Splunk Observability Cloud vs Sumo Logic Observability comparison

Splunk and Sumo Logic are both solutions in the Application Performance Monitoring (APM) and Observability category. Splunk is ranked #11 with an average rating of 8.6, while Sumo Logic is ranked #20 with an average rating of 7.8. Splunk holds a 1.0% mindshare in APM, compared to Sumo Logic’s 0.2% mindshare. Additionally, 94% of Splunk users are willing to recommend the solution, compared to 100% of Sumo Logic users who would recommend it.

Splunk Observability Cloud

Read 50 Splunk Observability Cloud reviews

1,960 Views
1,160 Comparison Views

94% willing to recommend

Sumo Logic Observability

Read 6 Sumo Logic Observability reviews

405 Views
270 Comparison Views

100% willing to recommend

Splunk Observability Cloud

Sumo Logic Observability

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Executive SummaryUpdated on Feb 6, 2025

Splunk Observability Cloud and Sumo Logic Observability are key competitors in the observability market, each offering distinctive strengths. Splunk stands out for its impressive integration capabilities and analytics features, while Sumo Logic is recognized for its real-time alerting and scalability.

Features: Splunk Observability Cloud offers customizable dashboards, in-depth analytics, and powerful integrations. Sumo Logic Observability provides real-time analytics, easy scalability, and robust security features.

Room for Improvement: Splunk could benefit from simplifying its integration processes and improving initial setup costs. It may also reduce complexity in certain user functionalities. Sumo Logic could enhance its user interface, simplify its query language, and expand integration with third-party apps to reduce the learning curve.

Ease of Deployment and Customer Service: Splunk offers straightforward deployment with extensive documentation and well-received customer support. Its comprehensive functionality can add complexity during integration. Sumo Logic provides a cloud-native architecture, facilitating easy deployment and effective support, streamlining the process for users.

Pricing and ROI: Splunk typically incurs higher initial costs due to its advanced analytics and integration options but offers strong ROI with detailed insights. Sumo Logic's competitive pricing model attracts budget-conscious businesses, offering commendable ROI through its efficient real-time processing capabilities.

To learn more, read our detailed Splunk Observability Cloud vs. Sumo Logic Observability Report (Updated: April 2025).

Buyer's Guide

Splunk Observability Cloud vs. Sumo Logic Observability

April 2025

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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

Splunk Observability Cloud

Ranking in Application Performance Monitoring (APM) and Observability

11th

Ranking in Cloud Monitoring Software

9th

Average Rating

8.4

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

IT Infrastructure Monitoring (9th), Container Management (8th)

Sumo Logic Observability

Ranking in Application Performance Monitoring (APM) and Observability

20th

Ranking in Cloud Monitoring Software

21st

Average Rating

7.8

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

AIOps (10th)

Mindshare comparison

As of April 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Splunk Observability Cloud is 1.0%, up from 0.5% compared to the previous year. The mindshare of Sumo Logic Observability is 0.2%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability

Featured Reviews

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.

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Shamshir Nangla

Site Reliability Engineer at LHV Bank

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

"Great monitoring of network devices."

"It is a great resource for us because we have so many different data sources and to be able to aggregate that and put it through a concise dashboard or an alert really helps."

"The most valuable feature is dashboard creation."

"The tool is efficient in collecting, monitoring and evaluating logs."

"The initial setup was straightforward. We didn't find it to be too complex."

"The features are pretty much ready out of the box."

"It is very easy to monitor multiple cloud environments. It's like a single pane of glass for us. We can use it to monitor our on-prem and both of our cloud environments as opposed to having different tools for each environment. It makes it all come together in one tool."

"The tool's stability is great."

More Splunk Observability Cloud 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."

"The solution allows multiple groups to converge on a unified platform, allowing for different utilization by various teams."

"We use queries in Sumo Logic to trigger alerts based on logging. That allows us to proactively identify issues as they're happening."

"The product is easy to learn."

"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."

"I have not seen any stability issues in the product."

Cons

"A wide variety of logging makes log onboarding difficult."

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

"The cardinality is pretty low."

"They do not have all the features that I expect right now."

"Splunk's functionality could be improved by adding database connectors for other platforms like AWS and Azure."

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

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

"Splunk would be better if some tools were integrated to be able to take action on security or network concerns."

More Splunk Observability Cloud cons

"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."

"Implementing a more streamlined enrichment process, and conceptualizing the observability data collection as an ETL pipeline would be helpful."

