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Honeycomb Enterprise vs Workspace ONE Intelligence comparison

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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
14th
Average Rating
7.8
Reviews Sentiment
5.8
Number of Reviews
15
Ranking in other categories
AI Code Assistants (8th), AI Observability (11th)
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 October 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Honeycomb Enterprise is 1.0%, down from 1.4% 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

"It is just amazing working with it, because we have a dashboard and we can run queries to get these error logs, get directly what we want within the time frame, and it helps debug the code and the terminal."
"It's very scalable since we used it for a really big organization and it worked."
"Honeycomb Enterprise has positively impacted my organization by improving the way I understand production problems and significantly reducing the time required to do so."
"From a pros perspective, Honeycomb Enterprise could be a better candidate with high cardinality; when there are too many unique values, Honeycomb Enterprise could be more beneficial there."
"Honeycomb Enterprise has had a very positive impact on our organization by reducing the time it takes to identify and resolve production issues."
"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."
"Honeycomb Enterprise has positively impacted our organization by providing live alerts."
"The approach offers significant benefits in terms of efficiency, consistency, and proactive security management, particularly valuable for organizations with large, distributed development teams."
"Integration is also very easy."
"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."
"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."
"I would rate Workspace ONE Intelligence nine out of ten."
 

Cons

"The learning curve for things such as traces, spans, high-cardinality data, and advanced queries is an area where Honeycomb Enterprise can be improved."
"The areas for improvement with Honeycomb Enterprise lie in the query UI, which could be improved to a more current standard."
"The learning curve can be steep, especially for engineers who are new to distributed tracing and observability concepts."
"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."
"Regarding other aspects, I cannot comment fully because we only use that particular part for tracing the particular threads as per the issues and there are multiple issues in which we have not used it."
"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."
"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."
"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."
"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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915,341 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
11%
Computer Software Company
9%
Manufacturing Company
9%
Comms Service Provider
9%
Comms Service Provider
13%
Manufacturing Company
13%
Construction Company
13%
Energy/Utilities Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise2
Large Enterprise13
No data available
 

Questions from the Community

What needs improvement with Honeycomb.io?
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 comm...
What is your primary use case for Honeycomb.io?
I have been using Honeycomb Enterprise for the past three years. My main use case has been troubleshooting and performing monitoring for Kubernetes-based applications and microservices.
What advice do you have for others considering Honeycomb.io?
I would say that Honeycomb Enterprise takes governance and security very seriously. I appreciate that it supports enterprise features such as role-based access control, SSO integration, and audit c...
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: September 2026.
915,341 professionals have used our research since 2012.