IBM CPLEX Optimization Studio vs. Splunk Cloud

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
IBM CPLEX Optimization Studio
Score 9.3 out of 10
N/A
IBM CPLEX Optimization Studio is a mathematical decision optimization application, for building applications or deploying optimization models.
$199
Per User Per Month
Splunk Cloud
Score 8.3 out of 10
N/A
A data platform service thats help users search, analyze, visualize and act on data. The service can go live in as little as two days, and with an IT backend managed by Splunk experts, users can focus on acting on data. Search any kind of data in real-time to detect and prevent issues before they happen with access to streaming and machine learning capabilities. Search any kind of data in real-time to detect and prevent issues before they happen with access to the latest streaming and machine…N/A
Pricing
IBM CPLEX Optimization StudioSplunk Cloud
Editions & Modules
Developer Subscription
$199.00
Per User Per Month
No answers on this topic
Offerings
Pricing Offerings
IBM CPLEX Optimization StudioSplunk Cloud
Free Trial
NoNo
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
IBM CPLEX Optimization StudioSplunk Cloud
Top Pros

No answers on this topic

Top Cons
Features
IBM CPLEX Optimization StudioSplunk Cloud
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
IBM CPLEX Optimization Studio
8.0
2 Ratings
6% below category average
Splunk Cloud
-
Ratings
Connect to Multiple Data Sources9.02 Ratings00 Ratings
Extend Existing Data Sources7.02 Ratings00 Ratings
Automatic Data Format Detection8.02 Ratings00 Ratings
MDM Integration8.02 Ratings00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
IBM CPLEX Optimization Studio
10.0
2 Ratings
17% above category average
Splunk Cloud
-
Ratings
Visualization10.02 Ratings00 Ratings
Interactive Data Analysis10.02 Ratings00 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
IBM CPLEX Optimization Studio
7.2
2 Ratings
14% below category average
Splunk Cloud
-
Ratings
Interactive Data Cleaning and Enrichment5.01 Ratings00 Ratings
Data Transformations7.01 Ratings00 Ratings
Data Encryption8.02 Ratings00 Ratings
Built-in Processors9.02 Ratings00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
IBM CPLEX Optimization Studio
8.0
2 Ratings
6% below category average
Splunk Cloud
-
Ratings
Multiple Model Development Languages and Tools10.02 Ratings00 Ratings
Automated Machine Learning5.01 Ratings00 Ratings
Single platform for multiple model development8.02 Ratings00 Ratings
Self-Service Model Delivery9.01 Ratings00 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
IBM CPLEX Optimization Studio
10.0
2 Ratings
15% above category average
Splunk Cloud
-
Ratings
Flexible Model Publishing Options10.02 Ratings00 Ratings
Security, Governance, and Cost Controls10.02 Ratings00 Ratings
Security Information and Event Management (SIEM)
Comparison of Security Information and Event Management (SIEM) features of Product A and Product B
IBM CPLEX Optimization Studio
-
Ratings
Splunk Cloud
9.0
15 Ratings
14% above category average
Centralized event and log data collection00 Ratings9.015 Ratings
Correlation00 Ratings9.715 Ratings
Event and log normalization/management00 Ratings9.715 Ratings
Deployment flexibility00 Ratings9.015 Ratings
Integration with Identity and Access Management Tools00 Ratings9.313 Ratings
Custom dashboards and workspaces00 Ratings9.715 Ratings
Host and network-based intrusion detection00 Ratings8.713 Ratings
Data integration/API management00 Ratings8.75 Ratings
Behavioral analytics and baselining00 Ratings9.04 Ratings
Rules-based and algorithmic detection thresholds00 Ratings8.36 Ratings
Response orchestration and automation00 Ratings8.04 Ratings
Reporting and compliance management00 Ratings8.76 Ratings
Incident indexing/searching00 Ratings9.36 Ratings
Best Alternatives
IBM CPLEX Optimization StudioSplunk Cloud
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
Mathematica
Mathematica
Score 8.3 out of 10
Splunk Enterprise
Splunk Enterprise
Score 8.3 out of 10
Enterprises
IBM SPSS Modeler
IBM SPSS Modeler
Score 7.8 out of 10
Splunk Enterprise
Splunk Enterprise
Score 8.3 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
IBM CPLEX Optimization StudioSplunk Cloud
Likelihood to Recommend
9.0
(2 ratings)
8.9
(15 ratings)
Usability
9.0