"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."

"Fine-grained data can be quite frustrating to work with and should be made easier."

"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."

"Splunk's infrastructure monitoring costs can be high because our billing is based on data volume measured in terabytes, rather than the number of devices being monitored."

"The solution's pricing is costly."

"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."

"The solution's pricing is competitive. I rate the solution's pricing a seven out of ten. The price of the solution could be cheaper."

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

"Licensing cost is the biggest argument I get from those divesting from Splunk. There are those within our organization who say we are going to go to other tools since Splunk is too expensive."

More Splunk Observability Cloud pricing and cost advice

"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."

"I started on the free tier to try it out, but because of our usage, we're now paying for it."

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Top Industries

By visitors reading reviews

Financial Services Firm

18%

Computer Software Company

15%

Retailer

Manufacturing Company

Financial Services Firm

16%

Computer Software Company

14%

Manufacturing Company

10%

Transportation Company

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?

There is room for improvement in the alerting system, which is complicated and has less documentation available. We sometimes encountered issues in setting up alerts. The custom detector could be m...

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What is your primary use case for SignalFx?

The main purpose of using Splunk APM is to optimize our application. We use Splunk APM primarily to understand how the application works, how it uses resources, and its response time in connection ...

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

Observe vs Splunk Observability Cloud

Compared 21% of the time

Splunk ITSI (IT Service Intelligence) vs Splunk Observability Cloud

Compared 7% of the time

Dynatrace vs Splunk Observability Cloud

Compared 6% of the time

Rancher Labs vs Splunk Observability Cloud

Compared 5% of the time

ServiceNow IT Operations Management vs Splunk Observability Cloud

Compared 5% of the time

More Splunk Observability Cloud Competitors

Amazon OpenSearch Service vs Sumo Logic Observability

Compared 37% of the time

Dynatrace vs Sumo Logic Observability

Compared 32% of the time

Amazon CloudWatch vs Sumo Logic Observability

Compared 17% of the time

Cribl vs Sumo Logic Observability

Compared 14% of the time

More Sumo Logic Observability Competitors

Product Reports

Buyer's Guide

Splunk Observability Cloud

March 2025

Download Splunk Observability Cloud product report

Buyer's Guide

Sumo Logic Observability

March 2025

Download Sumo Logic Observability product report

Also Known As

Splunk Infrastructure Monitoring

No data available

Overview

Splunk Observability Cloud combines log search, data integration, and dashboards for seamless monitoring, enhancing infrastructure visibility and security. Its cloud integration and scalability support diverse environments, improving operational efficiency.

Splunk Observability Cloud offers comprehensive monitoring tools with user-friendly interfaces, enabling end-to-end infrastructure visibility. Its real-time alerting and predictive capabilities enhance security monitoring, while centralized dashboards provide cross-platform visibility. Users benefit from fast data integration and extensive insights into application performance. Despite its advantages, improvements could be made in integration with other tools, data reliability, scalability, and cost management. Users face challenges in configuration complexity and require better automation and endpoint protection features. Enhancing AI integration, alerts, and adaptation for high-throughput services could further improve usability.

What are the key features of Splunk Observability Cloud?

Log Search: Efficiently search and analyze log data for enhanced insights.
Data Integration: Fast integration across platforms for comprehensive visibility.
Custom Dashboards: Powerful and adaptable dashboards for real-time monitoring.
Cloud Integration: Seamless integration with cloud services for scalable solutions.
Application Performance Monitoring: Advanced tools for improving application performance.

What benefits and ROI should be expected?

Infrastructure Monitoring: Improved visibility and monitoring across infrastructure components.
Operational Efficiency: Enhancements in data analysis lead to efficient operations.
Business Resilience: Supports adaptability and swift responses to changing needs.
Security Management: Enhances threat identification and response through real-time alerts.
Compliance Support: Aids in meeting compliance and auditing requirements effectively.

In industries like finance and healthcare, Splunk Observability Cloud is implemented for application performance monitoring and infrastructure metrics. Its ability to track incidents and analyze machine data benefits network infrastructure, while distributed tracing and log analysis aid in tackling security threats. Organizations often integrate it for compliance and auditing purposes, enhancing visibility into network traffic and optimizing performance.

Splunk

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.

Sumo Logic

Sample Customers

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

Information Not Available

Buyer's Guide

Splunk Observability Cloud vs. Sumo Logic Observability

April 2025

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