Azure Machine Learning vs. Splunk Enterprise

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Azure Machine Learning
Score 7.9 out of 10
N/A
Microsoft's Azure Machine Learning is and end-to-end data science and analytics solution that helps professional data scientists to prepare data, develop experiments, and deploy models in the cloud. It replaces the Azure Machine Learning Workbench.
$0
per month
Splunk Enterprise
Score 8.3 out of 10
N/A
Splunk is software for searching, monitoring, and analyzing machine-generated big data, via a web-style interface. It captures, indexes and correlates real-time data in a searchable repository from which it can generate graphs, reports, alerts, dashboards and visualizations.N/A
Pricing
Azure Machine LearningSplunk Enterprise
Editions & Modules
Studio Pricing - Free
$0.00
per month
Production Web API - Dev/Test
$0.00
per month
Studio Pricing - Standard
$9.99
per ML studio workspace/per month
Production Web API - Standard S1
$100.13
per month
Production Web API - Standard S2
$1000.06
per month
Production Web API - Standard S3
$9999.98
per month
No answers on this topic
Offerings
Pricing Offerings
Azure Machine LearningSplunk Enterprise
Free Trial
NoYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
Azure Machine LearningSplunk Enterprise
Considered Both Products
Azure Machine Learning

No answer on this topic

Splunk Enterprise
Chose Splunk Enterprise
I have not evaluated other products
Top Pros
Top Cons
Features
Azure Machine LearningSplunk Enterprise
Security Information and Event Management (SIEM)
Comparison of Security Information and Event Management (SIEM) features of Product A and Product B
Azure Machine Learning
-
Ratings
Splunk Enterprise
7.4
54 Ratings
5% below category average
Centralized event and log data collection00 Ratings6.553 Ratings
Correlation00 Ratings6.052 Ratings
Event and log normalization/management00 Ratings6.153 Ratings
Deployment flexibility00 Ratings7.549 Ratings
Integration with Identity and Access Management Tools00 Ratings7.549 Ratings
Custom dashboards and workspaces00 Ratings8.554 Ratings
Host and network-based intrusion detection00 Ratings7.037 Ratings
Data integration/API management00 Ratings8.35 Ratings
Behavioral analytics and baselining00 Ratings7.74 Ratings
Rules-based and algorithmic detection thresholds00 Ratings7.84 Ratings
Response orchestration and automation00 Ratings6.94 Ratings
Reporting and compliance management00 Ratings7.94 Ratings
Incident indexing/searching00 Ratings8.95 Ratings
Best Alternatives
Azure Machine LearningSplunk Enterprise
Small Businesses
IBM SPSS Modeler
IBM SPSS Modeler
Score 7.8 out of 10
AlienVault USM
AlienVault USM
Score 8.0 out of 10
Medium-sized Companies
Posit
Posit
Score 9.1 out of 10
Splunk Enterprise Security (ES)
Splunk Enterprise Security (ES)
Score 8.4 out of 10
Enterprises
IBM SPSS Modeler
IBM SPSS Modeler
Score 7.8 out of 10
Microsoft Sentinel
Microsoft Sentinel
Score 8.5 out of 10
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User Ratings
Azure Machine LearningSplunk Enterprise
Likelihood to Recommend
8.0
(4 ratings)
7.0
(70 ratings)
Likelihood to Renew
7.0
(1 ratings)
10.0
(17 ratings)
Usability
7.0
(2 ratings)
9.0
(3 ratings)
Availability
-
(0 ratings)
10.0
(1 ratings)
Support Rating
7.9
(2 ratings)
8.4
(17 ratings)
Online Training
-
(0 ratings)
8.0
(1 ratings)
Implementation Rating
8.0
(1 ratings)
9.0
(2 ratings)
Product Scalability
-
(0 ratings)
9.1
(1 ratings)
User Testimonials
Azure Machine LearningSplunk Enterprise
Likelihood to Recommend
Microsoft
For [a] data scientist require[d] to build a machine learning model, so he/she didn't worry about infrastructure to maintain it.
All kind of feature[s] such as train, build, deploy and monitor the machine learning model available in a single suite.
If someone has [their] own environment for ML studio, so there [it would] not [be] useful for them.
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Splunk
Pros: Splunk is very well suited if you have multiple log sources of related data. All of them can be correlated and tasks can be automated based on the requirement. Other than alerts, Splunk can also run a specific script of your choice, based on some defined conditions. Cons: If you have a few logs but a large number of log sources, Splunk can be very expensive.
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Pros
Microsoft
  • User friendliness: This is by far the most user friendly tool I've seen in analytics. You don't need to know how to code at all! Just create a few blocks, connect a few lines and you are capable of running a boosted decision tree with a very high R squared!
  • Speed: Azure ML is a cloud based tool, so processing is not made with your computer, making the reliability and speed top notch!
  • Cost: If you don't know how to code, this is by far the cheapest machine learning tool out there. I believe it costs less than $15/month. If you know how to code, then R is free.
  • Connectivity: It is super easy to embed R or Python codes on Azure ML. So if you want to do more advanced stuff, or use a model that is not yet available on Azure ML, you can simply paste the code on R or Python there!
  • Microsoft environment: Many many companies rely on the Microsoft suite. And Azure ML connects perfectly with Excel, CSV and Access files.
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Splunk
  • Real-time + Scheduled alerts - i-e you can set up alerts which are actively monitoring your logs
  • Pretty good response time for search results. With our key/value logging, Splunk makes it blazing fast to query the data.
