Honeycomb Enterprise vs Sumo Logic Observability comparison

Honeycomb.io and Sumo Logic are both solutions in the Application Performance Monitoring (APM) and Observability category. Honeycomb.io is ranked #27 with an average rating of 8.0, while Sumo Logic is ranked #25 with an average rating of 8.0. Honeycomb.io holds a 1.3% mindshare in APM, compared to Sumo Logic’s 0.6% mindshare. Additionally, 100% of Honeycomb.io users are willing to recommend the solution, compared to 100% of Sumo Logic users who would recommend it.

Honeycomb Enterprise

Read 5 Honeycomb Enterprise reviews

2,899 Views
2,493 Comparison Views

100% willing to recommend

Sumo Logic Observability

Read 6 Sumo Logic Observability reviews

1,277 Views
907 Comparison Views

100% willing to recommend

Honeycomb Enterprise

Sumo Logic Observability

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Executive SummaryUpdated on Feb 8, 2026

Honeycomb Enterprise and Sumo Logic Observability compete in the observability space, delivering unique strengths. Honeycomb Enterprise is favored for its affordability and anomaly detection, while Sumo Logic's comprehensive features give it an advantage for those prioritizing in-depth analysis.

Features: Honeycomb Enterprise offers sophisticated event tracing, real-time analytics for rapid troubleshooting, and a user-friendly interface. Sumo Logic provides integrated threat intelligence, customizable dashboards, and flexible query language, making it powerful for extensive data analysis.

Room for Improvement: Honeycomb Enterprise could enhance its AI-compatible features and simplify deployment to attract non-technical users. Sumo Logic might improve its learning curve, reduce complexity in handling, and offer a more affordable entry-level tier.

Ease of Deployment and Customer Service: Sumo Logic's deployment is efficient with strong support, ensuring a seamless transition. Honeycomb requires more technical expertise but has responsive customer service. Sumo Logic's streamlined approach and proactive support give it a slight edge.

Pricing and ROI: Honeycomb Enterprise is budget-friendly with lower setup costs, suitable for agile diagnostics. Sumo Logic has higher initial costs, justified by its robust functionality and long-term value, ideal for organizations needing extensive integration and analysis.

To learn more, read our detailed Honeycomb Enterprise vs. Sumo Logic Observability Report (Updated: February 2026).

Buyer's Guide

Honeycomb Enterprise vs. Sumo Logic Observability

February 2026

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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

Honeycomb Enterprise

Ranking in Application Performance Monitoring (APM) and Observability

27th

Average Rating

7.2

Reviews Sentiment

5.3

Number of Reviews

Ranking in other categories

AI Code Assistants (11th), AI Observability (73rd)

Sumo Logic Observability

Ranking in Application Performance Monitoring (APM) and Observability

25th

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 February 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Honeycomb Enterprise is 1.3%, down from 1.6% compared to the previous year. The mindshare of Sumo Logic Observability is 0.6%, 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 (%)
Sumo Logic Observability	0.6%
Honeycomb Enterprise	1.3%
Other	98.1%

Application Performance Monitoring (APM) and Observability

Featured Reviews

meetharoon

CEO at a computer software company with 10,001+ employees

Its pattern-matching and code transformation capabilities can be adapted for mass identification and remediation of vulnerable libraries

I asked very specific questions to Mr. Pell about consideration of code security scenarios in pattern design and rules, specifically that tuned with OWASP Top 10. I believe addition of code security focus can be a value-add, though the way Grit architecture is designed and how it works, it is and may not become an alternative choice of code security solutions. Rather, it must be treated as a powerful supplementary tool that augments the existing code security solutions (such as Snyk or Checkmarx) in a DevSecOps or Secure DevOps environment. Anyone interested in learning more on this front or have queries, can get in touch with me for a consulting.

Read full review

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.

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

"The approach offers significant benefits in terms of efficiency, consistency, and proactive security management, particularly valuable for organizations with large, distributed development teams."

"The solution's initial setup process was straightforward since we were getting enough support from Honeycomb.io's team."

