Honeycomb Enterprise vs Stackify comparison

Read 6 Stackify reviews

930 Views
595 Comparison Views

71% willing to recommend

Honeycomb Enterprise

Comparison Buyer's Guide

Download the report

Executive SummaryUpdated on Jul 27, 2025

Stackify and Honeycomb Enterprise compete in the application performance monitoring space. Stackify seems to have the upper hand in pricing and support, while Honeycomb Enterprise holds an edge with advanced features due to the enhanced value provided.

Features: Stackify offers centralized logging, error tracking, and application monitoring, aiding in quick identification of application issues. Honeycomb Enterprise provides real-time observability, sophisticated data-driven insights, and event-level diagnostics, enabling detailed system analysis. Honeycomb's capability for real-time insights gives it a competitive edge in feature robustness over Stackify.

Ease of Deployment and Customer Service: Stackify offers straightforward deployment suitable for smaller teams, along with comprehensive documentation and responsive technical support. Honeycomb Enterprise, although more complex, provides extensive onboarding resources and a robust customer service model, catering to larger enterprises. Honeycomb's broader deployment support and dedicated service options are advantageous for organizations with complex needs.

Pricing and ROI: Stackify provides a modest setup cost with a focus on delivering high ROI through its comprehensive yet affordable features. Honeycomb Enterprise, while requiring a higher initial investment, offers long-term ROI gains through advanced capabilities and deeper insights. Despite the higher price, Honeycomb's enhanced features can lead to significant long-term value for businesses seeking detailed performance analytics.

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

Honeycomb Enterprise vs. Stackify

Download the complete report

Helped 868,654 peers since 2012

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)

Stackify

Ranking in Application Performance Monitoring (APM) and Observability

59th

Average Rating

7.8

Number of Reviews

Ranking in other categories

IT Infrastructure Monitoring (58th), Log Management (61st)

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 Stackify is 0.4%, 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 (%)
Honeycomb Enterprise	1.4%
Stackify	0.4%
Other	98.2%

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

Moses Arigbede

Head of DevOps at Partsimony

Easy to set up with great custom dashboards but needs to improve non-.NET infrastructure

They need to improve non-.NET infrastructure. We always had difficulty when it comes to reporting or metrics that come from Linux operating systems and Docker containers. For anything that runs within the Unix environment, we always had problems with them, however, if it was a document-based application, Stackify was 100%, it gave everything. Now, the aggregation agent, the metric agent for Stackify for Linux, collects everything. When I say everything, I mean, everything. It collects so much information that we now started to term it as useless data as all that ingestion will just come in and overwhelm your log retention limit for the month and really this spike up your cost at the end of the month. You'll need to do a lot in order to train down the data coming in from all your Linux environments, to get to what you really need, which actually takes some time as well. I would like to be able to see metrics about individual running containers on the host machines. Stackify has not really gotten that right, as far as I'm concerned. Netdata has done a better job and New Relic has also done a better job. They need to improve on that. We need to be able to see the individual resource usage of containers running within a particular host.

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."

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

"The performance dashboard and the accurate level of details are beneficial."

"The filter feature on Stackify is one of the features I found valuable. It's awesome. When I want to get the application logs, the solution gives me many filters. For example, if I want to get logs from my test environment, the option is there for me to select the environment from Stackify, and you can also select the particular application, and you'll see the information you need there. The filter feature alone and the fact that Stackify offers a lot of different filters is what I like the most about the solution because I've used other tools with the filter feature, but the filtering was very difficult, versus Stackify that has good filtering. On Stackify, you can filter the information by the last one hour, or the last four hours, and you can also select the date range and specify the timestamp, then the solution will give you the information based on the date range you specified. Another feature I found valuable on Stackify is its rating feature because it tells you how your application is faring. For example, a rating of A means excellent, while a rating of F means very bad, or that your application is not doing well at all. The ratings are from A to F. I also like that Stackify helps you in terms of load management because the solution gives you information on overutilized resources. These are the most valuable features of the solution."

"The deployment is very fast."

"The solution is stable and reliable."

Cons

"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."

"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've not used Stackify for a while, and I'm currently using a solution now that's not as good as Stackify. Among the solutions I've been using so far, Stackify has been one of the best for me, but there's always room for improvement. For example, I don't know if it's just me, but when I try to get the log from Stackify, sometimes it doesn't appear in real-time. It takes a few minutes before the logs appear. When I redeploy my solution and the application starts, I don't see the logs immediately, and it would take two to three minutes before I see the logs. I don't know if other customers have a similar experience. It's the wait time for the logs to appear that's a concern for me, could be improved, and is what the Stackify team should be looking into. In terms of any additional feature that I'd like added to the solution, I'm not sure if Stackify has a way to export logs out. I've been trying to do it. On the solution, you can click on a spiral-like icon and it shows you the entire error, and I'd prefer an export button that would let me download the error and save that into a text file, for example, so it'll be available on my local machine for me to reference it, especially because the log keeps going and as you're using the solution, the system keeps pushing messages on to Stackify, so if I'm looking at a particular error at 12:05 PM, for example, by the time I go back to my system and would like to revisit the error at 12:25 PM, on Stackify, the logs would have gone past that level and I won't see it again which makes it difficult. When you now go back to that timestamp, you don't tend to see it immediately, but if the solution had an export feature for me to save that particular error information on my local machine for reference at a later time, I won't have to go back to Stackify. I just go to that log, specifically to that particular export that I've received on my local machine. I can get it and review it, and it would be easier that way versus me going back to Stackify to find that particular error and request that particular information."