  • Dashboards provide insights into historical data
  • Love how Splunk indexes all of the data and provides keys to search on
Read full review
Cons
Microsoft
  • It would be great to have text tips that could ease new users to the platform, especially if an error shows up
  • Scenario-based documentation
  • Pre-processing of modules that had been previously run. Sometimes they need to be re-run for no apparent reason
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Splunk
  • At times some queries can run slowly if indices are not on a portion of the query you use.
  • Setup time initially can be difficult if your logs aren't stored in common locations or in a common way to write the log.
  • Ability to ingest logs from different locations without having to change code to put logs in a certain place (pro and con).
  • Searches can be a bit more difficult to look through if your log isn't pulled in a manner that is easy to read through splunk.
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Likelihood to Renew
Microsoft
No answers on this topic
Splunk
We are using Splunk extensively in our projects and we have recently upgraded to Splunk version 6.0 which is quite efficient and giving expected results. We keep track of updates and new features Splunk introduces periodically and try to introduce those features in our day to day activities for improvement in our reporting system and other tasks.
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Usability
Microsoft
Easy and fastest way to develop, test, deploy and monitor the machine learning model.
- Easy to load the data set
-Drag and drop the process of the Machine learning life cycle.
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Splunk
You can literally throw in a single word into Splunk and it will pull back all instances of that word across all of your logs for the time span you select (provided you have permission to see that data). We have several users who have taken a few of the free courses from Splunk that are able to pull data out of it everyday with little help at all.
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Reliability and Availability
Microsoft
No answers on this topic
Splunk
When properly setup and configured, Splunk is extremely reliable.
Read full review
Support Rating
Microsoft
Support is nonexistent. It's very frustrating to try and find someone to actually talk to. The robot chatbots are just not well trained.
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Splunk
Splunk maintains a well resourced support system that has been consistent since we purchased the product. They help out in a timely manner and provide expert level information as needed. We typically open cases online and communicate when possible via e-mail and are able to resolve most issues with that method.
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Online Training
Microsoft
No answers on this topic
Splunk
The online course was simple clear and described the main capabilities of the solution. There is also an initial module that can be done for free so anyone can familiarize themselves with the functionality of this solution. On the other hand, however, there could be more free online courses. Maybe even with a certificate, this would broaden the group of people who are familiar with the platform while increasing familiarity with the solution itself.
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Implementation Rating
Microsoft
Not sure
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Splunk
Smooth without too many major issues.
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Alternatives Considered
Microsoft
It is easier to learn, it has a very cost effective license for use, it has native build and created for Azure cloud services, and that makes it perfect when compared against the alternatives. As a Microsoft tool, it has been built to contain many visual features and improved usability even for non-specialist users.
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Splunk
I wanted to learn a new language that I can quickly master and implement. Splunk is easy, fun to use and best of all, it can be developed in hours not days or weeks. Splunk is fundamentally a programming language that is minimal but yet powerful enough to collect, analyze and visualize data.
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Scalability
Microsoft
No answers on this topic
Splunk
Splunk can scale in to the petabyte per day range which of course is awesome
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Return on Investment
Microsoft
  • Productivity: Instead of coding and recoding, Azure ML helped my organization to get to meaningful results faster;
  • Cost: Azure ML can save hundreds (or even thousands) of dollars for an organization, since the license costs around $15/month per seat.
  • Focus on insights and not on statistics: Since running a model is so easy, analysts can focus more on recommendations and insights, rather than statistical details
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Splunk
  • Overall very positive. It has provided visibility to what is going on within our network.
  • One drawback is the time it takes to get up to speed with the application, but this is up to the user, and Splunk education is excellent.
  • In my field, IT Security, there are few other friends to have in your back pocket better than Splunk. They are just that good.
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ScreenShots