NVIDIA RAPIDS vs. Splunk Enterprise

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
NVIDIA RAPIDS
Score 9.2 out of 10
N/A
NVIDIA RAPIDS is an open source software library for data science and analytics performed across GPUs. Users can run data science workflows with high-speed GPU compute and parallelize data loading, data manipulation, and machine learning for 50X faster end-to-end data science pipelines.N/A
Splunk Enterprise
Score 8.4 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
NVIDIA RAPIDSSplunk Enterprise
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
NVIDIA RAPIDSSplunk 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
NVIDIA RAPIDSSplunk Enterprise
Top Pros
Top Cons
Features
NVIDIA RAPIDSSplunk Enterprise
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
NVIDIA RAPIDS
9.1
2 Ratings
7% above category average
Splunk Enterprise
-
Ratings
Connect to Multiple Data Sources9.62 Ratings00 Ratings
Extend Existing Data Sources8.82 Ratings00 Ratings
Automatic Data Format Detection9.02 Ratings00 Ratings
MDM Integration9.01 Ratings00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
NVIDIA RAPIDS
9.4
2 Ratings
11% above category average
Splunk Enterprise
-
Ratings
Visualization9.42 Ratings00 Ratings
Interactive Data Analysis9.42 Ratings00 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
NVIDIA RAPIDS
8.9
2 Ratings
8% above category average
Splunk Enterprise
-
Ratings
Interactive Data Cleaning and Enrichment7.82 Ratings00 Ratings
Data Transformations9.42 Ratings00 Ratings
Data Encryption9.01 Ratings00 Ratings
Built-in Processors9.42 Ratings00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
NVIDIA RAPIDS
9.2
2 Ratings
8% above category average
Splunk Enterprise
-
Ratings
Multiple Model Development Languages and Tools9.01 Ratings00 Ratings
Automated Machine Learning9.42 Ratings00 Ratings
Single platform for multiple model development9.42 Ratings00 Ratings
Self-Service Model Delivery9.01 Ratings00 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
NVIDIA RAPIDS
9.2
2 Ratings
7% above category average
Splunk Enterprise
-
Ratings
Flexible Model Publishing Options9.42 Ratings00 Ratings
Security, Governance, and Cost Controls9.01 Ratings00 Ratings
Security Information and Event Management (SIEM)
Comparison of Security Information and Event Management (SIEM) features of Product A and Product B
NVIDIA RAPIDS
-
Ratings
Splunk Enterprise
7.5
54 Ratings
4% below category average
Centralized event and log data collection00 Ratings6.553 Ratings
Correlation00 Ratings6.052 Ratings
Event and log normalization/management00 Ratings6.053 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 Ratings7.84 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
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NVIDIA RAPIDSSplunk Enterprise
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User Ratings
NVIDIA RAPIDSSplunk Enterprise
Likelihood to Recommend
10.0
(2 ratings)
7.0
(70 ratings)
Likelihood to Renew
-
(0 ratings)
10.0
(17 ratings)
Usability
-
(0 ratings)
9.0
(3 ratings)
Availability
-
(0 ratings)
10.0
(1 ratings)
Support Rating
-
(0 ratings)
8.4
(17 ratings)
Online Training
-
(0 ratings)
8.0
(1 ratings)
Implementation Rating
-
(0 ratings)
9.0
(2 ratings)
Product Scalability
-
(0 ratings)
9.1
(1 ratings)
User Testimonials
NVIDIA RAPIDSSplunk Enterprise
Likelihood to Recommend
NVIDIA
NVIDIA RAPIDS drastically improves our productivity with near-interactive data science. And increases machine learning model accuracy by iterating on models faster and deploying them more frequently. It gives us the freedom to execute end-to-end data science and analytics pipelines.
Read full review
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
NVIDIA
  • Visualization
  • Deep learning pipeline
  • State of the art libraries
Read full review
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
NVIDIA
  • Its not flexible and cost effective for all sizes of organizations.
  • I appreciate it has hassle-free integration.
Read full review
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
NVIDIA
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
NVIDIA
No answers on this topic
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
NVIDIA
No answers on this topic
Splunk
When properly setup and configured, Splunk is extremely reliable.
Read full review
Support Rating
NVIDIA
No answers on this topic
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
NVIDIA
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
NVIDIA
No answers on this topic
Splunk
Smooth without too many major issues.
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Alternatives Considered
NVIDIA
RAPIDS GPU accelerates machine learning to make the entire data science and analytics workflows run faster, also helps build databases and machine learning applications effectively. It also allows faster model deployment and iterations to increase machine learning model accuracy. The great value of money.
Read full review
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
NVIDIA
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
NVIDIA
  • Efficient way to complete tasks
  • De-facto GPUs standard
Read full review
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.
Read full review
ScreenShots