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Calico Cloud vs Groundcover Observability Platform comparison

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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
22nd
Average Rating
7.8
Reviews Sentiment
6.5
Number of Reviews
5
Ranking in other categories
Container Security (28th), Cloud-Native Application Protection Platforms (CNAPP) (19th)
Groundcover Observability P...
Ranking in AI Observability
27th
Average Rating
8.6
Reviews Sentiment
4.3
Number of Reviews
4
Ranking in other categories
Application Performance Monitoring (APM) and Observability (44th), Log Management (37th)
 

Mindshare comparison

As of October 2026, in the AI Observability category, the mindshare of Calico Cloud is 0.6%, up from 0.2% 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 (%)
Calico Cloud0.6%
Groundcover Observability Platform0.7%
Other98.7%
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.
EO
Software Engineer at FairMoney
Centralized observability has improved transaction monitoring and now reduces errors through faster troubleshooting
Groundcover Observability Platform is already very vast, and improving it requires proper training for even a software developer to be able to use it. A person in tech needs training to navigate the system. The UI is better, but it can be improved to include a more intuitive design that easily explains itself to users so that navigation is simpler. Many features are hidden, and you need someone who is experienced with the platform to direct you on how to view certain information or complete specific tasks and walk you through the process. It would be better if Groundcover focused more on simplifying the user interface and improving human-computer interactions of the dashboard to make it so easy for a new developer or specialist to navigate and get what they need quickly. Querying data from Groundcover is not easy if you do not have specific information. You cannot perform a wildcard search in the text box. If you go to the log and enter an error message, it will not bring any results for you. You must first specify the workload or pods you are looking for, then enter the error. You need to add tags and put in your strings to be able to search for your particular logs or errors. If you just put a wildcard search in the text box, it will not work and will appear as if there are no logs that relate to that search, when in reality the logs exist. Making it easier for developers, users, and specialists using Groundcover to navigate and get what they need without the help of an experienced person walking them through is very important. This improvement is not about functionality but more about making navigation easier.

Quotes from Members

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

Pros

"The number one standout feature is the multi-cloud hybrid workload support, as the fact that Calico Cloud is not strictly bound to Kubernetes pods but can also utilize bare metal or virtual machines means it offers a unified control plane and allows for a single security policy to be applied and for traffic flow to be observed between VM-based databases and containerized applications running in Kubernetes, which is amazing for increasingly popular hybrid workloads."
"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."
"Calico Cloud has positively impacted my organization, especially on the security front, as it helped us anticipate security threats."
"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 had a positive impact on our organization by improving both our Kubernetes security posture and operational efficiency."
"Groundcover Observability Platform has positively impacted my organization by allowing me to pay only for what I use since it is stored in the cloud, and I do not need to pay for buckets of 1 gigabyte, 5 gigabytes, or other options."
"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 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."
"Troubleshooting is very fast compared to manual investigation or using the other forms of logging that we used to have, and downtime and errors have decreased because we are able to see our performance and workload pods performing better, increase CPU and memory resources as soon as usage goes above the threshold, and make our application more scalable and improve performance metrics, reducing the number of errors in the application by at least 70%."
"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."
 

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."
"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."
"Another issue is the resource footprint because Calico Cloud is an all-inclusive networking solution with many daemons running inside the cluster, putting a noticeable load on the Kubernetes API server in large clusters."
"Calico Cloud is a very good product with well-defined usage. I would appreciate seeing more improvement on real-time analysis capabilities."
"Querying data from Groundcover is not easy if you do not have specific information."
"I would appreciate the ability to eliminate incident.io and have all the alerting in one place."
"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
34%
Financial Services Firm
8%
Comms Service Provider
8%
Recreational Facilities/Services 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?
I think there are a couple of issues with Calico Cloud, at least during the first time I used it more intensively. One issue is about IP cable scaling bottlenecks. By default, Calico Cloud uses sta...
What is your primary use case for Calico Cloud?
My main use case for Calico Cloud was primarily cloud network security. An unfortunate aspect of cloud architecture is that many cloud architects believe networking is somehow already handled or th...
What needs improvement with Groundcover Observability Platform?
Groundcover Observability Platform is already very vast, and improving it requires proper training for even a software developer to be able to use it. A person in tech needs training to navigate th...
What is your primary use case for Groundcover Observability Platform?
My main use case for Groundcover Observability Platform is for application logs, insights, workload observability, and visibility.
What advice do you have for others considering Groundcover Observability Platform?
Groundcover Observability Platform is a good platform and very good to use. I would rate this review as highly positive.
 

Overview

Find out what your peers are saying about Calico Cloud vs. Groundcover Observability Platform and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.