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Kong Konnect vs SuperAnnotate 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:
 

Categories and Ranking

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)
SuperAnnotate
Ranking in AI Observability
36th
Average Rating
7.6
Number of Reviews
2
Ranking in other categories
Image Recognition Software (7th)
 

Mindshare comparison

As of July 2026, in the AI Observability category, the mindshare of Kong Konnect is 0.6%. The mindshare of SuperAnnotate is 0.4%. It is calculated based on PeerSpot user engagement data.
AI Observability Mindshare Distribution
ProductMindshare (%)
Kong Konnect0.6%
SuperAnnotate0.4%
Other99.0%
AI Observability
 

Featured Reviews

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.
YB
Civil Student at BDE GTI
Collaborative audio projects have become faster and maintain high-quality transcriptions
The best features SuperAnnotate offers in my experience are especially the lateral tab on the right side, which I can use to select options depending on the task I am working on. I can easily select the classification for each audio file in my case. The transcription interface is also user-friendly, which is what makes me appreciate this platform. These features make my work easier and more efficient during my project because I am able to perform a large volume of audio transcriptions and classifications in a very short period of time, all because of the easy interface that SuperAnnotate delivers. SuperAnnotate has positively impacted my organization and team by helping to finish projects faster and improving accuracy. The freelancing project I worked on was with OpenAI Train, and I can see they have been using SuperAnnotate for a long time because of its efficiency and high accuracy rates.

Quotes from Members

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

Pros

"Kong Konnect has impacted my organization positively, particularly in enhancing security and providing a compliance dashboard for applications, making it a very positive impact on my organization."
"Technical support from Proofpoint was absolutely excellent."
"Their tech support is excellent; when I raise an incident or a support ticket, it gets answered in four hours."
"The documentation is excellent, and it includes a developer portal, which helps create a common distribution channel for APIs within and outside the enterprise."
"My advice for others looking into using Kong Konnect is to please go with it, as it is very good compared to other tools in the market, low cost, has a user-friendly interface, is easy to set up, and customer support is also very good."
"I think it's a really great tool, and I've seen a number of enterprise companies using it."
"Kong Konnect has positively impacted my organization by making our development easier and helping us push new routes to our current customers."
"Kong Konnect has positively impacted our organization by securing our APIs, which is one of the main concerns for us, and securing our APIs has benefited our organization by improving compliance and reducing incidents."
"SuperAnnotate has improved productivity and helped achieve better results in my organization."
"These features make my work easier and more efficient during my project because I am able to perform a large volume of audio transcriptions and classifications in a very short period of time, all because of the easy interface that SuperAnnotate delivers."
 

Cons

"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."
"Kong Konnect's RBAC needs to evolve more, as they currently offer only one or two levels of RBAC in terms of organization and teams."
"Kong Konnect can be improved by simplifying pricing to make it more transparent, simplifying the user experience so that non-technical people can also configure API specifications, and by supporting more enterprise plugins and third-party integrations to make it more robust."
"Kong Konnect needs improvement in the UI."
"Pricing was the issue as it becomes very expensive due to the nature of local circumstances."
"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 wish Kong Konnect could improve by having a built-in notification system whenever any APIs get pinged so that we can receive alerts and send them to the developer."
"I do not rate Kong Konnect a nine out of ten because the configuration can be complex and not beginner-friendly."
"One needed improvement is how to save each project, how to know each project has actually been saved, and to ensure that each project is secure from being manipulated by another party."
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Top Industries

By visitors reading reviews
Financial Services Firm
15%
Outsourcing Company
13%
Manufacturing Company
13%
Computer Software Company
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise2
Large Enterprise3
No data available
 

Questions from the Community

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 ...
What needs improvement with SuperAnnotate?
SuperAnnotate can be improved, but I think all the essentials are already there. For the tasks I am working on, transcription and classification for audio files, everything I needed was available. ...
What is your primary use case for SuperAnnotate?
My main use case for SuperAnnotate is transcribing children's audio transcriptions on a project that was six months long. I have worked on SuperAnnotate performing classification tasks as well as t...
What advice do you have for others considering SuperAnnotate?
In terms of collaboration, I appreciate the way the entire transcription pipeline is structured in SuperAnnotate because my project had many different phases in terms of the types of tasks that wer...
 

Overview

Find out what your peers are saying about Datadog, SentinelOne, Dynatrace and others in AI Observability. Updated: June 2026.
902,894 professionals have used our research since 2012.