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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
5th
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
27th
Average Rating
6.8
Reviews Sentiment
5.1
Number of Reviews
6
Ranking in other categories
AI Code Assistants (11th), AI Observability (60th)
 

Mindshare comparison

As of March 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Grafana is 3.1%, down from 6.7% compared to the previous year. The mindshare of Honeycomb Enterprise is 1.2%, down from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Grafana3.1%
Honeycomb Enterprise1.2%
Other95.7%
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

"Collaboration: Shares data and dashboards across teams."
"The main benefits I have seen from using Grafana in my day-to-day activities is the visualization of the metrics, specifically Dora Metrics."
"The initial setup is straightforward with just a few clicks on the solution's cloud."
"Almost any kind of visualization is possible with Grafana and all dashboards are configurable."
"It gives us the visibility we need. I like that when we add deployment markers or release markers, we know exactly when an issue arises. For instance, if there is an increased usage of CPU, we can link it directly to the deployment that might have caused the issue. It increases productivity and observability. We can now easily tell when a certain issue arises. It's way easier to debug because it can point you to certain things based on these markers, and we can debug easier."
"Great capacity planning and the solution has a great GUI."
"It excels in providing comprehensive details when there are downtimes or fluctuations, offering thorough reports."
"Plugin: Connecting Grafana to multiple APIs of leading monitoring tools and alerting tools."
"The solution's initial setup process was straightforward since we were getting enough support from Honeycomb.io's team."
"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."
"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."
"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."
"The solution's most valuable features are the queries for the OpenTelemetry events and all the tracing."
 

Cons

"The solution has room for improvement with a better API to help automate the construction of the dashboards easier."
"There is a need for improvement in automating daily monitoring reports, especially when alerts are triggered due to system downtimes or fluctuations."
"Multiple dashboards combined into one dashboard has slowed things down for us."
"The solution should include online support."
"It is limited on the reporting type supported, which is important for managerial-level officers who want reports that are either general or specific."
"Trigger limits are difficult to see in a graph."
"The solution must provide tutorials and guides."
"I rate Grafana a six out of ten."
"I have used better tools, I would say. I would not say that I prefer Honeycomb Enterprise as much."
"I rate Honeycomb Enterprise a seven out of ten because I feel a lot of the journeys could be made cleaner."
"I have used better tools, I would say. I would not say that I prefer Honeycomb Enterprise as much."
"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."
"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."
 

Pricing and Cost Advice

"For me, Grafana is a cheap tool because I don't have to spend much time learning the product since it is a simple solution."
"I use the open source model so it is free."
"​Grafana is free and open source.​"
"It's free of cost; it operates as an open-source tool."
"I give the price an eight out of ten."
"We use the open-source version of Grafana."
"We are using the open-source license."
"You need to purchase the solution's license for its commercial use."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Computer Software Company
11%
Manufacturing Company
9%
Comms Service Provider
6%
Computer Software Company
15%
Financial Services Firm
13%
Manufacturing Company
9%
Comms Service Provider
9%
 

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 Business3
Large Enterprise4
 

Questions from the Community

What is your experience regarding pricing and costs for Grafana?
I purchased my Grafana Cloud subscription through the AWS Marketplace, which simplified my procurement process and allowed me to apply the cost towards my AWS committed spend.
What needs improvement with Grafana?
I find that the alerting UI in Grafana can be complex for new users. While it is very powerful, it takes time to learn the differences between contact points, notification policies, and silences. T...
What is your primary use case for Grafana?
My main use case for Grafana involves operational dashboarding and data visualization, where I use it as a central pane of glass to pull in metrics from multiple sources like Prometheus, Elasticsea...
What needs improvement with Honeycomb.io?
The major thing that's missing from Honeycomb Enterprise is AI compatibility. As far as I know, it's not really a text-based or code-based tool. It's more of a UI right now, which before this parad...
What is your primary use case for Honeycomb.io?
We were building a product for one of the biggest wealth management platforms in the world, an American wealth management platform. For them, it is really important for the product to be reliable a...
What advice do you have for others considering Honeycomb.io?
Having those alerts and metrics in Slack helps with our SLAs. If we ever have downtime in a service, we can get back to it straight away. I rate Honeycomb Enterprise a seven out of ten because I fe...
 

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: March 2026.
884,797 professionals have used our research since 2012.