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Honeycomb Enterprise vs Workspace ONE Intelligence comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 2026

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
19th
Average Rating
7.4
Reviews Sentiment
5.5
Number of Reviews
11
Ranking in other categories
AI Code Assistants (8th), AI Observability (18th)
Workspace ONE Intelligence
Ranking in Application Performance Monitoring (APM) and Observability
43rd
Average Rating
8.0
Reviews Sentiment
5.7
Number of Reviews
4
Ranking in other categories
Mobile APM (6th)
 

Mindshare comparison

As of July 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Honeycomb Enterprise is 1.1%, down from 1.6% compared to the previous year. The mindshare of Workspace ONE Intelligence is 0.5%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Honeycomb Enterprise1.1%
Workspace ONE Intelligence0.5%
Other98.4%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

MukeshSharma - PeerSpot reviewer
Lead Engineer at Qualys
Tracing microservices has exposed gaps in visibility but has provided high-cardinality insights
I have used better tools, I would say. I would not say that I prefer Honeycomb Enterprise as much. I have used Dynatrace, and I found it more comprehensive, and AppDynamics and other tools. These tools can also provide good information, but I find other tools better. Most of the products, I would say, such as Dynatrace or AppDynamics or New Relic, are targeting this microservices market. I think Honeycomb Enterprise can have something very dedicated for microservices because there is an explosion in the migration from monolithic to microservices. If Honeycomb Enterprise can create a stable solution which is easy to use and which gives additional value and helps for faster debugging with microservices, they can certainly gain market share from others. Tracing is already there. I just wish that these tools are a bit less cryptic. These tools sometimes get quite cryptic for new users. The less cryptic they can be made, that can help these tools. Another thing is that for microservices, when you have multiple microservices installed, that is also required. There are tools where you install on a single microservice, but then these microservices interact with multiple microservices. That kind of picture, I have seen that in AppDynamics; they do give a picture showing that a particular request which arrived here had interaction with these other third-party services or microservices and databases. That is what we need. That is what performance engineers and SREs need to see for each request, where it spent the entire time; how many other services or databases it interacted with and what took more or less time, and if there is a sequence, it should highlight that also. Was it parallel or if, for instance, a call to service A and then a call was made to a database, or a call to service A and a database were in parallel, that kind of information.
reviewer2788500 - PeerSpot reviewer
Network Operations Engineer at a media company with 1,001-5,000 employees
Proactive monitoring has transformed compliance checks and reduces help desk tickets daily
During implementation, we identified some features that I'm not actually using today, such as advanced predictive analytics and Digital Employee Experience scoring, along with real-time self-healing at scale. The biggest friction point I hit with Workspace ONE Intelligence is the high complexity of setup, along with data overload, which presents too much information. There's also a skill gap in teams, an over-automation risk, integration challenges, licensing and cost concerns, cultural resistance, and limited real-time action adoption due to the hybrid environment's complexity. If I could change just one thing about Workspace ONE Intelligence, even something small, it would be to make automation adoption simpler and safer, which would ease my workflow.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Honeycomb Enterprise has positively impacted our organization by providing live alerts."
"The most valuable feature of Honeycomb Enterprise for me is the root cause analysis part because it helps me greatly with the response messages and derived error messages which are very clearly mentioned in Honeycomb Enterprise logs."
"Efficiency improvements in processes with Honeycomb Enterprise have definitely been seen, and the most representative example is that more projects can be handled than could be done prior to using Honeycomb Enterprise."
"It's very scalable since we used it for a really big organization and it worked."
"The solution's most valuable features are the queries for the OpenTelemetry events and all the tracing."
"Honeycomb Enterprise is effective because it helps teams quickly find, understand and debug unusual behavior in the complex systems."
"The biggest return on investment with Honeycomb Enterprise is being able to find, if I am doing production support and something goes wrong, the exact scenario or the exact request and response and the details of that really quickly."
"The solution's initial setup process was straightforward since we were getting enough support from Honeycomb.io's team."
"The tool's most valuable feature is its tunneling capability. It is good for inventory, encryption, device location, and kiosk mode. If a device is lost, you can find it. We integrated it with a third-party tool for one-time passwords and two-factor authentication. The user-friendly interface makes device management easy."
"Integration is also very easy."
"I would rate Workspace ONE Intelligence nine out of ten."
"Workspace ONE Intelligence has significantly impacted my organization overall by shifting the operation from reactive to proactive IT, reducing the help desk load, providing a stronger security posture, improving visibility across the enterprise, automating routine IT work, especially in banking-specific contexts, enhancing employee productivity, and optimizing costs, leading to a cultural shift in IT teams."
 

