Honeycomb.io vs Prometheus comparison

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Honeycomb.io

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Executive Summary

We performed a comparison between Honeycomb.io and Prometheus based on real PeerSpot user reviews.

Find out in this report how the two Application Performance Monitoring (APM) and Observability solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Honeycomb.io vs. Prometheus Report (Updated: December 2024).

Honeycomb.io vs. Prometheus

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Helped 824,053 peers since 2012

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

Ranking in other categories

No ranking in other categories

Prometheus

Ranking in Application Performance Monitoring (APM) and Observability

8th

Average Rating

8.4

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of December 2024, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Honeycomb.io is 1.8%, up from 1.3% compared to the previous year. The mindshare of Prometheus is 3.3%, down from 3.7% 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

Senior Software Engineer at SumUp

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.

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Noam Blidstein

Head of Global IT Operations at a financial services firm with 501-1,000 employees

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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Quotes from Members

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

Pros

"The solution's most valuable features are the queries for the OpenTelemetry events and all the tracing."

"The solution's initial setup process was straightforward since we were getting enough support from Honeycomb.io's team."

"The solution is useful to collect huge metrics."

"It lets me proactively identify and resolve system issues. This, in terms of, most of the time, really reduces downtime. Because when there are notifications on time when we engage it quickly on time, our downtime is highly reduced. So basically, Prometheus is for monitoring and alerting."

"The product has an easy-to-understand interface."

"The solution offers an easy way to install and scratch values."

"The most valuable features of Prometheus are the many functions available. The functions are helpful for understanding the behavior of applications and infrastructure."

"Stability-wise, I rate the solution a ten out of ten."

"The sky is the limit because the solution is a flexible open box that can be used vastly to do anything you need to monitor applications."

"It has lots of APIs and libraries to integrate with any kind of language."

More Prometheus pros

Cons

"The process of log scraping gets delayed on Honeycomb.io. At times, it gives false alerts to the application team."

"We can make alerts based on static numbers, which may block us from building alerts that could be generic enough or could be serviced."

"Its stability could be even better."

"The query language in Prometheus is an area of concern where improvements are required."

"If you are not quite technical, it can be pretty hard to understand the way it works and how to query data in Prometheus."

"The scalability must be improved."

"The solution's error handling part could be improved."

"The interface is not particularly user-friendly and that could be improved."

"Prometheus can be initially difficult for users since it has its query language, PromQL. The minimalistic interface is complicated to understand. They need to improve their interface so that users who don't know PromQL can also use it. You can only leverage the tool when you know PromQL."

"Prometheus can definitely improve its visualization. For example, the matrices represented in Prometheus do not have a very good visualization on their dashboard."

More Prometheus cons

Pricing and Cost Advice

Information not available

"Prometheus is an open-source tool."

"We have the open-source version, so we don't pay for it."

"It is an open-source tool."

"The price of Prometheus is good, it is affordable because it is open source and there is no cost to it. You put it on your own server and the costs incurred completely depend on how you set it up."

"The solution is not expensive."

"The product is expensive compared to Datadog."

"The solution is open source."

"Prometheus is an open-source solution."

More Prometheus pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.

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824,053 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

18%

Computer Software Company

16%

Manufacturing Company

Healthcare Company

Financial Services Firm

26%

Computer Software Company

15%

Manufacturing Company

Government

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?

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 experience regarding pricing and costs for Prometheus?

Prometheus is an open-source tool.

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...

Azure Monitor vs Honeycomb.io

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Datadog vs Honeycomb.io

Compared 15% of the time

Compared 6% of the time

New Relic vs Honeycomb.io

Compared 4% of the time

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Compared 16% of the time

Zabbix vs Prometheus

Compared 11% of the time

Dynatrace vs Prometheus

Compared 9% of the time

New Relic vs Prometheus

Compared 9% of the time

WhatsUp Gold vs Prometheus

Compared 2% of the time

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Product Reports

Application Performance Monitoring (APM) and Observability

Download Honeycomb.io product report

Download Prometheus product report

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Honeycomb.io

Overview

Many offerings tout observability. How is Honeycomb different? We have defined what Observability is and have built a tool to help modern Dev, DevOps and Site Reliability Engineering teams operate more efficiently. Because it’s all about delivering high quality code, maintaining reliability and getting precious time back.

We made a critical decision to provide a seamless, current view of your system (from logs to events and traces) in a single data store, regardless of how complex your architecture is. This means you no longer have to toil with multiple tools or stitched-together solutions – burning time as you address issues affecting users.

We also believe strongly that optimizing systems and debugging should not be difficult and draining, freeing up more time to ship new code. Our approach emphasizes efficiency and knowledge sharing, thereby elevating everyone’s game and ultimately business outcomes.

Prometheus specializes in gathering, monitoring, and analyzing logs and metrics. Utilized for data visualization in Grafana, cloud deployments, Kubernetes monitoring, and financial transactions, it provides a comprehensive view of application performance.

Prometheus is widely adopted for its robust metrics collection and scraping capabilities. It integrates seamlessly with Grafana for detailed visualizations and supports installations in cloud environments like Azure and Amazon. Prometheus is especially valued for monitoring Kubernetes deployments and ensuring efficient operation of servers, databases, and microservices. Its open-source nature provides reliability, flexibility, and scalability. Users appreciate its extensive integrations, APIs, and libraries, supporting multiple languages. Prometheus also offers remote writing, dynamic conflict resolution, high availability, and lightweight configuration with detailed documentation.

What are the key features of Prometheus?

Extensive Integrations: Supports APIs and libraries across multiple languages
Metrics Collection: Efficiently handles large amounts of metrics
Scraping Capabilities: Effective data gathering from applications
HTTP Monitoring: Reliable and detailed tracking
Grafana Integration: Seamless dashboards and visualizations
High Availability: Ensures system reliability
Lightweight Configuration: User-friendly setup process
Robust Querying: Advanced data querying and long-term storage integration

What benefits should users look for in reviews?

Holistic Application Performance: Provides a comprehensive view
Scalability: Handles growing amounts of metrics
Flexibility: Adapts to various cloud and on-premises environments
Reliability: Ensures consistent performance
Detailed Documentation: Offers clear guidance for users

Prometheus is extensively used in industries requiring robust monitoring and alerting systems. Financial services leverage it for tracking transactions, while tech companies deploy it for Kubernetes and microservices monitoring. Its scalable and flexible nature makes it a preferred choice for cloud environments, supporting the efficient operation of infrastructure and applications.

Sample Customers

Clover Health, Eaze, Intercom, Fender

Information Not Available

Honeycomb.io vs. Prometheus