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Calico Cloud vs Groundcover Observability Platform 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

Calico Cloud
Ranking in AI Observability
30th
Average Rating
7.8
Reviews Sentiment
7.6
Number of Reviews
4
Ranking in other categories
Container Security (36th), Cloud-Native Application Protection Platforms (CNAPP) (21st)
Groundcover Observability P...
Ranking in AI Observability
27th
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
2
Ranking in other categories
Application Performance Monitoring (APM) and Observability (47th), Log Management (41st)
 

Mindshare comparison

As of July 2026, in the AI Observability category, the mindshare of Calico Cloud is 0.5%, up from 0.1% compared to the previous year. The mindshare of Groundcover Observability Platform is 0.7%, up from 0.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Observability Mindshare Distribution
ProductMindshare (%)
Groundcover Observability Platform0.7%
Calico Cloud0.5%
Other98.8%
AI Observability
 

Featured Reviews

Olakunle Obasoro - PeerSpot reviewer
DevOps Engineer at Exponential Craft
Security posture has become visible and container risks are managed proactively
Regarding improvements for Calico Cloud, there is a need to build agentic security systems. I believe Calico Cloud is progressing towards this, and I believe they can enhance their teaching methods to facilitate adoption. Documentation needs continuous improvement. It is good and easy to read, but it can get better. Having a searchable summary feature, such as a chatbot, could help users quickly resolve issues without having to read extensive documentation. At the moment, I do not believe there are more improvements needed, but as mentioned earlier, there should be a focus on better documentation, possibly by embedding chatbot features that could respond to user prompts effectively.
Amir Baum - PeerSpot reviewer
Full Stack Developer at Augury Inc.
Monitoring microservices has become streamlined and custom dashboards provide clear bug insights
I cannot think of something specific regarding improvements for Groundcover Observability Platform as it is quite effective, especially compared to my previous experience with a Rapid7 platform, which was considerably worse. I think it would be beneficial to see the body and content of API calls in the traces as a possible improvement.

Quotes from Members

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

Pros

"Calico Cloud has positively impacted my organization by improving the security of deployed applications while having greater control and visibility over communication between the different microservices."
"Calico Cloud has positively impacted my organization, especially on the security front, as it helped us anticipate security threats."
"Calico Cloud has had a positive impact on our organization by improving both our Kubernetes security posture and operational efficiency."
"The impact of Calico Cloud is that we were able to achieve a more secure understanding of our security posture, access our containers knowing full well that all policies set were followed through, and see visually how everything was interconnected, which has impacted our business positively."
"We switched to Groundcover Observability Platform primarily because of the difficult query syntax in our previous solution, and we chose Groundcover for their business model as they don't charge based on log storage, they provide the infrastructure, and from a security perspective, the data stays in-house, which wasn't the case with our previous tool."
"Groundcover Observability Platform has impacted my organization positively as it is the primary way we use observability in our company, so it has a significant impact."
"Groundcover Observability Platform scales effectively with our organization's growth as we add new environments and everything works great, and the migration from our old product went very smoothly, allowing us to deprecate it rather quickly."
 

Cons

"I think Calico Cloud could be improved by being a bit cheaper."
"The integration process of Calico Cloud with existing systems has its challenges."
"Calico Cloud is a very good product with well-defined usage. I would appreciate seeing more improvement on real-time analysis capabilities."
"They may not have all the features that their competitor Cilium has, and they are doing a portion of what Cilium does and a portion of what Istio does."
"I would assess the stability and reliability of Groundcover Observability Platform as an eight out of ten; while I haven't experienced issues personally, I am aware they occasionally encounter some challenges."
"I think it would be beneficial to see the body and content of API calls in the traces as a possible improvement."
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Top Industries

By visitors reading reviews
No data available
Construction Company
45%
Comms Service Provider
7%
Financial Services Firm
7%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Calico Cloud?
My experience with pricing, setup cost, and licensing for Calico Cloud was determined by management who evaluated the costs related to potential breaches. They decided that the cost of implementing...
What needs improvement with Calico Cloud?
Regarding improvements for Calico Cloud, there is a need to build agentic security systems. I believe Calico Cloud is progressing towards this, and I believe they can enhance their teaching methods...
What is your primary use case for Calico Cloud?
I have been using Calico Cloud between 2022 to 2024. I worked on a project focused on security and vulnerability scanning within our containers. Calico Cloud was implemented because the company wan...
What needs improvement with Groundcover Observability Platform?
I recently visited their booth and reported a bug, which they demonstrated and logged. They assured me it would be fixed by tomorrow.Regarding future versions of Groundcover Observability Platform,...
What is your primary use case for Groundcover Observability Platform?
My main use cases for Groundcover Observability Platform ( /products/groundcover-observability-platform-reviews ) are as a monitoring tool for debugging and monitoring. I use it to review logs, che...
What advice do you have for others considering Groundcover Observability Platform?
These issues with Groundcover Observability Platform are quick to fix. We have an SRE person at the company who works with them closely and uses Groundcover constantly. He creates amazing graphs, m...
 

Overview

Find out what your peers are saying about Calico Cloud vs. Groundcover Observability Platform and other solutions. Updated: June 2026.
902,894 professionals have used our research since 2012.