"The search feature could be improved."

"I would like to be able to see metrics about individual running containers on the host machines."

"It should be easily scalable and configurable in different instances."

Pricing and Cost Advice

Information not available

"The price is variable. It depends on how much data we have received in that particular month. Usually, it goes up to $2,000, or, at times, $3,000 USD per month."

See which vendors are best for you

Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.

See recommendations

868,654 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Computer Software Company

16%

Financial Services Firm

13%

Manufacturing Company

Comms Service Provider

Financial Services Firm

14%

Media Company

Comms Service Provider

Insurance Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	2
Large Enterprise	2

Questions from the Community

What needs improvement with Honeycomb.io?

We faced some OpenTelemetry metrics lost between the communication from the service and the Honeycomb.io. I can't say if this is a Honeycomb.io issue or if there are some limitations in OpenTelemet...

See all answers

What is your primary use case for Honeycomb.io?

The solution is mainly used for stack observability. It observes service behavior or any kind of failure that may be happening. The tool is also related to research. My company is working more on t...

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

Ask a question

Earn 20 points

Comparisons

Sentry vs Honeycomb Enterprise

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 5% of the time

More Honeycomb Enterprise Competitors

New Relic vs Stackify

Compared 54% of the time

Dynatrace vs Stackify

Compared 25% of the time

Splunk Enterprise Security vs Stackify

Compared 21% of the time

More Stackify Competitors

Product Reports

Application Performance Monitoring (APM) and Observability

Download Honeycomb Enterprise product report

Download Stackify 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

Stackify is an application performance management (APM) solution that combines application performance monitoring with logs, errors, and reporting. It is a SaaS solution that is developer-focused. Users can quickly scan, identify, and repair issues with applications. Stackify APM offers valuable tools, such as Prefix and Retrace, which help to make it a comprehensive and valuable APM solution. Stackify is now part of the Netreo family of IT Infrastructure Management (ITIM), which is considered one of the fastest-growing IT organizations in the marketplace today.

Stackify Prefix

Stackify Prefix helps developers write better code, faster. The tool examines, tests, and approves code as it is being written. Almost every new application is code-perfect, negating the need for exhausting troubleshooting and frustrating time-consuming code review.

Prefix is able to discover poor-performing SQL queries, ORM queries, potential bottlenecks, and concealed exceptions prior to moving the application into production.

Prefix offers Summary Dashboards, intuitive suggestions, integrated logs, and distributed tracing. Distributed tracing expands visibility to cloud-native applications, microservices, and containers and can also provide additional transparency to cache services, web services, third-party services, and more. Users are able to easily move from logs to traces and back.

This valuable tool ensures developers are able to consistently release the best code possible in the least amount of time, while improving performance, productivity, and profitability.

Prefix is a very robust and easy-to-use tool. It can be used seamlessly with Linux, macOS, and Windows. Prefix integrates well with numerous languages, such as Java, Python, Ruby, PHP, Node.js, .Net, and .Net Core.

Stackify Retrace

Stackify Retrace is a user-friendly, trusted APM solution used in more than fifty countries worldwide. Users know that Retrace is able to ensure they can complete quicker, more efficient application development and consistently enhance overall application performance by suggesting important intuitive suggestions users need.

This solution is beneficial to both developers (Dev) and operations (Ops) personnel to learn to improve code and immediately finetune issues by:

Establishing effortless collaboration between Dev and Ops personnel via an easy-to-use GUI dashboard.
Delivering complete transparency of all stages of the application development process, from pre-development to production.
Utilizing performance protocols, such as error tracking, application logs, and code profiling, in real time in order to thoroughly understand how long a code will take to complete various tasks.
Improving overall efficiency and productivity by immediately discovering and repairing application issues.

Retrace Real User Monitoring (RUM) uses both front-end and back-end monitoring to give users a complete picture of what is going on with the applications. This intuitive dashboard displays performance with a complete breakdown of resource usage and integrates the server-side and client traces into one engaging, user-friendly, extensive view.

Retrace is an out-of-the-box solution that works seamlessly with Java stacks, PHP, Node.js, Ruby, Python, .Net, and .Net Core. It is also compatible with many of today’s popular frameworks, such as AWS, Azure, Elasticsearch, MongoDB, MySQL, Oracle, PostgreSQL, Redis, and SQL Server. Additionally, Retrace will work effectively with many cloud providers, containers, and languages, and offers excellent and easy integration with today's favorite tools such as Jira, Slack, Jenkins, and more.

Sample Customers

Clover Health, Eaze, Intercom, Fender

MyRacePass, ClearSale, Newitts, Carbonite, Boston Software, Children's International, Starkwood Media Group, Fewzion

Honeycomb Enterprise vs. Stackify