Honeycomb Enterprise vs Mezmo comparison

Honeycomb.io and Mezmo are both solutions in the Application Performance Monitoring (APM) and Observability category. Honeycomb.io is ranked #26 with an average rating of 8.0, while Mezmo is ranked #75. Honeycomb.io holds a 1.4% mindshare in APM, compared to Mezmo’s 0.3% mindshare. Additionally, 100% of Honeycomb.io users are willing to recommend the solution, compared to 100% of Mezmo users who would recommend it.

Honeycomb Enterprise

Read 3 Honeycomb Enterprise reviews

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2,296 Comparison Views

100% willing to recommend

Mezmo

Read 2 Mezmo reviews

673 Views
437 Comparison Views

100% willing to recommend

Honeycomb Enterprise

Mezmo

Comparison Buyer's Guide

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Executive SummaryUpdated on Jul 27, 2025

Mezmo and Honeycomb Enterprise compete in data analytics. Honeycomb Enterprise often has an edge with a robust feature set, while Mezmo attracts cost-conscious buyers with better pricing and customer support.

Features: Mezmo focuses on real-time monitoring, intuitive data visualization, and a seamless analytics experience. Honeycomb Enterprise offers advanced data tracing, in-depth analysis, and complex data insights.

Ease of Deployment and Customer Service: Honeycomb Enterprise provides flexible deployment, comprehensive onboarding documentation, and a responsive support team. Mezmo ensures swift deployment with setup guidance, ideal for small to mid-sized teams.

Pricing and ROI: Mezmo is noted for competitive setup costs with high ROI through affordable solutions. Honeycomb Enterprise has a higher price, justified by extensive features and long-term value.

To learn more, read our detailed Honeycomb Enterprise vs. Mezmo Report (Updated: September 2025).

Buyer's Guide

Honeycomb Enterprise vs. Mezmo

September 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

Honeycomb Enterprise

Ranking in Application Performance Monitoring (APM) and Observability

26th

Average Rating

8.0

Reviews Sentiment

5.4

Number of Reviews

Ranking in other categories

AI Code Assistants (11th)

Mezmo

Ranking in Application Performance Monitoring (APM) and Observability

75th

Average Rating

9.0

Number of Reviews

Ranking in other categories

Log Management (50th), Observability Pipeline Software (7th)

Mindshare comparison

As of October 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Honeycomb Enterprise is 1.4%, down from 1.5% compared to the previous year. The mindshare of Mezmo is 0.3%, up from 0.1% 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 (%)
Honeycomb Enterprise	1.4%
Mezmo	0.3%
Other	98.3%

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.

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Theodore Omtzigt

President and Founder at STILLWATER SUPERCOMPUTING INC

It consolidates all logs into one place and provides required features and functionalities

Every once in a while, our IBM cloud operational implementation gets behind. Sometimes, when we have a customer event, we do not get access to the latest logs for about 30 minutes, particularly for the sites that are heavily utilized. This is clearly not good. It is impossible to do RCA when you can't look at the logs that pertain to the time period in which the event occurred. It could be more of an operational problem than a feature problem. I don't have visibility about whether it is a LogDNA issue or just an operational issue.

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

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

"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 aggregates all event streams, so that if there are any issues, it's all in the same interface."

"LogDNA consolidates all logs into one place, which is super valuable."

Cons

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

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

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

"No ability to encapsulate a query or a filter, and communicate or share that among the team."

"Every once in a while, our IBM cloud operational implementation gets behind. Sometimes, when we have a customer event, we do not get access to the latest logs for about 30 minutes, particularly for the sites that are heavily utilized. This is clearly not good. It is impossible to RCA when you can't look at the logs that pertain to the time period in which the event occurred. It could be more of an operational problem than a feature problem. I don't have visibility about whether it is a LogDNA issue or just an operational issue."

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Top Industries

By visitors reading reviews

Computer Software Company

15%

Financial Services Firm

14%

Comms Service Provider

Manufacturing Company

No data available

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...

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Comparisons

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Compared 19% of the time

Grafana vs Honeycomb Enterprise

Compared 13% of the time

Datadog vs Honeycomb Enterprise

Compared 7% of the time

Splunk Observability Cloud vs Honeycomb Enterprise

Compared 7% of the time

Zabbix vs Honeycomb Enterprise

Compared 6% of the time

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Datadog vs Mezmo

Compared 41% of the time

Cribl vs Mezmo

Compared 37% of the time

Google Cloud's operations suite (formerly Stackdriver) vs Mezmo

Compared 22% of the time

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September 2025

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Also Known As

Grit

LogDNA

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

Today’s enterprises must manage a massive amount of machine data. They require a platform that enables engineering teams to deliberately route and store structured and unstructured data for different teams with unique use cases. Legacy platforms weren’t made for this moment.
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Mezmo, formerly LogDNA, lets organizations ingest, process, route, analyze, and store all of their log data. Purpose-built for modern engineering teams—including developers, SREs, IT Operations, and Security Engineers—the Mezmo platform is trusted by thousands of companies for SaaS, cloud, and hybrid applications.

Mezmo

Sample Customers

Clover Health, Eaze, Intercom, Fender

Instacart, Asics, Lime, Salesforce

Buyer's Guide

Honeycomb Enterprise vs. Mezmo

September 2025

Free Report: Honeycomb Enterprise vs. Mezmo

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