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Splunk APM vs Sumo Logic Observability comparison

Splunk and Sumo Logic are both solutions in the Application Performance Monitoring (APM) and Observability category. Splunk is ranked #12 with an average rating of 8.2, while Sumo Logic is ranked #26 with an average rating of 7.8. Splunk holds a 0.5% mindshare in APM, compared to Sumo Logic’s 0.1% mindshare. Additionally, 94% of Splunk users are willing to recommend the solution, compared to 100% of Sumo Logic users who would recommend it.
Splunk APM
Read 15 Splunk APM reviews
  • 1,072 Views
  • 734 Comparison Views
94% willing to recommend
Sumo Logic Observability
Read 6 Sumo Logic Observability reviews
  • 382 Views
  • 272 Comparison Views
100% willing to recommend
 

Comparison Buyer's Guide

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Executive SummaryUpdated on Jul 24, 2024

Splunk APM and Sumo Logic Observability are robust solutions in the application performance management category. Sumo Logic has the upper hand due to its comprehensive insights and superior scalability.

Features: Splunk APM offers real-time monitoring, advanced analytics, and enhanced visualization tools. Sumo Logic Observability provides a unified platform for logs, metrics, and traces, with seamless cloud integration and AI-driven insights.

Room for Improvement: Splunk APM needs better integration capabilities, reduced complexity, and more intuitive UI. Sumo Logic Observability requires improvements in alert customization, advanced troubleshooting options, and dashboard configurability.

Ease of Deployment and Customer Service: Splunk APM users find initial deployment straightforward but face scaling issues. Customer support receives positive feedback. Sumo Logic Observability features easy deployment, superior scalability, and highly responsive customer service.

Pricing and ROI: Splunk APM is considered cost-effective with a clear ROI, though setup costs can be high. Sumo Logic Observability, while more costly, delivers a strong ROI due to its extensive functionalities, making it worth the investment for most users.

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To learn more, read our detailed Splunk APM vs. Sumo Logic Observability Report (Updated: September 2024).
Buyer's Guide
Splunk APM vs. Sumo Logic Observability
September 2024
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Categories and Ranking

Splunk APM
Ranking in Application Performance Monitoring (APM) and Observability
12th
Average Rating
8.2
Number of Reviews
15
Ranking in other categories
No ranking in other categories
Sumo Logic Observability
Ranking in Application Performance Monitoring (APM) and Observability
26th
Average Rating
7.8
Number of Reviews
6
Ranking in other categories
Cloud Monitoring Software (26th), AIOps (12th)
 

Mindshare comparison

As of September 2024, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Splunk APM is 0.5%, up from 0.3% compared to the previous year. The mindshare of Sumo Logic Observability is 0.1%, down from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Nagendra Nekkala. - PeerSpot reviewer
Dec 20, 2023
Offers end-to-end visibility, real-time monitoring, and distributed tracing, enabling organizations to optimize application performance and troubleshoot issues efficiently
Providing comprehensive visibility throughout the environment, it monitors my system, enhances career performance, and offers insights into the user experience. Troubleshooting and visualizing a cloud-native environment is made easy with Splunk APM. It provides complete visibility into software tools, swiftly monitoring business performance and applications. It possesses the capability to conduct distributed tracing within our environment. This includes monitoring the speed of tracked access, extending from end users to the Internet, system, and network services, and supporting my software application. Consequently, it offers an end-to-end overview of potential bottlenecks. Splunk APM has significantly enhanced our organizational efficiency. Initially, my responsibilities included tracking website application performance, managing applications, and handling license releases. Now, it provides real-time user monitoring, transforming the way I handle these tasks. It significantly impacts our organization's telemetry data, improving operational performance and user experience. The platform provides insights into application performance and effective log management. Ensuring accurate tracking of all performance-related logs contributes to building up the application performance percentage with comprehensive data. It contributed to a daily reduction of six hours in our mean time to resolve.
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Shamshir Nangla - PeerSpot reviewer
Apr 26, 2024
Getting up and running is easy, even for a newbie but management of searches definitely needs improvement
Operational effectiveness with regards to when there's an issue, when there's a reactive issue, people are able to, or as well as proactively, actually, because we use their PagerDuty integrations. We use queries in Sumo Logic to trigger alerts based on logging. That allows us to proactively identify issues as they're happening. With those same alerts, obviously, with that platform, you can use it to reactively start looking at troubleshooting issues as they're happening right then and there or incidents. So it's been very, very good for alerting and for troubleshooting issues. For predicting issues before they happen, it is not very good. They have a feature called anomaly detection, but I think it's quite premature compared to other stuff out there. So it's good for alerts and for troubleshooting operational effectiveness. When your operations are down or segregated, it's perfect because it will help you diagnose the issues.
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Quotes from Members