(1 ratings)
8.0
(1 ratings)
Support Rating
7.0
(1 ratings)
7.2
(4 ratings)
User Testimonials
IBM CPLEX Optimization StudioSplunk Cloud
Likelihood to Recommend
IBM
It is well suited for solving large-sized, mixed-integer, and integer programming problems. Now, the new version supports for Multi-Objective optimization along with some new algorithms such as Benders Decomposition. It is less appropriate for quadratic programming problems where the objective function is the product of multiple variables. However, it's very easy to code any problem.
Read full review
Splunk
Splunk is excellent when all your data is in one location. Its ability to correlate all that data is intuitive (once the hurdle of learning the query language is overcome). It is also easy to standardize the presentation of information to the company. When data is siloed/standalone, other systems can be cheaper and faster to implement.
Read full review
Pros
IBM
  • Linear Programming
  • Mixed-Integer Linear Programming
  • Non-Linear Convex-Optimization
  • Visualization
  • Shadow Price Analysis
  • Parameter Tuning
Read full review
Splunk
  • This SIEM consolidates multiple data points and offers several features and benefits, creating custom dashboards and managing alert workflows.
  • Splunk Cloud provides a simple way to have a central monitoring and security solution. Though it does not have a huge learning curve, you should spend some time learning the basics.
  • Splunk Cloud enables me to create and schedule statistical reports on network use for Management.
Read full review
Cons
IBM
  • Data handling from different sources like Note Pad, etc.
  • Large size of MILP problems.
  • Various parameters to set.
Read full review
Splunk
  • The SPL programming language that the queries are built in is not very intuitive.
  • There should be a better repository of pre-built queries for what I would think of as common Active Directory usage monitoring.
  • I would like to see more free training/familiarization information made available.
Read full review
Usability
IBM
It's nice to use and with good optimization.
Read full review
Splunk
Overall, it is very usable. I would like if recent searches were saved for longer because I always have to refer to my notes when I'm looking for something specific and it's been a few weeks. But that's a small issue, and the actual search and browsing interface is easy to use and powerful.
Read full review
Support Rating
IBM
Honestly, to say, I never contacted CPLEX but used its forum to know/clarify any issues I faced.
Read full review
Splunk
Splunk Cloud support is sorely lacking unfortunately. The portal where you submit tickets is not very good and is lacking polish. Tickets are left for days without any updates and when chased it is only sometimes you get a reply back. I get the feeling the support team are very understaffed and have far too much going on. From what I know, Splunk is aware of this and seem to be trying to remedy it.
Read full review
Alternatives Considered
IBM
IBM CPLEX Optimization Studio covers wide range of problems in comparison to Gurobi and also offers a number of visualization tools for results analysis. It has better customization and parameter tuning options in comparison to Gurobi. It offers various API integrations such as Python, Java and C++ which is not the case with Gurobi.
Read full review
Splunk
Splunk Cloud blows Sumo Logic out of the water. The experience is night and day. We went from several highly stressed IT security professionals who were unsure if the data they were getting was valuable, to very happy IT security professionals who can now be more proactive and get all the information they need.
Read full review
Return on Investment
IBM
  • Faster computation leading to better internal customer relations
  • Able to solve high variable problems with ease
  • Anomaly detection became easier within business
Read full review
Splunk
  • End-end visibility across your departmental silos
  • Strengthen the overall global monitoring posture
  • Move from Reactive to Proactive Monitoring
  • Highly secure environment at your finger-tips
  • Takes you away from managing infrastructure/administration, allows saving time & money. Reduce the overall TCO (Total Cost of Ownership)
Read full review
ScreenShots