0%

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

UzairKhan

Business General Manager at Mutex Systems

AI-driven analytics significantly enhance operational decision-making

I am currently working with the solution, but I need to know from which NNTT. The interface is okay; its interface is good, and user interface is good. I would recommend Splunk Cloud Platform to other users and organizations because it adds value to the organization; you can do different things with it because it's a pure analytical tool, not only a SIEM tool. I am mostly focused on Splunk Cloud Platform because I chose this vendor due to the feature set that was offered by Splunk Cloud Platform; it was not being offered by any other vendor. Splunk Cloud Platform is the vendor I am referring to, not NNTT. Maintenance for Splunk Cloud Platform has been done manually, not automatically. Usually, one person takes part in maintenance. Regarding the number of users for Splunk Cloud Platform, it involves discussing the number of organizations or the number of people working in those organizations. In general, I would rate Splunk Cloud Platform a nine.

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

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

"The APIs are valuable."

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

"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."

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

"The most valuable feature is the SPL because without it we wouldn't be able to correlate and build our use cases and manage what we have for our data inside Splunk."

"I can trace an event back to its root cause. I can find the root cause instead of just looking at the symptoms across different things."

"In my organization, Splunk Cloud Platform has improved the issue revolving around transactions."

"The data management and instant search features are the most valuable ones for us, as they allow us to instantly retrieve information needed for reports and security compliance."

"I like the fact that we do not have to maintain all the cloud infrastructure. That is probably the main thing about the Splunk Cloud Platform."

"Splunk Cloud Platform's most valuable features are enterprise security and ticketing integration."

"The Splunk Cloud Platform has reduced our mean time to resolve. It has easily saved 20 to 30 minutes every time someone gets locked out. We get 10 or 15 instances per day where people get locked out. It definitely saves a few hours per day."

"The most valuable features are reliability and logging. It's in the cloud so it has more stability and easy maintenance."

More Splunk Cloud Platform pros

Cons

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

"The product must be made 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."

"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 interface should be more user-friendly."

"From an enterprise standpoint, we are more limited in terms of what data we can export and how we can present it."

"I want to have the ability to process the ingestion before it is sent to the back end and Splunk just announced that the feature is coming, so now it just needs to be released."

"The return on investment with Splunk Cloud Platform has been poor. There is a significant possibility we will be replacing it in the next quarter or two."

"First-time users may struggle with the user interface. When I first used Splunk, I entered my username and password. After that, we get a dashboard on the left side with apps. At the top, you can click the gear icon to view the settings. Within those settings, there's a distributed console option with several settings. It's a bit overwhelming for a beginner. The user knows what they want and can search for it in the search bar. If I see several apps, my first instinct is to scroll down to find the app, or perhaps you will find that search and report. That bugged me when I was learning."

"Customization could be simplified."

"Extracting meaningful insights beyond essential log data proves challenging due to the product's reliance on manual processes."

"The security connection should have a seamless integration. Other than that, the way we are using it, so far, it seems quite good."

"The disadvantage of Splunk Cloud Platform is that its integration process should be improved."

More Splunk Cloud Platform cons

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 price for Splunk Cloud Platform is the same as our maintenance costs for Splunk Enterprise on-premises."

"As far as the pricing goes, it was what was expected. It is a premium product. There were no surprises there."

"The price is something that people complain about."

"The Splunk Cloud Platform is expensive."

"Currently, we have the ingest-based license. They are offering SVC-based licenses as well, but I am not a fan of SVC-based licensing. At the end of the day, I want to predict my budget and how much I am going to pay to the vendor so that I can plan my yearly budget."

"Splunk Cloud Platform fell within our budget so we pulled the trigger and implemented it."

"It was a good model."

"Splunk Cloud Platform's pricing is a little on the higher end."

More Splunk Cloud Platform pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

28%

University

Computer Software Company

Government

Computer Software Company

31%

Financial Services Firm

10%

Manufacturing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	6
Large Enterprise	42

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 Cloud Platform?

Splunk has sped up our response and reduced the time we spend manually monitoring any logs for ticketing tools or servers. It saves us around two hours daily.

See all answers

What is your experience regarding pricing and costs for Splunk Cloud Platform?

If I were to rate the price for the product from 1 to 10, I would rate it nine.

See all answers

What needs improvement with Splunk Cloud Platform?

The disadvantage of Splunk Cloud Platform is that its integration process should be improved. The challenges I have encountered while integrating Splunk Cloud Platform include that integration is a...

See all answers

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Compared 12% of the time

Splunk ITSI (IT Service Intelligence) vs Splunk Cloud Platform

Compared 10% of the time

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Product Reports

Buyer's Guide

Google Cloud Datalab

September 2025

Download Google Cloud Datalab product report

Buyer's Guide

Splunk Cloud Platform

September 2025

Download Splunk Cloud 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

Splunk Cloud Platform enhances operational efficiency with streamlined log management and real-time data analysis, offering customizable dashboards, seamless system integration, and a user-friendly interface that simplifies infrastructure management.

Splunk Cloud Platform stands out for its robust indexing and powerful search capabilities, delivering end-to-end visibility across environments. AI-driven security measures enhance cybersecurity intelligence, while its flexible log management reduces resolution times. The platform integrates effortlessly with diverse systems, supporting centralized log management, security monitoring, and application performance analysis. Users leverage its comprehensive analytics for troubleshooting, alerting, and visualization, optimizing costs and ensuring compliance with unified data sources.

What are the key features of Splunk Cloud Platform?

Customizable Dashboards: Personalized insights with adaptable visualizations.
Powerful Search Capabilities: Advanced search functions that simplify data retrieval.
Seamless Integration: Easily connects with various systems to consolidate data.
Quick Setup: Accelerated deployment process, reducing time to value.
AI-driven Security Measures: Advanced protection with automated threat detection.
Real-Time Data Analysis: Instant insights for timely decision-making.

What benefits and ROI should users expect?

Enhanced Operational Efficiency: Streamlined processes reduce workload.
Reduced Resolution Times: Faster issue identification and resolution.
Cost-Effectiveness: Optimize resources and reduce expenses.
End-to-End Visibility: Comprehensive understanding across environments.
Flexibility in Log Management: Adaptable to business needs with ease.

In many industries, Splunk Cloud Platform is implemented primarily for unified log management, cybersecurity initiatives, and application performance monitoring. Businesses utilize it to streamline IT operations, integrate data sources, and leverage insights for troubleshooting and strategic decision-making, ensuring compliance and optimized resource use.

Splunk

Sample Customers

Information Not Available

Mindtouch

Buyer's Guide

Google Cloud Datalab vs. Splunk Cloud Platform

September 2025

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