Google Cloud Datalab vs Splunk Enterprise Platform comparison

Google Cloud Datalab vs. Splunk Enterprise Platform

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Helped 849,963 peers since 2012

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 May 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 1.6%, up from 0.9% 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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Kundan Nagare

Senior Consultant at Infosys

Offers excellent data analysis and visualization capabilities

I use the Platform to monitor my IT infrastructure. There are apps for Linux and Windows servers that capture performance metrics like CPU and memory usage. These metrics are collected and sent to the blank index through forwarders. Splunk helps with security information and event management by detecting and monitoring network equipment and firewalls. It saves searches for specific terms, like threats, in firewall logs. When a match is found, it alerts about potential security breaches, helping to detect and address them. The real-time processing capability in Splunk enhances data monitoring by centrally collecting all data. This allows for easy searching and scheduling of searches, reducing the need for manual intervention. The dashboard and visualization features in Splunk impact data analysis by providing a clear status of data analysis. Users can create customized views for management, helping them understand what is happening within the infrastructure more effectively. I would recommend Splunk to others, especially from the CIM perspective. Its data analysis and visualization capabilities are unmatched, making it an excellent choice for SIM. Overall, I would rate Splunk Enterprise Platform as a nine out of ten.

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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."

"Google Cloud Datalab is very customizable."

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

"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."

"The APIs are valuable."

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

"It is a scalable solution."

"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."

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

"The most valuable features of Splunk Enterprise Platform include its performance, ease of implementation, and user interface, which are superior compared to other on-premises products."

"Splunk's real-time processing capability has been pretty good for my use cases."

"Splunk Enterprise Platform can be used for security, IT monitoring, and observability."

"The best thing about Splunk is you can collect all the data you want, and you can play with the data and do what you want."

More Splunk Enterprise Platform pros

Cons

"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."

"The interface should be more user-friendly."

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

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

"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."

"There is room for improvement in terms of scalability."

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

"Based on my experience, I've noticed areas for improvement, particularly in support. Developers typically interact with support personnel who may lack technical expertise when raising support tickets. This can result in delays as initial interactions involve sharing documents before escalation to higher support levels."

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

"Splunk could improve by enhancing its graphical view functionality. Compared to other BI tools, Splunk's graphic features are limited; customers desire detailed, rich visual effects, like world maps showing threat attacks as animations."

"The platform is too expensive for small businesses. Splunk should focus more on delivering something for small businesses and entrepreneurs."

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

"Sometimes, queries don't give proper results, and the indexes go down."

More Splunk Enterprise Platform cons

Pricing and Cost Advice

"The product is cheap."

"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."

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

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

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

"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."

"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."

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

"The tool is expensive."

"The solution’s pricing is moderate."

More Splunk Enterprise Platform pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

21%

University

12%

Computer Software Company

10%

Manufacturing Company

Hospitality Company

16%

Financial Services Firm

14%

Manufacturing Company

13%

Healthcare Company

12%

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.

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 ...

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.

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.

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.

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Product Reports

Google Cloud Datalab

Download Google Cloud Datalab product report

Splunk Enterprise Platform

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

Google Cloud Datalab vs. Splunk Enterprise Platform