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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
3.8
Honeycomb Enterprise boosts efficiency, reduces complaints, enhances development focus, and accelerates issue resolution over CloudWatch, optimizing microservice management.
Sentiment score
6.3
Kong Konnect improves efficiency with reduced debugging time, enhanced API performance, faster deployments, and increased revenue with fewer resources.
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 a tech vendor with 51-200 employees
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
Problems that would previously take one or two hours to isolate were often narrowed down to 20 to 30 minutes using distributed tracing or BubbleUp.
Tech Consultant at multi ideal
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
4.6
Honeycomb Enterprise's support is mixed; praised for quick standard help but criticized for slow complex issue resolutions.
Sentiment score
7.8
Kong Konnect offers efficient, responsive customer service with rapid issue resolution and 24/7 support, praised for its global accessibility.
The support team has been knowledgeable and responsive, especially when we had questions about instrumentation, OpenTelemetry integration, or troubleshooting complex observability issues.
Tech Consultant at multi ideal
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
We have never faced an issue with Honeycomb Enterprise.
Full Stack Software Engineer at mindpathtech
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
5.9
Honeycomb Enterprise offers exceptional scalability and reliability, but costs rise significantly with increased data volume and features.
Sentiment score
7.8
Kong Konnect excels in scalable microservices, auto-scaling, and flexible cloud platform management, supporting seamless traffic control and automation.
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 a tech vendor with 51-200 employees
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
7.4
Honeycomb Enterprise is stable and reliable with minimal downtime, though occasional integration challenges and minor glitches are reported.
Sentiment score
8.0
Kong Konnect is highly stable, effectively handling API-heavy environments with reliable performance and minimal disruptions.
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
It provides logging, it provides connection with AWS, it provides connection with Docker, and machines, and local services, and mobile applications also.
Full Stack Software Engineer at mindpathtech
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

Enhancing documentation, UI, AI integration, pricing, support, and discontinuing underused features could boost Honeycomb Enterprise's effectiveness.
Kong Konnect needs enhanced debugging, clearer UI, streamlined pricing, and better CI/CD integration to improve user experience.
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

Kong Konnect's mixed user experiences stem from straightforward setup but high pricing and unclear cost structures concern enterprises.
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 provides powerful observability, real-time monitoring, and scalability, enhancing productivity with AI insights and OpenTelemetry integration.
Kong Konnect simplifies API management with seamless integration, robust security, and hybrid deployment, boosting productivity and collaboration.
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
10th
Average Rating
7.6
Reviews Sentiment
5.7
Number of Reviews
14
Ranking in other categories
Application Performance Monitoring (APM) and Observability (15th), AI Code Assistants (8th)
Kong Konnect
Ranking in AI Observability
16th
Average Rating
8.6
Reviews Sentiment
6.9
Number of Reviews
9
Ranking in other categories
API Management (13th)
 

Mindshare comparison

As of August 2026, in the AI Observability category, the mindshare of Honeycomb Enterprise is 1.0%, down from 4.3% 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 (%)
Honeycomb Enterprise1.0%
Kong Konnect0.6%
Other98.4%
AI Observability
 

Featured Reviews

EN
Tech Consultant at multi ideal
Observability has transformed how I troubleshoot microservices and reduce incident time
Overall, I have had a very good experience with Honeycomb Enterprise, but there are a few areas where it could be improved. I would like to see more out-of-the-box dashboards and templates for common Kubernetes and cloud-native workloads so that new users can get value more quickly. The learning curve can be steep, especially for engineers who are new to distributed tracing and observability concepts. Additionally, while the query capabilities are very powerful, there are times when specifying advanced query workflows could be improved to provide a better overall experience for troubleshooting and observability. Beyond what I mentioned, there are a few other areas that could also be improved. I would like to see even deeper native integration with more DevOps and ITSM tools to make it easier to connect observability data directly into incident management and operational workflows. Regarding pricing, Honeycomb Enterprise delivers strong value, but as organizations scale and generate larger volumes of telemetry, cost can become a consideration. More flexible pricing options or cost optimization features for high-volume environments would be helpful. My support experience has been generally positive, but faster turnaround time for complex technical issues and more advanced implementation guides or best practices documentation would make onboarding and troubleshooting easier. These improvements would make an already strong observability platform even more accessible and scalable for enterprise teams.
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
9%
Comms Service Provider
9%
Manufacturing Company
9%
Financial Services Firm
14%
Outsourcing Company
13%
Manufacturing Company
13%
Construction Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise1
Large Enterprise12
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise2
Large Enterprise3
 

Questions from the Community

What needs improvement with Honeycomb.io?
Overall, I have had a very good experience with Honeycomb Enterprise, but there are a few areas where it could be improved. I would like to see more out-of-the-box dashboards and templates for comm...
What is your primary use case for Honeycomb.io?
I have been using Honeycomb Enterprise for the past three years. My main use case has been troubleshooting and performing monitoring for Kubernetes-based applications and microservices.
What advice do you have for others considering Honeycomb.io?
I would say that Honeycomb Enterprise takes governance and security very seriously. I appreciate that it supports enterprise features such as role-based access control, SSO integration, and audit c...
What is your experience regarding pricing and costs for Kong Konnect?
Regarding my experience with pricing, setup cost, and licensing, I find that the pricing can be made more transparent and more helpful for enterprise integration.
What needs improvement with Kong Konnect?
I would recommend that Kong add the capability to sort the routes by name, date, or size, as the current setup does not support this. I would suggest that Kong make the routes or services appear in...
What is your primary use case for Kong Konnect?
We use Kong Konnect primarily for centralized API management, API security, Kubernetes ingress management, traffic control, observability, and governance across multiple environments. Additionally,...
 

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.
909,725 professionals have used our research since 2012.