Monte Carlo vs Splunk Observability Cloud comparison

The compared Monte Carlo and Splunk solutions aren't in the same category. Monte Carlo is ranked #1 in DO , with an average rating of 9.0, and holds a 34.1% mindshare in the category. Splunk is ranked #8 in APM , with an average rating of 8.7, and holds a 1.9% mindshare. Additionally, 100% of Monte Carlo users are willing to recommend the solution, compared to 94% of Splunk users who would recommend it.

Monte Carlo

Read 1 Monte Carlo review

266 Views
158 Comparison Views

100% willing to recommend

Splunk Observability Cloud

Read 56 Splunk Observability Cloud reviews

3,129 Views
1,456 Comparison Views

94% willing to recommend

Monte Carlo

Splunk Observability Cloud

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

Monte Carlo

Average Rating

9.0

Number of Reviews

Ranking in other categories

Data Observability (1st)

Splunk Observability Cloud

Average Rating

8.4

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

Application Performance Monitoring (APM) and Observability (8th), Network Monitoring Software (6th), IT Infrastructure Monitoring (7th), Cloud Monitoring Software (8th), Container Management (7th), Digital Experience Monitoring (DEM) (2nd)

Mindshare comparison

Monte Carlo and Splunk Observability Cloud aren’t in the same category and serve different purposes. Monte Carlo is designed for Data Observability and holds a mindshare of 34.1%, down 39.4% compared to last year.
Splunk Observability Cloud, on the other hand, focuses on Application Performance Monitoring (APM) and Observability, holds 1.9% mindshare, up 0.9% since last year.

Data Observability

Application Performance Monitoring (APM) and Observability

Featured Reviews

Prathik Rokhade

Associate Sr. Manager at Financial Insight Technology, Inc.

Provides centralized data observability features and has an easy-to-use user interface.

The product's initial setup is in a daily improvement stage, deploying new plugins for upstream and downstream resources. It takes 25 minutes to complete. The process involves integrating with third-party services for Single Sign-On (SSO). It requires only one executive for maintenance as it has easy-to-use navigation and user interface.

Read full review

Lakshmi Padaga

Java Developer at U.S. Bank

Collaborates performance metrics with log data to pinpoint the exact cause of issues and offers error detection

Splunk APM is a robust tool with many capabilities. There are always areas for potential improvement to enhance its functionality and user experience. For Splunk APM, there could be simplified navigation, like streamlining the user interface to make navigation more intuitive for our users, especially those new to APM, which can enhance usability. We can provide more customization options for dashboards and visualizations to help users tailor the platform to their specific needs. There could be more integration capabilities with a wider range of third-party tools and platforms would also be beneficial. By focusing on these areas, Splunk APM can enhance its value proposition, improve user satisfaction, and better meet the evolving needs of organizations monitoring their application performance.

Read full review

Quotes from Members

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

Pros

"It makes organizing work easier based on its relevance to specific projects and teams."

"The vibrant dashboards are valuable."

"Splunk Infrastructure Monitoring gives us complete visibility without the need for storage."

"The features I have found most valuable are log searching and log analytics, both of which are quick features."

"Splunk has drawn our attention to how the network is running. If there are alarms on things that are not functioning, it gives us early warning on problems that could arise."

"Once configured correctly, the analysis reporting the Splunk APM provides is better than that of the other APM tools."

"Splunk APM provides a holistic view of the application. Unlike other APMs, Splunk's service map is quite effective."

"I manage six tools, but Splunk Observability Cloud is one of my favorites, and I aspire to build my career specializing in it because it has great features, more attention in the market, and is a relatively new tool with promising growth."

"The initial setup of Splunk Real User Monitoring (RUM) was easy."

More Splunk Observability Cloud pros

Cons

"For anomaly detection, the product provides only the last three weeks of data, while some competitors can analyze a more extended data history."

"The cost needs to be re-examined. It's extremely expensive to run. It's also expensive to expand. That's the number one complaint all of my customers have when it comes to Splunk. It's way too expensive compared to other solutions."

"In the next release, I would like to see more integration with other solutions."

"They need more EDR functionalities."

"There are always areas for potential improvement to enhance its functionality and user experience."

"The solution's machine learning deployment is hard and should be made user-friendly."

"We currently lack log analysis capabilities in Splunk APM."

"The deployment can be quite complex."

"Once you see the issues related to the scalability part, you need to understand that it is a warning triangle. After seeing the warning triangle, you need to realize that you cannot trust any of the numbers you see in the chart because it is not a complete, full data set."

More Splunk Observability Cloud cons

Pricing and Cost Advice

"The product has moderate pricing."

"The product is a bit expensive considering the competition but the company may negotiate the price."

"The price of Splunk APM is less than some of its competitors."

