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Grafana vs Honeycomb Enterprise comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 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

Grafana
Ranking in Application Performance Monitoring (APM) and Observability
6th
Average Rating
8.0
Reviews Sentiment
6.9
Number of Reviews
49
Ranking in other categories
No ranking in other categories
Honeycomb Enterprise
Ranking in Application Performance Monitoring (APM) and Observability
20th
Average Rating
7.4
Reviews Sentiment
5.5
Number of Reviews
9
Ranking in other categories
AI Code Assistants (8th), AI Observability (19th)
 

Mindshare comparison

As of May 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Grafana is 2.7%, down from 6.8% compared to the previous year. The mindshare of Honeycomb Enterprise is 1.1%, down from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Grafana2.7%
Honeycomb Enterprise1.1%
Other96.2%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

BasilJiji - PeerSpot reviewer
System Engineer at a retailer with 10,001+ employees
Unified dashboards have empowered teams and have democratized real-time operational insights
Grafana's snapshot and dashboard sharing features are critical for our remote incident response. During production issues, I generate a public snapshot of a dashboard at a specific point and share the URL in our Slack war room so every engineer can see exactly what the metrics looked like when the error occurred. This helps significantly during the process of finding the root cause in those scenarios. The best features Grafana offers go beyond just pretty charts; it is an integration engine. The fact that I can join data from my SQL database with metrics from Prometheus in the same table is a feature I have not found performed as well elsewhere. My team uses this feature by comparing two different tables from the databases to show one single view, which Grafana is really helping with. In a visualized way, the charts can be displayed on one dashboard, allowing end users who are not familiar with these technical aspects to extract valuable data from it. Grafana has positively impacted our organization by democratizing data within our company. Before using Grafana, only developers could see the system health, but now our product managers and executives have their own high-level dashboards, which has improved cross-departmental transparency and alignment.
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.

Quotes from Members

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

Pros

"The most valuable feature of Grafana is the ease to build dashboards from observability construction. Additionally, the page services and integration are good."
"This solution provides valuable insights into the health of our infrastructure in real time."
"If you want a scalable solution, better visualization, optimization, centralized monitoring, and improved troubleshooting, then you can choose Grafana without any doubts in your mind."
"The most valuable thing was that it had a good visualization tool."
"Grafana saves us hours compared to DataDog."
"​Grafana has improved our analysis capability to solve an issue, increasing the co-working between IT services and business services.​"
"Visualisation: It is easy to create beautiful, understanding graphs, snapshots to share the graphs with people who do not have access to Grafana, and templating to create powerful graphs."
"The dashboards are very easy to work with."
"Honeycomb Enterprise has positively impacted our organization by providing live alerts."
"The solution's initial setup process was straightforward since we were getting enough support from Honeycomb.io's team."
"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."
"Honeycomb Enterprise played a vital role in identifying the problems in the initial calls itself, which has actually saved us a lot of incidents and reduced customer complaints by almost ninety to ninety-two to ninety-three percent as per the data I have."
"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."
"It's very scalable since we used it for a really big organization and it worked."
"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."
"The approach offers significant benefits in terms of efficiency, consistency, and proactive security management, particularly valuable for organizations with large, distributed development teams."
 

Cons

"The look and feel of the charting and graph capabilities in Grafana could improve. If they provided a storyboard type of feature as they have in other solutions, such as PowerBI. The multi-tenanted and stitch metrics features could improve."
"I had issues with the solution's configuration part."
"There is a need for improvement in automating daily monitoring reports, especially when alerts are triggered due to system downtimes or fluctuations."
"All the features are complicated."
"Lacks in-depth graphs and sufficient AI."
"It would be helpful if they simplified the data source."
"The interface is not well-liked by my customers."
"The service dashboard is very hard and needs improvement."
"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."
"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."
"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."
"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."
"I have used better tools, I would say. I would not say that I prefer Honeycomb Enterprise as much."
 

Pricing and Cost Advice

"My company uses the open-source version of Grafana, so it's free."
"Since Grafana is an open-source solution, it is free of cost."
"We use the open-source version of Grafana."
"I am using an open-source version"
"I give the price an eight out of ten."
"We are using the open-source license."
"I use the open source model so it is free."
"It's free of cost; it operates as an open-source tool."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Computer Software Company
10%
Manufacturing Company
9%
Comms Service Provider
7%
Computer Software Company
13%
Financial Services Firm
12%
Comms Service Provider
8%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise10
Large Enterprise25
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise1
Large Enterprise6
 

Questions from the Community

What is your experience regarding pricing and costs for Grafana?
My experience with pricing, setup cost, and licensing is that it is very reasonable and has excellent community support.
What needs improvement with Grafana?
Currently, I do not think that any improvement is required, but there are multiple use cases.
What is your primary use case for Grafana?
My main use case for Grafana is to create and design dashboards based on the metrics provided by different exporters via Prometheus. We have different exporters, and we are creating different dashb...
What needs improvement with Honeycomb.io?
The only complaint I have is that even though we are on a paid tier where we are paying one hundred thirty dollars per month, we are still lacking the amount of ingestion we have to do. It counts e...
What is your primary use case for Honeycomb.io?
I received information from your team regarding a peer review of Honeycomb Enterprise. As an observability engineer using Honeycomb Enterprise extensively, I can provide substantial input. My prima...
What advice do you have for others considering Honeycomb.io?
In those scenarios where you are not getting the complete data to the customer, it will cap the data to one megabyte. For tracing solution, definitely, I will always suggest Honeycomb Enterprise is...
 

Comparisons

 

Also Known As

No data available
Grit
 

Overview

 

Sample Customers

Microsoft, Adobe, Optum, Sky, Nvidia, Roblox, Wells Fargo, BlackRock, Informatica, Maersk, Daimler Truck, SNCF, Atlassian, DHL, SAP, JPMorgan Chase, Cisco, Citi and many others.
Clover Health, Eaze, Intercom, Fender
Find out what your peers are saying about Grafana vs. Honeycomb Enterprise and other solutions. Updated: April 2026.
893,164 professionals have used our research since 2012.