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Honeycomb Enterprise vs Kong Konnect 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:
 

ROI

Sentiment score
3.9
Honeycomb Enterprise improved issue resolution, debugging, and latency, boosting customer satisfaction and reducing costs and workforce needs.
Sentiment score
6.3
Kong Konnect reduced debugging by 30%, improved API performance, enhanced security, and cut costs through efficient team management.
Honeycomb Enterprise played a vital role in identifying the problems in the initial calls itself. That has actually saved us a lot of incidents.
Technical Lead at CloudBolt Software
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.
Software Engineer at a non-tech company with 501-1,000 employees
Time saved is a relevant metric; it used to take us a week, but now it takes us only a day.
Lead Software Engineer at a computer software company with 51-200 employees
I have seen a return on investment with Kong Konnect, as it helps manage security very well, allows for faster API deployments saving developer time, and reduces salary costs with better uptime and minimal downtime, thus preventing potential business loss.
Solution Architect at Dhanyaayai enterprise private limited
I have seen the scalability of being able to manage 80 to 100-plus teams with a small team of about three or four people.
CTO at Keogh Innovation
 

Customer Service

Sentiment score
3.7
Mixed feedback on Honeycomb Enterprise support praised for setup help but criticized for delayed technical query responses.
Sentiment score
7.8
Kong Konnect offers responsive 24/7 customer support with quick resolutions, tiered services, and community assistance enhancing user experience.
To highlight what is the issue going on in our currently running 100 requests, we just highlight that one request which is very slow or maybe we just move it to the top so that we can alert everybody that this is the problem.
IT Analyst at cmc
When I was looking at Honeycomb Enterprise support with Go Lambdas, it was a little tricky to find someone who could help me answer the question.
Software Engineer at a non-tech company with 501-1,000 employees
Technical support from Proofpoint was absolutely excellent.
Senior Software Engineer at Netenrich
When I raise an incident or a support ticket, it gets answered in four hours.
API Technical Architect at Independent API Consultant
They offer twenty-four-hour support with SLA-based response times.
Solution Architect at Dhanyaayai enterprise private limited
 

Scalability Issues

Sentiment score
5.7
Honeycomb Enterprise is scalable for diverse deployments but can become costly as usage increases, with experience varying by provider.
Sentiment score
7.8
Kong Konnect offers high scalability and flexibility for microservices, supporting auto-scaling and diverse deployments on cloud platforms.
When you send traces, you will get the complete view of the life of the code and how it has been executed.
Technical Lead at CloudBolt Software
Honeycomb Enterprise scales best when all the products in the company use it because it allows tracing outside of individual products to see how they interact.
Software Engineer at a non-tech company with 501-1,000 employees
At times we can be shocked to see that this price is too high for involving too many developers on one peak or having a much bigger data set or more advanced features for our use.
IT Analyst at cmc
The platform is fully scalable, providing various ways to manage data planes or runtimes.
IT Soulutoin Expert at a tech vendor with 10,001+ employees
Kong Konnect's scalability is very high, handles growth well, and since it is a stateless gateway, it scales easily in Kubernetes using horizontal scaling.
Solution Architect at Dhanyaayai enterprise private limited
Kong Konnect is the control plane, and there is the ability to add more teams and more control planes based on the number of teams you have onboarding.
CTO at Keogh Innovation
 

Stability Issues

Sentiment score
7.1
Honeycomb Enterprise is generally stable and efficient, but occasional crashes prompt some to consider alternatives like Jaeger.
Sentiment score
8.0
Kong Konnect efficiently manages heavy API loads with reliable routing, stable data planes, and minimal control plane issues.
They could not get proper tracing with Honeycomb Enterprise at that time.
Lead Engineer at Qualys
In terms of stability and availability, this is an impressive one.
Customer Support Engineer at a insurance company with 10,001+ employees
Mostly it is reliable, but at times, maybe one or two times in two to three months, these issues do happen.
IT Analyst at cmc
It was very fast, and we did not experience any interruptions.
Senior Software Engineer at Netenrich
Kong Konnect is very stable with no issues regarding reliability in my experience.
Solution Architect at Dhanyaayai enterprise private limited
I've seen them run at major scale in large companies across the whole of Europe.
CTO at Keogh Innovation
 

Room For Improvement

Users suggest enhancing Honeycomb Enterprise's documentation, UI, pricing, dashboard features, and integration with third-party services and OpenTelemetry.
Kong Konnect needs better debugging, clearer documentation, simpler configuration, enhanced CI/CD integration, improved RBAC support, and a simplified pricing model.
Rather, it must be treated as a powerful supplementary tool that augments the existing code security solutions (such as Snyk or Checkmarx) in a DevSecOps or Secure DevOps environment.
CEO at a computer software company with 10,001+ employees
The main thing is that I think everything should very hard aim for the direction of being AI compatible because every engineer, or most engineers now use AI to code.
Software Engineer at a financial services firm with 11-50 employees
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.
Lead Engineer at Qualys
The licensing model could be simplified, especially in how they charge and track usage.
IT Soulutoin Expert at a tech vendor with 10,001+ employees
When comparing documentation, Kong's documentation is not on par with Google, Amazon, or other cloud providers.
API Technical Architect at Independent API Consultant
Token integration presents challenges and has implementation complexities that need addressing.
Solution Architect at Dhanyaayai enterprise private limited
 