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

Pros

"Splunk's dashboards are great."
"Splunk APM has helped us to standardize logging and monitoring procedures."
"The features are pretty much ready out of the box."
"The volume it handles is very good, including the number of metrics, the volume number of traces, and more."
"The company has many systems that the customer is paying to access. Splunk APM issued via AppDynamics helps find problems in the feed. It reduces the risk of supervising all the devices. I can supervise the flow and simulate the conditions of the repository across several dashboards to show what's happening at the moment."
"The most valuable feature is dashboard creation."
"Detectors are a powerful feature."
"The features are pretty much ready out of the box."
More Splunk APM pros
"Sumo Logic Observability presents a range of valuable features, including well-crafted dashboards and a diverse selection of helpful apps. However, personally, I don't hold a favorable opinion of the solution. While I don't struggle with writing queries, my main difficulty lies in recruiting competent individuals and ensuring their proficiency in utilizing the solution. This often leads to additional challenges and complexities. From my perspective, when compared to Microsoft Sentinel or even Splunk, Sumo Logic Observability has a steeper learning curve. One contributing factor to this disparity is the solution's long existence in the market compared to Synlogic. Nevertheless, I acknowledge that there are capable and knowledgeable professionals employed at Sumo Logic Observability. The effectiveness of the solution largely depends on how it is integrated into your internal operations and environment. Its utility and benefits can vary significantly. It is worth noting that organizations like the NSA and, I believe, the CIA used it in the past, primarily for rapidly searching and analyzing large volumes of data. To leverage its capabilities effectively, you must determine how to tailor it to your specific needs."
"Alerting and consistency are key. We have different tiers with log collectors, and continuous querying provides near-real-time updates. It's almost like instantly when something happens, like pending transactions or error fees. This helps reduce incident resolution time compared to waiting for thresholds on other platforms. We can continue logging in with them seamlessly and quickly get into action."
"The product is easy to learn."
"We use queries in Sumo Logic to trigger alerts based on logging. That allows us to proactively identify issues as they're happening."
"The solution allows multiple groups to converge on a unified platform, allowing for different utilization by various teams."
"I have not seen any stability issues in the product."
 

Cons

"The UI enhancements could be a way to improve the solution in the future."
"Splunk's functionality could be improved by adding database connectors for other platforms like AWS and Azure."
"Primarily, the logs in Slunk APM can be challenging to navigate and comprehend, making it difficult to understand the details within each log. Compared to other tools like LogDNA, which are more intuitive in this aspect, the logs in Slunk APM can require more effort to understand."
"The monitoring of workloads when using SignalFx could be improved."
"Splunk APM's performance could be improved - at the moment, it's very slow and takes forever to give me what I want."
"Splunk APM should include a better correlation between resources and infrastructure monitoring."
"The licensing model is expensive. We need to monitor the amount of data ingested because the cost is based on the data collected."
"It is essential for the monitoring tool to deliver quick response times when generating analytical reports, instead of prolonged delays."
More Splunk APM cons
"Fine-grained data can be quite frustrating to work with and should be made easier."
"The speed of queries could be improved. When using more advanced functions, especially with large datasets like the 90-day log retention we had, queries could be slow, sometimes taking up to five minutes."
"Implementing a more streamlined enrichment process, and conceptualizing the observability data collection as an ETL pipeline would be helpful."
"Documentation could be better. While it's generally good, sometimes finding what you need requires extensive searching. It's not always clear where to look for specific things."
"SearchUI.exe is a bit clunky in the product, making it an area where the product needs improvements."
 

