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Splunk User Behavior Analytics vs Weka comparison

 

Comparison Buyer's Guide

Executive Summary

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

Splunk User Behavior Analytics
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
22
Ranking in other categories
Intrusion Detection and Prevention Software (IDPS) (11th), User Entity Behavior Analytics (UEBA) (4th)
Weka
Average Rating
7.6
Number of Reviews
14
Ranking in other categories
Data Mining (2nd), Anomaly Detection Tools (4th)
 

Mindshare comparison

Splunk User Behavior Analytics and Weka aren’t in the same category and serve different purposes. Splunk User Behavior Analytics is designed for User Entity Behavior Analytics (UEBA) and holds a mindshare of 10.2%, down 11.5% compared to last year.
Weka, on the other hand, focuses on Data Mining, holds 21.1% mindshare, up 20.4% since last year.
User Entity Behavior Analytics (UEBA)
Data Mining
 

Featured Reviews

Subhayu Chakraborty - PeerSpot reviewer
Automatic reports streamline tasks and offers easy report gathering
The dashboard part could be improved. While using it, I noticed two options: Classic, which is adequate yet only in black and white, and another one that is more advanced or smart, though I forgot the exact term. I encountered several issues while trying to create solutions for this advanced version, which seem unrelated to query or data issues.
AwaisAnwar - PeerSpot reviewer
Open source, good for basic data mining use cases except for the visualization results
I haven't found it particularly useful. It lacks state-of-the-art algorithms and impressive outcomes. While it might offer insights for basic warehouse tasks, it falls short of deeper understanding and results. Moreover, a new user interface would be great, especially for beginners. Something that guides them through the available tools and helps them achieve their goals. I haven't seen anything like that myself, though maybe it's there and I missed it.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Features like alerts and auto report generation are valuable."
"The most valuable features are the indexing and powerful search features."
"The most valuable features are its data aggregation and the ability to automatically identify a number of threats, then suggest recommended actions upon them."
"It's straightforward in terms of configuration and troubleshooting and log management and monitoring as well. These are the edge points in addition to it being a modular solution where you can capitalize on your current licenses with extra licensing models, which can match the customer's business requirement and it can help the customer to design or to actually plan for their own roadmap."
"The solution is definitely scalable."
"The solution is extremely scalable. Our customers are regularly scaling up after installing Splunk."
"Splunk User Behavior Analytics is a one hundred percent stable solution."
"Because of some of the visualizations that we utilize, we are able to understand strange, unusual traffic on our networks."
"With clustering, if it's a yes, it's a yes, if it's a no, it's a no. It gives you a 100% level of accuracy of a model that has been trained, and that is in most cases, usually misleading. Classification is highly valuable when done as opposed to clustering."
"Weka's best features are its user-friendly graphic interface interpretation of data sets and the ease of analyzing data."
"It is a stable product."
"I mainly use this solution for the regression tree, and for its association rules. I run these two methodologies for Weka."
"It doesn’t cost anything to use the product."
"I like the machine algorithm for clustering systems. Weka has larger capabilities. There are multiple algorithms that can be used for clustering. It depends upon the user requirements. For clustering, I've used DBSCAN, whereas for supervised learning, I've used AVM and RFT."
"Weka is a very nice tool, it needs very small requirements. If I want to implement something in Python, I need a lot of memory and space but Weka is very lightweight. Anyone can implement any kind of algorithm, and we can show the results immediately to the client using the one-page feature. The client always wants to know the story. They want the result."
"The path of machine learning in classification and clustering is useful. The GUI can get you results. No programming is needed. No need to write down your script first or send to your model or input your data."
 

Cons

"The price of Splunk UBA is too high."
"The dashboard part could be improved. While using it, I noticed two options: Classic, which is adequate yet only in black and white, and another one that is more advanced or smart."
"I'm not aware of any lacking features."
"There are occasional bugs."
"The ability to do more complicated data investigation would be a welcome addition for pros, though the functionality now gives most people what they need."
"It could be easier to scale the solution if you are using it on-premise, not in the cloud."
"They should work to add more built-in correlation searches and more use cases based on worldwide customer experiences. They need more ready-made use cases."
"I would like to see an enhancement in the automation of creating the rules."
"The filter section lacks some specific transformation tools. If you want to change a variable from a numeric variable to a categorical variable, you don't have a feature that can enable you to change a variable from a numeric variable to a categorical variable."
"While it might offer insights for basic warehouse tasks, it falls short of deeper understanding and results."
"Weka could be more stable."
"Not particularly user friendly."
"The product is good, but I would like it to work with big data. I know it has a Spark integration they could use to do analysis in clusters, but it's not so clear how to use it."
"In terms of scalability, I think Weka is not prepared to handle a large number of users."
"I believe is there are a few newer algorithms that are not present in the Weka libraries. Whereas, for example, if I want to have a solution that involves deep learning, so I don't think that Weka has that capability. So in that case I have to use Python for ... predict any algorithms based on deep learning."
"Weka is a little complicated and not necessarily suited for users who aren't skilled and experienced in data science."
 

Pricing and Cost Advice

"There are additional costs associated with the integrator."
"My biggest complaint is the way they do pricing... You can never know the pricing for next year. Every single time you adjust to something new, the price goes up. It's impossible to truly budget for it. It goes up constantly."
"I hope we can increase the free license to be more than 5 gig a day. This would help people who want to introduce a POC or a demo license for the solution."
"Pricing varies based on the packages you choose and the volume of your usage."
"The licensing costs is around 10,000 dollars."
"I am not aware of the price, but it is expensive."
"Currently, I am using an open-source version so I don't know much about the price of this solution."
"We use the free version now. My faculty is very small."
"The solution is free and open-source."
"As far as I know, Weka is a freeware tool, and I am not aware if they have an online solution or if it is a commercial product."
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Top Industries

By visitors reading reviews
Computer Software Company
17%
Financial Services Firm
12%
Government
9%
Manufacturing Company
8%
University
19%
Educational Organization
15%
Computer Software Company
11%
Financial Services Firm
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about Splunk User Behavior Analytics?
The solution's most valuable feature is Splunk queries, which allow us to query the logs and analyze the attack vectors.
What is your experience regarding pricing and costs for Splunk User Behavior Analytics?
Splunk is up to the mark in terms of pricing. However, I cannot provide specific comments on the pricing at the moment.
What needs improvement with Splunk User Behavior Analytics?
The dashboard part could be improved. While using it, I noticed two options: Classic, which is adequate yet only in black and white, and another one that is more advanced or smart, though I forgot ...
What is your experience regarding pricing and costs for Weka?
Weka is free and open-source software. That is why I used it over KNIME.
What needs improvement with Weka?
I haven't found it particularly useful. It lacks state-of-the-art algorithms and impressive outcomes. While it might offer insights for basic warehouse tasks, it falls short of deeper understanding...
 

Also Known As

Caspida, Splunk UBA
No data available
 

Overview

 

Sample Customers

8 Securities, AAA Western, AdvancedMD, Amaya, Cerner Corporation, CJ O Shopping, CloudShare, Crossroads Foundation, 7-Eleven Indonesia
Information Not Available
Find out what your peers are saying about Splunk User Behavior Analytics vs. Weka and other solutions. Updated: March 2024.
842,296 professionals have used our research since 2012.