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 8.4. Google holds a 0.6% mindshare in DV, compared to Splunk’s 1.7% 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

135 Views
116 Comparison Views

80% willing to recommend

Splunk Enterprise Platform

Read 31 Splunk Enterprise Platform reviews

478 Views
275 Comparison Views

93% willing to recommend

Google Cloud Datalab

Splunk Enterprise Platform

Comparison Buyer's Guide

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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: March 2025).

Buyer's Guide

Google Cloud Datalab vs. Splunk Enterprise Platform

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 Visualization

18th

Average Rating

7.8

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

Data Science Platforms (16th)

Splunk Enterprise Platform

Ranking in Data Visualization

4th

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 April 2025, in the Data Visualization category, the mindshare of Google Cloud Datalab is 0.6%, up from 0.4% compared to the previous year. The mindshare of Splunk Enterprise Platform is 1.7%, up from 0.8% 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.

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ABHISHEK DUBEY

Senior Consultant at HSBC

Helps to monitor logs from various sources but improvement is needed in support

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. The dashboard and visualization features are good for data analysis. With features like the Studio dashboard introduced in versions 8 to 9, users find it much easier to create dashboards without knowledge of languages like XML.

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."

"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."

"The APIs are valuable."

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

"Google Cloud Datalab is very customizable."

"It can handle large datasets, swiftly consolidating outputs from every server and device across the network."

"I found the incident notification to be very helpful."

"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."

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

"It is a scalable solution."

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

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

"The most valuable feature of the solution is the analytics part."

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."

"The interface should be more user-friendly."

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

"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."

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

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

"Things have to be managed manually"

"Integration is an area that can be considered as one of the challenges we face with the solution in our company"

"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."

"The product doesn’t have prebuilt dashboards."

"The solution’s pricing could be improved."

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."

"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 tool is expensive."

"Splunk Enterprise Platform is an expensive solution."

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

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

"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."

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

"Product pricing is typically annual, and discounts are often available for longer-term commitments."

More Splunk Enterprise Platform pricing and cost advice

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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

19%

Manufacturing Company

17%

Healthcare Company

13%

Government

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...

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?

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.

See all answers

What is your primary use case for Splunk Enterprise Platform?

We are working with AppDynamics, Splunk Enterprise Platform, and other Splunk products. However, the main use case here is with Splunk Enterprise Platform.

See all answers

Comparisons

IBM SPSS Statistics vs Google Cloud Datalab

Compared 45% of the time

Databricks vs Google Cloud Datalab

Compared 31% of the time

Cloudera Data Science Workbench vs Google Cloud Datalab

Compared 23% of the time

More Google Cloud Datalab Competitors

Apache Superset vs Splunk Enterprise Platform

Compared 80% of the time

Hubble vs Splunk Enterprise Platform

Compared 20% of the time

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Product Reports

Buyer's Guide

Google Cloud Datalab

April 2025

Download Google Cloud Datalab product report

Buyer's Guide

Splunk Enterprise Platform

March 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

March 2025

Free Report: Google Cloud Datalab vs. Splunk Enterprise Platform

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