Google Cloud Datalab vs Splunk Enterprise Platform comparison

Google and Splunk are both solutions in the Data Visualization category. Google is ranked #19 with an average rating of 7.8, while Splunk is ranked #5 with an average rating of 8.4. Google holds a 0.7% 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

740 Views
163 Comparison Views

80% willing to recommend

Splunk Enterprise Platform

Read 34 Splunk Enterprise Platform reviews

719 Views
590 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: July 2025).

Buyer's Guide

Google Cloud Datalab vs. Splunk Enterprise Platform

July 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

19th

Average Rating

7.8

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

Data Science Platforms (18th)

Splunk Enterprise Platform

Ranking in Data Visualization

5th

Average Rating

8.4

Reviews Sentiment

7.7

Number of Reviews

Ranking in other categories

IT Alerting and Incident Management (5th)

Mindshare comparison

As of August 2025, in the Data Visualization category, the mindshare of Google Cloud Datalab is 0.7%, up from 0.5% compared to the previous year. The mindshare of Splunk Enterprise Platform is 1.6%, up 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.

Read full review

UzairKhan

Business General Manager at Mutex Systems

Delivers financial benefits and operational efficiency with impactful data analytics capabilities

My advice for those looking to implement Splunk Enterprise Platform is to know the product well and have hands-on workshops or create a lab to gain complete knowledge before proceeding. Regarding maintenance, it does not require much as it is on-premises. Overall, I would rate Splunk Enterprise Platform an eight.

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

"In MLOps, when we are designing the data pipeline, the designing of the data pipeline is easy in Google Cloud."

"Google Cloud Datalab is very customizable."

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

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

"The APIs are valuable."

"The most valuable feature of Splunk for data analysis is its ability to search using SPL and SQL."

"What I find the most valuable about the platform is its DB Connect and its versatility in general. I also like its adaptability to any use case when it comes to collecting and analyzing data."

"It's not just one feature I like the most. Every person wants to collect and rate logs, and I value how the Splunk Enterprise Platform handles this.The most valuable part for us is setting up the alerts and reports to manage the logs and log metrics. We use it to support every tool across the entire bank.We are the ones who manage all the data, and if there's any issue, everything depends on the Splunk Enterprise Platform."

"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."

"Overall, I rate Splunk Enterprise Platform ten out of ten."

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

"Easy setup and maintenance"

"The most valuable feature of Splunk Enterprise Platform is that it's a customizable solution."

More Splunk Enterprise Platform pros

Cons

"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."

"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."

"The interface should be more user-friendly."

"The product must be made more user-friendly."

"Areas for improvement include enhancing dashboards, reports, alerts, and the monitoring console."

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

"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."

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

"Splunk Enterprise Platform could improve in the area of basic log readability. When performing basic searches without advanced filters, the logs often contain timestamps and various unknown codes or other elements that can be confusing. Removing or simplifying these parts would make it easier for users who are not developers or do not have a development background to understand and find relevant information easily."

"There is room for improvement in introducing more AI capabilities onto Splunk Enterprise Platform."

"The solution's license cost is high and can be improved."

"Splunk can be used primarily to port log files, allowing for easy and quick management of large amounts of logs. However, this can also be a drawback due to the configuration, parsing, and dashboard creation limitations. Communication is stream-based, which means you need to do a lot of pre-emptive setup to get a nice export."

More Splunk Enterprise 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 solution’s pricing is moderate."

"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."

"If you exceed your licensed limit, the product will issue a warning, typically a five-license warning. Additionally, they send daily email notifications informing you about the breach. This prompts you to consider options such as minimizing logs or acquiring additional licensing to address the issue."

"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 rate the product's pricing a ten on a scale of one to ten, where one is cheap, and ten is expensive. It is a very pricey tool."

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

"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."

More Splunk Enterprise Platform pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

30%

University

Government

Computer Software Company

Manufacturing Company

12%

Hospitality Company

12%

Insurance Company

11%

Healthcare Company

11%

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...

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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 ...

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?

For future updates of Splunk Enterprise Platform, I would like to see integration by GUI. The integration should be improved with the UI.

See all answers

What is your primary use case for Splunk Enterprise Platform?

The use cases for Splunk Enterprise Platform ( /products/splunk-enterprise-platform-reviews ) vary depending on the specific scenario. Splunk Enterprise Platform ( /products/splunk-enterprise-platf...

See all answers

Comparisons

Anaconda Business vs Google Cloud Datalab

Compared 32% of the time

IBM SPSS Statistics vs Google Cloud Datalab

Compared 24% of the time

Databricks vs Google Cloud Datalab

Compared 19% of the time

KNIME Business Hub vs Google Cloud Datalab

Compared 13% of the time

Oracle Analytics Cloud vs Google Cloud Datalab

Compared 12% of the time

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Apache Superset vs Splunk Enterprise Platform

Compared 51% of the time

Hubble vs Splunk Enterprise Platform

Compared 21% of the time

Splunk Cloud Platform vs Splunk Enterprise Platform

Compared 17% of the time

Splunk ITSI (IT Service Intelligence) vs Splunk Enterprise Platform

Compared 11% of the time

More Splunk Enterprise Platform Competitors

Product Reports

Buyer's Guide

Google Cloud Datalab

August 2025

Download Google Cloud Datalab product report

Buyer's Guide

Splunk Enterprise Platform

July 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

July 2025

Free Report: Google Cloud Datalab vs. Splunk Enterprise Platform

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