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Docker vs Glean 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

Docker
Ranking in AI Software Development
3rd
Average Rating
8.6
Reviews Sentiment
7.1
Number of Reviews
56
Ranking in other categories
Development Platforms (1st), Container Management (4th), Software Supply Chain Security (1st)
Glean Platform
Ranking in AI Software Development
36th
Average Rating
8.4
Number of Reviews
11
Ranking in other categories
Indexing and Search (6th), Search as a Service (8th), AI-Agent Builders (7th), AI Customer Support (4th)
 

Mindshare comparison

As of March 2026, in the AI Software Development category, the mindshare of Docker is 0.5%. The mindshare of Glean Platform is 0.5%. It is calculated based on PeerSpot user engagement data.
AI Software Development Mindshare Distribution
ProductMindshare (%)
Docker0.5%
Glean Platform0.5%
Other99.0%
AI Software Development
 

Featured Reviews

PB
Senior Cloud Engineer - AWS at Bytedance
Time-saving deployment with seamless virtualization for diverse environments
I used Docker to Dockerize Java code. We had a code base, and I needed to create a Docker image from it so that it could be deployed. At the time, we used Docker Compose, which is somewhat similar to Kubernetes Docker allows virtualization at a higher level without the need for a host machine.…
Ananya Bl - PeerSpot reviewer
Data Analyst at Capgemini
Daily orchestration of complex ai workflows has boosted my research and automation capabilities
Orchestration primarily decides which agent handles which part of a task and manages errors, retries, and complete state while maintaining the workflow effectively. On the orchestration side, branching, looping, and human approvals support non-linear workflows in production environments with real-time access. Through refined and improved prompts, this helps in closing the loop with actual users. One unique feature that stood out is that every step in the workflow can pause or recover from failures. Instead of finishing the entire agent in one go, this approach is interesting because if there is a minor change in a previously completed step regarding the state, I can re-edit and restart from the beginning. This is truly impressive.

Quotes from Members

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

Pros

"Docker is easy to understand and follow, and it provides good scalability to the application."
"There are ways of using Docker where you have absolutely no dependencies on the environment that you work in. This allows us to deploy Docker anywhere anytime and this has been most valuable."
"The most valuable feature of Docker is automation. When I deploy the solution I am confident it will work anywhere. It is reliable and easy to use."
"The most valuable features of Docker are its security, detailed documentation, and ease of use, and the Docker Swarm is not as complex as Kubernetes."
"From a business perspective, Docker is the de facto standard, and it's going to cost you less to use it than to try to find an alternative unless there's something that Docker can't do."
"Containerization is the most valuable feature. I can communicate to the Docker containers using other containers."
"The stability is excellent."
"Docker has relieved a lot of the pressure, including the fact that I no longer have to provide everything from scratch."
"Glean Platform offers excellent user interface design and integration capabilities with other platforms."
"When I searched for internal information spread across different systems, Glean Platform did centralize and retrieve that data for me effectively, giving me eighty percent accuracy."
"The best features Glean Platform offers are mostly the view, which I think is very good, and what I find most helpful about the view is that the user interface is very good, making it very easy to chat with the chatbot and get all the material that I want in the way that I need it."
"I have used many solutions, but Glean Platform is the best, and I would truly appreciate it if everyone considers this platform."
"Glean Platform has positively impacted my organization by speeding up a lot of repetitive tasks and making it easier for people outside of support to understand what kind of issues impact the support groups."
"Glean Platform has increased productivity by at least one hundred hours per week for my organization."
"Glean Platform has positively impacted our organization, especially in terms of productivity for both us and our customers."
"Productivity has really skyrocketed."
 