Cons

"I have used better tools, I would say. I would not say that I prefer Honeycomb Enterprise as much."
"However, the reason it's only five is because it's lagging behind in terms of AI-compatible features."
"The process of log scraping gets delayed on Honeycomb.io. At times, it gives false alerts to the application team."
"I rate Honeycomb Enterprise a seven out of ten because I feel a lot of the journeys could be made cleaner."
"The way Grit architecture is designed and how it works, it is and may not become an alternative choice of code security solutions."
"On the negative side, dashboarding is not that great."
"There are a lot many negatives that Honeycomb Enterprise is having. One of them is that it needs good instrumentation and instrumentation to work properly."
"Scaling was tricky as the pricing did not accommodate the scale initially as things grew, and throttling is expected based on the pricing models, but the biggest pain point was management or budgeting having to argue on why this was useful to upgrade to the newest pricing."
"Windows devices management needs improvement."
"One area for improvement is location mapping - it uses Bing Maps instead of Google Maps, which isn't always up to date. Device enrollment can also be challenging, especially for older devices that need a factory reset."
"The biggest friction point I hit with Workspace ONE Intelligence is the high complexity of setup, along with data overload, which presents too much information."
"Support could be improved for Workspace, especially the technical part, and it needs to ensure that issues can be resolved within one or two days."
 

Pricing and Cost Advice

Information not available
"The solution is cost-effective. Workspace ONE Intelligence is neither cheap nor expensive. Compared to other tools like MaaS360, it Is more cost-effective. It costs about seven dollars per user, while others might cost $50—a big difference."
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Top Industries

By visitors reading reviews
Financial Services Firm
12%
Computer Software Company
11%
Manufacturing Company
9%
Comms Service Provider
9%
Construction Company
15%
Manufacturing Company
15%
Comms Service Provider
10%
Energy/Utilities Company
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise1
Large Enterprise8
No data available
 

Questions from the Community

What needs improvement with Honeycomb.io?
If any particular issue is going to take half an hour for root cause analysis, by just getting the error code, particular HTTP status codes or response error messages, we can pinpoint the issues wi...
What is your primary use case for Honeycomb.io?
I was using Honeycomb Enterprise for checking the logs and for application purposes when we were trying to find bugs and errors in a particular application. We used Honeycomb Enterprise for HTTP st...
What advice do you have for others considering Honeycomb.io?
I have read about Honeycomb Enterprise's query engine and the visualization part, which is very interesting. However, those decisions were made by the top leads, so I am not part of that decision. ...
What is your experience regarding pricing and costs for Workspace ONE Intelligence?
Workspace ONE Intelligence comes under a separate cost when purchasing UEM. There is price sensitivity in India compared to other solutions currently occupying the AirWatch, so pricing needs to be ...
What needs improvement with Workspace ONE Intelligence?
During implementation, we identified some features that I'm not actually using today, such as advanced predictive analytics and Digital Employee Experience scoring, along with real-time self-healin...
What advice do you have for others considering Workspace ONE Intelligence?
My advice to someone considering Workspace ONE Intelligence, who has a similar workflow to mine, is to start small and not attempt a big bang approach. Focus on outcomes, not just features, invest ...
 

Also Known As

Grit
Apteligent, Crittercism
 

Overview

 

Sample Customers

Clover Health, Eaze, Intercom, Fender
AT&T, Bloomberg, CNN, Experian, Fox, JC Penny, Urban Outfitters, Nokia, Lutron, NASCAR, T-Mobile, Urban Engines, Microsoft, Lego
Find out what your peers are saying about Honeycomb Enterprise vs. Workspace ONE Intelligence and other solutions. Updated: June 2026.
902,988 professionals have used our research since 2012.