Pricing and Cost Advice

"The pricing is reasonable."
"The price of Slunk APM is less than some of its competitors."
"Splunk APM is a very cost-efficient solution."
"Splunk offers a 14-day free trial and after that, we have to pay but the cost is reasonable."
"I started on the free tier to try it out, but because of our usage, we're now paying for it."
"Now, they’re not charging by ingests anymore. You should expect the price to be a bit of an unknown and to basically increase as the business increases."
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Computer Software Company
16%
Manufacturing Company
14%
Retailer
10%
Financial Services Firm
20%
Computer Software Company
19%
Manufacturing Company
13%
Media Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What do you like most about SignalFx?
The most valuable feature is dashboard creation.
See all answers
What needs improvement with SignalFx?
In our company's case, we have some very high throughput services, so they might be getting 10,000 requests per second. Currently, Splunk APM and Splunk Observability want to do things in a way tha...
See all answers
What is your primary use case for SignalFx?
I use the solution in my company primarily for distributed tracing and metrics troubleshooting. I use the tool to troubleshoot incidents and find the root cause of errors when something goes wrong....
See all answers
What do you like most about Sumo Logic Observability?
The product is easy to learn.
See all answers
What needs improvement with Sumo Logic Observability?
The speed of queries could be improved. When using more advanced functions, especially with large datasets like the 90-day log retention we had, queries could be slow, sometimes taking up to five m...
See all answers
What is your primary use case for Sumo Logic Observability?
We used it for log observability – log aggregation specifically.
See all answers
 

Comparisons

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Compared 17% of the time
Monte Carlo vs Splunk APM Logo
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Compared 11% of the time
Sentry vs Splunk APM Logo
Sentry vs Splunk APM
Compared 10% of the time
Dynatrace vs Splunk APM Logo
Dynatrace vs Splunk APM
Compared 8% of the time
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Dynatrace vs Sumo Logic Observability Logo
Dynatrace vs Sumo Logic Observability
Compared 100% of the time
More Sumo Logic Observability Competitors
 

Product Reports

Buyer's Guide
Splunk APM
August 2024
Splunk APM reportDownload Splunk APM product report
Buyer's Guide
Sumo Logic Observability
August 2024
Sumo Logic Observability reportDownload Sumo Logic Observability product report
 

Learn More

Splunk
Sumo Logic
 

Overview

Splunk APM is a comprehensive application performance monitoring solution that provides real-time insights into the performance and availability of your applications. 

It offers end-to-end visibility across the entire application stack, from the front-end user experience to the back-end infrastructure. With Splunk APM, you can proactively identify and resolve performance issues, optimize application performance, and ensure a seamless user experience. 

Splunk APM leverages machine learning and AI-powered analytics to automatically detect anomalies and provide actionable insights. The product supports a wide range of programming languages and frameworks, making it suitable for both monolithic and microservices-based architectures. It also integrates seamlessly with other Splunk products, allowing you to correlate APM data with logs, metrics, and other operational data for a holistic view of your application environment. 

With its intuitive interface and powerful features, Splunk APM empowers developers, operations teams, and business stakeholders to deliver high-performing applications and drive better business outcomes.

Sumo Logic Observability is widely used for log aggregation, analysis, and SIEM capabilities. It assists in monitoring data, creating dashboards, and managing log storage.

Sumo Logic Observability helps teams with logging in production, debugging with trace IDs, and performing queries across large datasets. Developers leverage centralized logs for error detection and tracking metrics like successful transactions and data volume. Security teams integrate it with SOAR systems for automation and enhanced security investigations.

What are the key features?
  • Well-crafted dashboards: Provides visually appealing and easy-to-use dashboards.
  • Diverse apps: Supports multiple applications for various use cases.
  • Centralized management: Enables streamlined log management from a unified platform.
  • Near-real-time alerting: Facilitates quick incident resolution with timely notifications.
  • Continuous querying: Allows for constant data analysis without interruptions.
  • Proprietary query language: Offers a robust and flexible language for complex queries.
  • Custom field creation: Simplifies addition of custom fields for better data categorization.
  • Robust data tracing: Ensures effective log tracing for efficient debugging and analysis.
What benefits or ROI should users look for?
  • Improved error detection: Helps quickly identify and address errors in production.
  • Enhanced security: Integrates with SOAR for better security automation and investigation.
  • Efficient log management: Centralizes log storage and management, simplifying processes.
  • Timely incident resolution: Near-real-time alerts and continuous queries lead to faster issue resolution.
  • Customizable to user needs: Offers flexibility with custom fields and a proprietary query language.

Industries like finance, healthcare, and technology implement Sumo Logic Observability to monitor sensitive data, manage high transaction volumes, and ensure compliance with regulatory standards. Security and development teams benefit from its robust capabilities, enabling effective collaboration and streamlined operations.

 

Sample Customers

Sunrun, Yelp, Onshape, Tapjoy, Symphony Commerce, Chairish, Clever, Grovo, Bazaar Voice, Zenefits, Avalara
Information Not Available
Buyer's Guide
Splunk APM vs. Sumo Logic Observability
September 2024
Free Report: Splunk APM vs. Sumo Logic Observability
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