Coralogix vs Sumo Logic Observability comparison

Coralogix and Sumo Logic are both solutions in the Application Performance Monitoring (APM) and Observability category. Coralogix is ranked #21 with an average rating of 8.3, while Sumo Logic is ranked #24 with an average rating of 8.0. Coralogix holds a 1.1% mindshare in APM, compared to Sumo Logic’s 0.5% mindshare. Additionally, 93% of Coralogix users are willing to recommend the solution, compared to 100% of Sumo Logic users who would recommend it.

Coralogix

Read 13 Coralogix reviews

3,588 Views
1,794 Comparison Views

93% willing to recommend

Sumo Logic Observability

Read 6 Sumo Logic Observability reviews

1,094 Views
777 Comparison Views

100% willing to recommend

Coralogix

Sumo Logic Observability

Comparison Buyer's Guide

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Executive SummaryUpdated on Jul 24, 2024

Coralogix and Sumo Logic Observability are competitive observability solutions. Sumo Logic Observability is considered superior due to its features, which users find worth the cost.

Features: Users of Coralogix value its real-time alerting, log analysis capabilities, and efficient issue detection and resolution. Sumo Logic Observability receives praise for its comprehensive analytics, integrated security features, and depth of integration.

Room for Improvement: Coralogix users point to the need for improved dashboard customization options, enhanced data retention policies, and flexibility enhancements. Sumo Logic Observability users highlight the necessity for better integration with third-party tools, a more user-friendly experience, and broader compatibility.

Ease of Deployment and Customer Service: Coralogix is recognized for its straightforward deployment process and responsive customer service. Sumo Logic Observability, while also straightforward to deploy, has a steeper learning curve but provides excellent customer guidance and support.

Pricing and ROI: Coralogix is often seen as cost-effective with a quick return on investment due to its lower setup costs and effective tooling. Sumo Logic Observability, despite higher upfront costs, delivers strong long-term ROI through its advanced features and capabilities.

To learn more, read our detailed Coralogix vs. Sumo Logic Observability Report (Updated: December 2025).

Buyer's Guide

Coralogix vs. Sumo Logic Observability

December 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

Coralogix

Ranking in Application Performance Monitoring (APM) and Observability

21st

Average Rating

8.4

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Log Management (21st), Security Information and Event Management (SIEM) (22nd), API Management (15th), Streaming Analytics (15th), Anomaly Detection Tools (1st), AI Observability (18th)

Sumo Logic Observability

Ranking in Application Performance Monitoring (APM) and Observability

24th

Average Rating

7.8

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

Cloud Monitoring Software (21st), AIOps (14th)

Mindshare comparison

As of January 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Coralogix is 1.1%, up from 0.8% compared to the previous year. The mindshare of Sumo Logic Observability is 0.5%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability Market Share Distribution
Product	Market Share (%)
Coralogix	1.1%
Sumo Logic Observability	0.5%
Other	98.4%

Application Performance Monitoring (APM) and Observability

Featured Reviews

Naveenkumar Lakshman

Presales Engineer at Crayon AS

Centralized monitoring has improved real-time issue tracking and reduced root cause analysis time

One of the best features that Coralogix offers is that it is integration friendly. I can seamlessly work with different cloud providers including AWS, Azure, and GCP. I can monitor Kubernetes or Docker platforms as well, and I can integrate with the DevOps chain including Jenkins and all infrastructure code, Terraform, or Ansible. Coralogix has positively impacted my organization by providing a centralized console to monitor the dashboard, giving me rich flexibility to see different sorts of data that is spread across the logs, metrics, or traces, which are the typical pillars of the observability tool. I have the interface where I can use the drag-and-drop feature, and I can create different types of charts. Mainly, I have the line charts and time series ones that I generally use in many use cases, gauges, tables, pie charts, or markdown widgets. These are the ones generically available, and I can switch between the visualization types. I am getting the underlying query in that and can import and export dashboards built upon the JSON format. I can have my own APIs integrated with my dashboards as well, such as with Terraform, which is useful for scaling across my environments. Regarding root cause analysis, mainly what I can do is correlate across all of the layers because the main logs that I work on are storage-related, including CIFS, NFS, SAN traffic, and the metrics including storage, throughput, or VM resource usage. Being able to view logs, metrics, or traces available, I get all of these in one place, and I can do root cause analysis much quicker.

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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

"The solution offers very good convenience filtering."

"In my experience, the best feature Coralogix offers is that the dashboard is pretty good."

"The most valuable feature of Coralogix is that it is a very good vendor for metrics."

"For now, we have not experienced any stability issues."

"Numerous data monitoring tools are available, but Coralogix somehow fine-tunes our policies and effectively supports our teams."

"The best feature of this solution allows us to correlate logs, metrics and traces."

"The solution is easy to use and to start with."

"The log monitoring is good, and the dashboards that we create are beneficial."

More Coralogix pros

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

"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."

"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."