Cons

"I think Docker can improve as it relates to overall stability."
"The product does not have an extensive documentation. The tool does not have good scenarios. We have to go through the GitHub repository and investigate similar scenarios. Also, if you are copying multiple things, then you can jeopardize the copy number. The copying aspect also lacks a UI part. We also need to limit the memory."
"Docker can improve the integration with Microsoft Windows. It does not support native installations."
"We are facing multiple issues with the solution's stability."
"Deployment could be quicker."
"If you install Docker on a host, it creates its own firewalls. It can become an issue."
"There may not be much room for improvement with Docker as it has greatly evolved. However, one area that could be improved upon is the documentation on their website which was once easy to follow but has become quite terrible with numerous versions being released. As an example, the installation process for Docker now requires more than just a one-line command, causing inconvenience. Additionally, based on my experience as a college instructor, teaching students to install Docker was a difficult task due to the lack of straightforward and easy-to-follow documentation. Docker should focus on improving their documentation to make it more user-friendly for all."
"Docker needs to improve its pricing."
"There are multiple ways in which Glean Platform can be improved."
"Sometimes Glean Platform gets slowed down."
"I chose seven out of ten because if I could upload PDFs and have them analyzed, or have it integrate with my Gmail and help me go through my emails, that would be very useful, but I do not think it does that."
"My experience with pricing, setup cost, and licensing for Glean Platform reveals limited options, and I wish there was more customization available."
"My experience with pricing, setup cost, and licensing is that the licenses were expensive, and it was hard to convince the company to adopt based on that."
"Currently, Glean Platform does not integrate with Teams, Microsoft-owned platforms."
"Also, the latency that the platform offers is a little high right now; what I have noticed is that on a particular query, the user has to wait a long time in order to get responses."
"I tried pulling in an architecture diagram of a workflow, and it pulled in some other image instead."
 

Pricing and Cost Advice

"Pricing is based on the number of users."
"The solution is an open-source technology and not a commercial product. However, you will have to pay sometimes. The tool's pricing depends on the vendor."
"Docker has made some changes and there is an enterprise version that is affordable."
"There is a license needed to use Docker."
"Regarding pricing, we primarily use AWS for our deployments since we have funding for it. We don't spend much on Docker-specific services, just the containerization product. Docker Hub isn't particularly expensive either, so overall, the pricing is pretty reasonable."
"The product is not expensive."
"Docker is open source. To use a Docker enterprise model, we would need to pay for it."
"Docker is a free-to-use solution. However, Docker Enterprise is not free."
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Top Industries

By visitors reading reviews
Manufacturing Company
15%
Financial Services Firm
9%
University
7%
Construction Company
7%
Financial Services Firm
19%
Computer Software Company
9%
Manufacturing Company
9%
Outsourcing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business22
Midsize Enterprise4
Large Enterprise35
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise8
 

Questions from the Community

What is your experience regarding pricing and costs for Docker?
The setup cost has balanced out, and I find Docker's pricing reasonable. Docker Engine is free and open source for Linux, and Docker Desktop is free for individual developers and small teams, but a...
What needs improvement with Docker?
As Docker is already a very mature tool, there are areas where it can be improved based on real-world usage. One area I consider is the Windows container experience. The pain point here is that Win...
What is your primary use case for Docker?
My main use case for Docker is to package applications into consistent, portable containers and use those images across CI/CD and production environments. I containerize applications so they can ru...
What is your experience regarding pricing and costs for Glean Platform?
My experience with pricing, setup cost, and licensing has been pretty smooth actually, with no issues.
What needs improvement with Glean Platform?
I don't have any complaints with Glean Platform actually. I can't think of anything right now regarding needed improvements, even small things. I rate it a nine because sometimes it's difficult to ...
What is your primary use case for Glean Platform?
My main use case for Glean Platform is consolidating marketing materials, as I work in DevOps Sales Ops. I set up this platform for the sales team to review material that might be useful for talkin...
 

Comparisons

 

Also Known As

No data available
Glean Work AI Platform
 

Overview

Find out what your peers are saying about Docker vs. Glean Platform and other solutions. Updated: March 2026.
885,311 professionals have used our research since 2012.