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Honeycomb.io vs Prometheus comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

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

Customer Service

No sentiment score available
Sentiment score
4.1
Prometheus users frequently receive support from documentation, online communities, and internal teams, reducing the need for direct technical assistance.
 

Room For Improvement

No sentiment score available
Sentiment score
4.6
Prometheus needs improvements in query language, UI, documentation, visualization tools, integration, security monitoring, error handling, and pricing.
 

Scalability Issues

No sentiment score available
Sentiment score
6.4
Prometheus is highly scalable, integrates with projects like Thanos, supports enterprise needs, but some users seek parameter improvements.
 

Setup Cost

No sentiment score available
No sentiment score available
Prometheus is favored for affordability due to its open-source model, often chosen over pricier alternatives like New Relic and Datadog.
 

Stability Issues

No sentiment score available
Sentiment score
9.3
Prometheus is stable and efficient, with occasional performance issues, commonly used in Docker Compose and Kubernetes environments.
 

Valuable Features

No sentiment score available
Sentiment score
8.7
Prometheus is highly valued for its integration, flexibility, scalability, powerful querying, Grafana dashboards, easy installation, and robust API support.
 

Categories and Ranking

Honeycomb.io
Ranking in Application Performance Monitoring (APM) and Observability
28th
Average Rating
8.6
Reviews Sentiment
7.0
Number of Reviews
2
Ranking in other categories
No ranking in other categories
Prometheus
Ranking in Application Performance Monitoring (APM) and Observability
9th
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
33
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2024, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Honeycomb.io is 1.7%, up from 1.3% compared to the previous year. The mindshare of Prometheus is 3.4%, down from 3.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Diego Gomes De Lima - PeerSpot reviewer
Easy to use and the dashboard is very intuitive
We faced some OpenTelemetry metrics lost between the communication from the service and the Honeycomb.io. I can't say if this is a Honeycomb.io issue or if there are some limitations in OpenTelemetry. Alerts are very helpful in Honeycomb.io, but we don't usually merge because we can compare queries with queries for making alerts. We can make alerts based on static numbers, which may block us from building alerts that could be generic enough or could be serviced.
Noam Blidstein - PeerSpot reviewer
A very flexible open box that can be used vastly to do anything you need
Make sure that you have dedicated manpower to configure and manage the solution. It requires handling, not necessarily on a daily basis, but it definitely requires someone who is focused and has expertise with the solution. Know in advance what you want to gain from the solution. Don't jump in to configuring or deploying before knowing what you expect from it. I like the solution very much. I think it is a major tool, especially in advanced environments. The open box provides a lot of flexibility and gives a very holistic view of the entire Kubernetes environment. Integrating with the Rancher management tool gives the solution even more abilities. There are several tools that we use behind the scenes to ease the process but the solution on its own is a very good tool. I rate the solution an eight out of ten.
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Computer Software Company
16%
Manufacturing Company
8%
Healthcare Company
6%
Financial Services Firm
26%
Computer Software Company
15%
Manufacturing Company
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What do you like most about Honeycomb.io?
The solution's initial setup process was straightforward since we were getting enough support from Honeycomb.io's team.
What needs improvement with Honeycomb.io?
We faced some OpenTelemetry metrics lost between the communication from the service and the Honeycomb.io. I can't say if this is a Honeycomb.io issue or if there are some limitations in OpenTelemet...
What is your primary use case for Honeycomb.io?
The solution is mainly used for stack observability. It observes service behavior or any kind of failure that may be happening. The tool is also related to research. My company is working more on t...
What do you like most about Prometheus?
The most valuable feature of Prometheus is its ability to collect metrics.
What is your primary use case for Prometheus?
We use Prometheus for observability and analyzing data for business metrics and system metrics. It helps us with messaging services observability. It also helps a lot with the architecture and scal...
 

Comparisons

 

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Overview

 

Sample Customers

Clover Health, Eaze, Intercom, Fender
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Find out what your peers are saying about Honeycomb.io vs. Prometheus and other solutions. Updated: October 2024.
816,192 professionals have used our research since 2012.