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

Cons

"In terms of documentation, I think there can be more user-friendly documentation that stresses more on day-to-day issues."

"Coralogix should have some AI capabilities to auto-detect anomalies and provide suggestions. The increasing volume of data and the resulting bandwidth charges are concerns."

"We want it to work at what it is expected to work at and not really based on the updated configuration which one developer has decided to change."

"The features we were missing in the past were related to the way we see our metrics and aggregate our data."

"The user interface could be more intuitive and explanatory."

"The documentation of the tool could be improved"

"From my experience, Coralogix has horrible Terraform providers."

"The customizable dashboards haven't really helped with my company's efficiency at all, and I think there's room for improvement."

More Coralogix 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."

"SearchUI.exe is a bit clunky in the product, making it an area where the product needs improvements."

"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."

Pricing and Cost Advice

"The cost of the solution is per volume of data ingested."

"We are paying roughly $5,000 a month."

"The platform has a reasonable cost. I rate the pricing a three out of ten."

"Currently, we are at a very minimal cost, which is around $400 per month since we have reduced our usage. Initially, we were at $900 per month."

"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

10%

Computer Software Company

10%

Manufacturing Company

Comms Service Provider

Computer Software Company

11%

Transportation Company

10%

Financial Services Firm

10%

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	2
Large Enterprise	5

No data available

Questions from the Community

What do you like most about Coralogix?

Numerous data monitoring tools are available, but Coralogix somehow fine-tunes our policies and effectively supports our teams.

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What is your experience regarding pricing and costs for Coralogix?

To monitor and manage costs associated with Coralogix, I analyze my trend, looking at how the data is being ingested. Generally, it is charged based on what we store, and therefore there are certai...

See all answers

What needs improvement with Coralogix?

I think Coralogix can be improved with flexible dashboards. Creating specific views, such as saving a dev environment as a separate view rather than adding filters every time, would be great.

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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

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Compared 16% of the time

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Compared 11% of the time

Amazon OpenSearch Service vs Sumo Logic Observability

Compared 10% of the time

New Relic vs Sumo Logic Observability

Compared 9% of the time

Honeycomb Enterprise vs Sumo Logic Observability

Compared 8% of the time

More Sumo Logic Observability Competitors

Product Reports

Buyer's Guide

Coralogix

January 2026

Download Coralogix product report

Buyer's Guide

Sumo Logic Observability

January 2026

Download Sumo Logic Observability product report

Overview

Coralogix is a stateful streaming data platform that provides real-time insights and long-term trend analysis with no reliance on storage or indexing, solving the monitoring challenges of data growth in large-scale systems.

Ingest log, metric, and security data from any source for a single, centralized platform to monitor and alert on your applications. As data is ingested, Coralogix instantly narrows millions of events down to common patterns for deeper insights and faster troubleshooting. Proactive data storage optimization enables up to 70% savings on monitoring costs with better performance.

Coralogix

Sumo Logic Observability offers advanced monitoring solutions with features like integrated dashboards and querying capabilities, though presents a learning curve compared to alternatives. Designed for efficient log aggregation and analysis, it provides near-real-time updates facilitating improved incident resolution.

Sumo Logic Observability stands out with its ability to unify teams through a single platform, offering features that include customizable dashboards and valuable apps. It provides powerful log tracing and centralized management, designed for organizations focused on log aggregation, analysis, and expanding SIEM capabilities. While it has a steeper learning curve compared to some competitors, it excels in tailored integrations that enhance log searches. Users find themselves able to monitor, automate, and centralize log repositories for effective debugging. Despite its strengths, improvements in data enrichment and documentation organization are needed as current query functions can be slow, impacting efficiency. Users have also mentioned needing pre-built dashboards and better tab management for enhanced functionality. Cost management remains a notable consideration for users evaluating Sumo Logic Observability.

What features make Sumo Logic Observability effective?

Well-Crafted Dashboards: Customizable options for monitoring.
Flexible Query Language: Allows detailed log searches.
Centralized Management: Enables teams to work on one platform.
Near-Real-Time Updates: Enhances timely incident resolution.
Custom Field Creation: Facilitates user-specific data requirements.

How does Sumo Logic Observability benefit organizations?

Unified Platform: Brings teams together for streamlined operations.
Enhanced Integrations: Improves log search accuracy.
Tailored for SIEM: Supports security needs with efficient log management.
Efficient Data Monitoring: Automates processes for ease of management.
Scalability: Handles large data volumes efficiently.

Sumo Logic Observability is implemented across industries predominantly for managing and analyzing extensive data sets, offering capabilities critical for SIEM activities and security examinations. By facilitating quick data visualization and transaction tracking, organizations in sectors such as finance, healthcare, and technology benefit from its robust framework to support infrastructure logging and large-scale data management, contributing to effective monitoring and system operations.

Sumo Logic

Sample Customers

Payoneer, AGS, Monday.com, Capgemini

Information Not Available

Buyer's Guide

Coralogix vs. Sumo Logic Observability

December 2025

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