Setup Cost

Enterprise buyers prefer direct vendor purchases for Kong Konnect licenses due to cloud marketplace limitations and varying pricing perceptions.
In terms of pricing, it was a little challenging to get the company to commit to the full pricing of Enterprise, but once we got there it was nice.
Software Engineer at a non-tech company with 501-1,000 employees
Pricing was the issue as it becomes very expensive due to the nature of local circumstances.
Senior Software Engineer at Netenrich
I wouldn't say that the setup cost is much more compared to using any other product.
CTO at Keogh Innovation
While the pricing model isn't very clear on how usage is tracked, the initial cost and setup for using Kong Konnect are reasonable.
IT Soulutoin Expert at a tech vendor with 10,001+ employees
 

Valuable Features

Honeycomb Enterprise offers powerful observability features with real-time data, enhancing productivity and responsiveness with cost-effective solutions and excellent support.
Kong Konnect offers centralized API management with robust analytics, enhanced security features, scalability, and improved developer productivity.
We get alerts into Slack, and they work great. We see a lot of metrics go through into Slack, and they are really useful for keeping our team focused on only seeing one place to see alerts.
Software Engineer at Invevo
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.
Customer Support Engineer at a insurance company with 10,001+ employees
Honeycomb Enterprise is designed for modern cloud native systems.
IT Analyst at cmc
The documentation is excellent, and it includes a developer portal, which helps create a common distribution channel for APIs within and outside the enterprise.
IT Soulutoin Expert at a tech vendor with 10,001+ employees
When I mention scalability, it means that when we experience peak traffic, Kong made it easy for us to scale and spawn new machines.
Lead Software Engineer at a computer software company with 51-200 employees
The security features of Kong Konnect have helped my team mainly by allowing us to use auth and JWT for applications needing external identity provider authentications, such as LDAP or other authentication providers that need to be connected to back-end applications.
Solution Architect at Dhanyaayai enterprise private limited
 

Categories and Ranking

Honeycomb Enterprise
Ranking in AI Observability
18th
Average Rating
7.4
Reviews Sentiment
5.5
Number of Reviews
11
Ranking in other categories
Application Performance Monitoring (APM) and Observability (19th), AI Code Assistants (8th)
Kong Konnect
Ranking in AI Observability
14th
Average Rating
8.6
Reviews Sentiment
6.9
Number of Reviews
9
Ranking in other categories
API Management (13th)
 

Mindshare comparison

As of July 2026, in the AI Observability category, the mindshare of Honeycomb Enterprise is 1.1%, down from 4.2% compared to the previous year. The mindshare of Kong Konnect is 0.6%. It is calculated based on PeerSpot user engagement data.
AI Observability Mindshare Distribution
ProductMindshare (%)
Kong Konnect0.6%
Honeycomb Enterprise1.1%
Other98.3%
AI Observability
 

Featured Reviews

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.
AK
CTO at Keogh Innovation
Centralizes API and AI control planes and has enabled federated self-service for many teams
The whole area of API and AI management is quite complex, with so many different ways of being able to do things. I think a positive of Kong is that it's so configurable and extendable, but that is also a con because there are so many ways of achieving the same thing that I think often people are either confused or struggle to get going as to how to solve a particular problem. In my mind, a more opinionated deployment of Kong itself or even how to solve certain use cases would be something I would like to see, so a more opinionated use of their products and configuration of their products on how to solve the most common use cases. That's probably the main thing about needed improvements for Kong Konnect. It's a pretty fully-fledged platform; there obviously are portions of it that could be improved. But I think overall as a platform, it's really good, and I think it can help the majority of organizations looking to manage their throughput of APIs or AI traffic. The majority of what I've said before probably covers the improvements needed for Kong Konnect. There probably are some API Ops and AI Ops changes that could be improved, which is not necessarily the Kong Konnect product, but some of the toolchains around it. I'm thinking around, especially if it's API Ops, about topics like better GitOps processes and the ways of being able to roll back changes when there are issues. At the moment, a lot of that is either non-existent or is hand-cranked. I would like to see the ability to roll back configurations when there are issues being added to the product.
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Top Industries

By visitors reading reviews
Financial Services Firm
12%
Computer Software Company
11%
Manufacturing Company
9%
Comms Service Provider
9%
Financial Services Firm
15%
Outsourcing Company
13%
Manufacturing Company
13%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise1
Large Enterprise8
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise2
Large Enterprise3
 

Questions from the Community

What needs improvement with Honeycomb.io?
If any particular issue is going to take half an hour for root cause analysis, by just getting the error code, particular HTTP status codes or response error messages, we can pinpoint the issues wi...
What is your primary use case for Honeycomb.io?
I was using Honeycomb Enterprise for checking the logs and for application purposes when we were trying to find bugs and errors in a particular application. We used Honeycomb Enterprise for HTTP st...
What advice do you have for others considering Honeycomb.io?
I have read about Honeycomb Enterprise's query engine and the visualization part, which is very interesting. However, those decisions were made by the top leads, so I am not part of that decision. ...
What is your experience regarding pricing and costs for Kong Konnect?
The processing of the license for Kong Konnect is normally handled by procurement, so in large enterprises, that's not something I've had to deal with, so I can't really comment on that at all. Set...
What needs improvement with Kong Konnect?
The whole area of API and AI management is quite complex, with so many different ways of being able to do things. I think a positive of Kong is that it's so configurable and extendable, but that is...
What is your primary use case for Kong Konnect?
My main use case for Kong Konnect, at least with the clients that I work with, is to create a centralized single pane of glass for all of their control planes, whether it be for their API gateways ...
 

Also Known As

Grit
No data available
 

Overview

 

Sample Customers

Clover Health, Eaze, Intercom, Fender
Information Not Available
Find out what your peers are saying about Honeycomb Enterprise vs. Kong Konnect and other solutions. Updated: June 2026.
902,894 professionals have used our research since 2012.