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Honeycomb Enterprise vs Workspace ONE Intelligence comparison

Why PeerSpot?
 

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
10th
Average Rating
7.8
Reviews Sentiment
5.8
Number of Reviews
19
Ranking in other categories
AI Code Assistants (8th), AI Observability (9th)
Workspace ONE Intelligence
Ranking in Application Performance Monitoring (APM) and Observability
37th
Average Rating
8.0
Reviews Sentiment
5.7
Number of Reviews
4
Ranking in other categories
Mobile APM (6th)
 

Mindshare comparison

As of November 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Honeycomb Enterprise is 1.0%, down from 1.3% compared to the previous year. The mindshare of Workspace ONE Intelligence is 0.6%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Honeycomb Enterprise1.0%
Workspace ONE Intelligence0.6%
Other98.4%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

EN
Tech Consultant at multi ideal
Observability has transformed how I troubleshoot microservices and reduce incident time
Overall, I have had a very good experience with Honeycomb Enterprise, but there are a few areas where it could be improved. I would like to see more out-of-the-box dashboards and templates for common Kubernetes and cloud-native workloads so that new users can get value more quickly. The learning curve can be steep, especially for engineers who are new to distributed tracing and observability concepts. Additionally, while the query capabilities are very powerful, there are times when specifying advanced query workflows could be improved to provide a better overall experience for troubleshooting and observability. Beyond what I mentioned, there are a few other areas that could also be improved. I would like to see even deeper native integration with more DevOps and ITSM tools to make it easier to connect observability data directly into incident management and operational workflows. Regarding pricing, Honeycomb Enterprise delivers strong value, but as organizations scale and generate larger volumes of telemetry, cost can become a consideration. More flexible pricing options or cost optimization features for high-volume environments would be helpful. My support experience has been generally positive, but faster turnaround time for complex technical issues and more advanced implementation guides or best practices documentation would make onboarding and troubleshooting easier. These improvements would make an already strong observability platform even more accessible and scalable for enterprise teams.
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

"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 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."
"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."
"Distributed tracing makes troubleshooting easier for me because I can follow a request across different services and see where the delay or an error occurs."
"It's very scalable since we used it for a really big organization and it worked."
"The approach offers significant benefits in terms of efficiency, consistency, and proactive security management, particularly valuable for organizations with large, distributed development teams."
"Honeycomb Enterprise has had a very positive impact on our organization by reducing the time it takes to identify and resolve production issues."
"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."
"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."
"Integration is also very easy."
 

Cons

"The way Grit architecture is designed and how it works, it is and may not become an alternative choice of code security solutions."
"One challenge is that many things have to be defined manually and are not totally automated, while some competitors used for different projects or clients do have automation."
"I believe Honeycomb Enterprise could be improved by simplifying the initial setup and configuration, especially for teams new to observing it, as the learning curve for advanced queries can be steep, and dashboard customization could be more intuitive."
"The areas for improvement with Honeycomb Enterprise lie in the query UI, which could be improved to a more current standard."
"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."
"The learning curve can be steep, especially for engineers who are new to distributed tracing and observability concepts."
"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."
"On the negative side, dashboarding is not that great."
"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."
"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."
 

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
Manufacturing Company
10%
Comms Service Provider
10%
Financial Services Firm
9%
Computer Software Company
9%
Comms Service Provider
15%
Construction Company
13%
Manufacturing Company
13%
Energy/Utilities Company
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise4
Large Enterprise17
No data available
 

Questions from the Community

What needs improvement with Honeycomb.io?
The learning curve for things such as traces, spans, high-cardinality data, and advanced queries is an area where Honeycomb Enterprise can be improved. I would rate Honeycomb Enterprise around 8.5 ...
What is your primary use case for Honeycomb.io?
My primary use case for Honeycomb Enterprise is troubleshooting production applications and distributed services using the observability data, particularly when a normal log search is not enough to...
What advice do you have for others considering Honeycomb.io?
Some of the best features Honeycomb Enterprise offers include distributed tracing, which is probably the most important feature for my use case, and it helped me answer where the request spent its ...
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: November 2026.
920,769 professionals have used our research since 2012.