"I am not in that circle, but we are currently licensing based on our queries. That is working out for us. Previously, it was by volume of data, and now, we can store as much data as we want."

"It appears to be expensive compared to competitors."

"This is an expensive solution."

"It is expensive."

"The pricing is based on several factors, including the scale of deployment."

"Splunk Infrastructure Monitoring is an expensive solution."

More Splunk Observability Cloud pricing and cost advice

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860,592 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Computer Software Company

17%

Financial Services Firm

Manufacturing Company

Retailer

Financial Services Firm

17%

Computer Software Company

15%

Government

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about Monte Carlo?

It makes organizing work easier based on its relevance to specific projects and teams.

See all answers

What is your experience regarding pricing and costs for Monte Carlo?

The product has moderate pricing.

See all answers

What needs improvement with Monte Carlo?

For anomaly detection, the product provides only the last three weeks of data, while some competitors can analyze a more extended data history. This feature needs improvement. Its price could be a ...

See all answers

What do you like most about SignalFx?

The most valuable feature is dashboard creation.

See all answers

What needs improvement with SignalFx?

Regarding dashboard customization, while Splunk has many dashboard building options, customers sometimes need to create specific dashboards, particularly for applicative metrics such as Java and pr...

See all answers

What is your primary use case for SignalFx?

The solution involves observability in general, such as Application Performance Monitoring, and generally addresses digital applications, web applications, sites, and mobile applications. I worked ...

See all answers

Comparisons

Datadog vs Monte Carlo

Compared 24% of the time

Grafana vs Monte Carlo

Compared 18% of the time

Acceldata vs Monte Carlo

Compared 12% of the time

Anomalo vs Monte Carlo

Compared 11% of the time

Metaplane vs Monte Carlo

Compared 5% of the time

More Monte Carlo Competitors

Observe vs Splunk Observability Cloud

Compared 10% of the time

Sentry vs Splunk Observability Cloud

Compared 9% of the time

SigNoz vs Splunk Observability Cloud

Compared 5% of the time

Dynatrace vs Splunk Observability Cloud

Compared 4% of the time

ThousandEyes vs Splunk Observability Cloud

Compared 4% of the time

More Splunk Observability Cloud Competitors

Product Reports

No data available

Buyer's Guide

Splunk Observability Cloud

June 2025

Download Splunk Observability Cloud product report

Also Known As

No data available

Splunk Infrastructure Monitoring, Splunk Real User Monitoring (RUM), Splunk Synthetic Monitoring

Overview

Stop wasting time on data fire-drills. Stop trying to hack band-aid solutions. Stop paying for outdated data governance software. With Monte Carlo, data teams are the first to know about and resolve data problems, leading to stronger data teams and insights that deliver true business value.
You invest so much in your data infrastructure – you simply can’t afford to settle for unreliable data. At Monte Carlo, we believe in the power of data, and in a world where you sleep soundly at night knowing you have full trust in your data.

Monte Carlo

Splunk Observability Cloud offers sophisticated log searching, data integration, and customizable dashboards. With rapid deployment and ease of use, this cloud service enhances monitoring capabilities across IT infrastructures for comprehensive end-to-end visibility.

Focused on enhancing performance management and security, Splunk Observability Cloud supports environments through its data visualization and analysis tools. Users appreciate its robust application performance monitoring and troubleshooting insights. However, improvements in integrations, interface customization, scalability, and automation are needed. Users find value in its capabilities for infrastructure and network monitoring, as well as log analytics, albeit cost considerations and better documentation are desired. Enhancements in real-time monitoring and network protection are also noted as areas for development.

What are the key features?

Log Searching: Efficiently search and analyze logs from various sources.
Data Integration: Seamlessly integrate with multiple environments.
Dashboard Customization: Tailor dashboards to specific monitoring needs.
Monitoring Capabilities: Provides comprehensive insights into application performance.
Security Features: Analyze and address security threats across systems.
Visualization Tools: Enhance data analysis and system performance optimization.

Why consider this for ROI?

Comprehensive Visibility: Gain complete insights into IT infrastructure.
Performance Optimization: Improve overall system performance and efficiency.
Rapid Deployment: Quick setup to meet organization demands swiftly.
Enhanced Security: Strengthen security measures through detailed analytics.

In industries, Splunk Observability Cloud is implemented for security management by analyzing logs from detection systems, offering real-time alerts and troubleshooting for cloud-native applications. It is leveraged for machine data analysis, improving infrastructure visibility and supporting network and application performance management efforts.

Splunk

Sample Customers

Information Not Available

Sunrun, Yelp, Onshape, Tapjoy, Symphony Commerce, Chairish, Clever, Grovo, Bazaar Voice, Zenefits, Avalara

We monitor all Data Observability reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.