"It's very scalable since we used it for a really big organization and it worked."

"Honeycomb Enterprise has positively impacted our organization by providing live alerts."

"The solution's most valuable features are the queries for the OpenTelemetry events and all the tracing."

"The product is easy to learn."

"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."

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

"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."

Cons

"The way Grit architecture is designed and how it works, it is and may not become an alternative choice of code security solutions."

"We can make alerts based on static numbers, which may block us from building alerts that could be generic enough or could be serviced."

"I rate Honeycomb Enterprise a seven out of ten because I feel a lot of the journeys could be made cleaner."

"The process of log scraping gets delayed on Honeycomb.io. At times, it gives false alerts to the application team."

"However, the reason it's only five is because it's lagging behind in terms of AI-compatible features."

"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."

"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."

"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."

Pricing and Cost Advice

Information not available

"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

Computer Software Company

16%

Financial Services Firm

12%

Manufacturing Company

Comms Service Provider

Computer Software Company

11%

Financial Services Firm

10%

Transportation Company

10%

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What needs improvement with Honeycomb.io?

See all answers

What is your primary use case for Honeycomb.io?

Although Grit is a tool code code migration and management of technical debt for large chunks of work, we reviewed Grit from the use case of assisting in faster remediation of vulnerable libraries....

See all answers

What advice do you have for others considering Honeycomb.io?

We set up Honeycomb.io on all the services so that we can have all the set traces of the communication between all the services inside the company. This helps us understand where it could be failin...

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

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Compared 7% of the time

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Compared 6% of the time

New Relic vs Honeycomb Enterprise

Compared 6% of the time

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Dynatrace vs Sumo Logic Observability

Compared 15% of the time

New Relic vs Sumo Logic Observability

Compared 13% of the time

Cribl vs Sumo Logic Observability

Compared 10% of the time

Devo vs Sumo Logic Observability

Compared 8% of the time

Amazon OpenSearch Service vs Sumo Logic Observability

Compared 7% of the time

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Product Reports

Buyer's Guide

Application Performance Monitoring (APM) and Observability

February 2026

Download Honeycomb Enterprise product report

Buyer's Guide

Sumo Logic Observability

January 2026

Download Sumo Logic Observability product report

Also Known As

Grit

No data available

Overview

Honeycomb Enterprise is designed to optimize performance visibility, offering a robust platform for distributed system observability. It provides insights for complex data and aids in faster issue resolution, making it a valuable tool for IT professionals.

This tool is tailored for real-time data tracking and improving system performance efficiency. Enterprises benefit from its capacity to handle large-scale data, ensuring seamless operations and continuity. Honeycomb Enterprise helps teams to tackle data challenges head-on by delivering comprehensive analytics that enhance infrastructure reliability and performance metrics.

What Features Make Honeycomb Enterprise Stand Out?

High-Resolution Visibility: Enables detailed system monitoring to identify issues quickly.
Trace Analysis: Offers powerful tracing of distributed systems for in-depth insights.
Data Scalability: Manages extensive data sets effortlessly for better decision-making.
Real-Time Alerts: Provides instant alerts to preempt potential disruptions.
Collaboration Tools: Facilitates teamwork with integrated tools enhancing productivity.

What Benefits and ROI Can Users Expect?

Reduced Downtime: Faster detection and resolution of issues minimizes operational interruptions.
Cost Efficiency: Optimizes resources leading to lower operational costs.
Improved Decision Making: Enhanced data analytics lead to smarter business strategies.
Enhanced Productivity: Streamlined processes improve team efficiency and output quality.

In industries like finance, e-commerce, and technology, Honeycomb Enterprise implementations demonstrate its utility in managing complex data flows and optimizing system reliability. Businesses in these sectors leverage its capabilities to maintain high service standards and operational efficiency.

Honeycomb.io

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

Clover Health, Eaze, Intercom, Fender

Information Not Available

Buyer's Guide

Honeycomb Enterprise vs. Sumo Logic Observability

February 2026

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