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Docker vs Rancher Labs comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 13, 2024

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
8.0
Docker offers cost savings by enhancing efficiency, reducing complexity, and enabling faster deployment with consistent environments and smaller hardware.
Sentiment score
8.5
Rancher Labs provides efficient open-source solutions like OpenShift with significant cost savings and an eight out of ten rating.
 

Customer Service

Sentiment score
4.1
Docker's customer service is praised for documentation, though many use community resources; support averages 7-8/10 in ratings.
Sentiment score
7.8
Rancher Labs' customer service and technical support are praised for responsiveness, with users valuing community forums for assistance.
 

Scalability Issues

Sentiment score
7.5
Docker efficiently scales applications, especially with Kubernetes and Terraform, despite limitations in disk space and local machine scalability.
Sentiment score
7.7
Rancher Labs offers robust scalability for small to large teams, with effective deployment and minor automation improvements suggested.
Previously, only one or two applications could run on a server, but now it can handle hundreds of applications, scaling up or down as needed.
 

Stability Issues

Sentiment score
7.9
Docker is highly regarded for stability and reliability, despite minor issues with Windows compatibility and occasional resource concerns.
Sentiment score
8.7
Rancher Labs is praised for its stability and reliability, though users note complexity and upgrade challenges.
 

Room For Improvement

Docker needs improvements in stability, security, documentation, user interface, pricing, and support to enhance adoption and usability.
Rancher Labs needs improved stability, integrations, user-friendly features, enhanced security, multicloud support, and better community and development resources.
Docker is a time-tested, proven solution with industry-wide applications.
In terms of communication between services, perhaps the configuration within networks between containers could be improved.
 

Setup Cost

Docker's open-source version is free, but licensing for Enterprise users starts at $24 per user monthly, prompting alternatives.
Rancher Labs provides a cost-effective open-source container orchestration with optional paid support, seen as competitively mid-range priced.
I consider Docker's pricing to be affordable.
 

Valuable Features

Docker's key benefits are security, ease of use, portability, quick deployment, and efficient resource management with extensive features and documentation.
Rancher Labs offers user-friendly Kubernetes management, seamless integrations, and supports GitOps and virtual machine management with promising potential.
It allows the software to run on various machines without compatibility issues, saving a lot of time.
The most valuable feature is the simple containerization.
 

Categories and Ranking

Docker
Ranking in Container Management
5th
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
56
Ranking in other categories
Development Platforms (1st), Software Supply Chain Security (6th)
Rancher Labs
Ranking in Container Management
9th
Average Rating
8.4
Reviews Sentiment
7.5
Number of Reviews
14
Ranking in other categories
Data Storage for Kubernetes (2nd)
 

Mindshare comparison

As of July 2025, in the Container Management category, the mindshare of Docker is 2.6%, down from 3.8% compared to the previous year. The mindshare of Rancher Labs is 7.9%, down from 9.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Container Management
 

Featured Reviews

Gur Sannikov - PeerSpot reviewer
Offers reliability and helps to save on costs
In terms of the impact of container orchestration, I would say that though my company does not currently use a lot of containers, we plan to move to containers. I recommend others to just use the internet than ChatGPT since mostly all issues are already known and very easy to deal with so it is better to use the knowledge from the industry. In terms of the use of Docker for AI projects or workflows, I would say that my company deploys AI applications on Docker, like any other application and pipeline. The tools or practices that have proven to be the most beneficial for our company's AI initiatives are agnostic to Docker. There is nothing special in Docker, and our company just uses it to deploy applications. The value derived from the use of the product revolves around the scalability and the reliability it offers. The product helps with the cost-savings part since it saves time and money linked with the amount of engineers required to spend time on operations. I rate the solution a nine out of ten.
RyanVassallo - PeerSpot reviewer
Offers an open-source version along with a good UI
The product has multiple good features. One of the solution's good features is that it is the GitOps functionality known as Rancher fleet, which is used for continuous delivery. The tool's UI is very convenient enough to help you manage multiple clusters in the cloud or on-premises, making it a product with which you can manage different clusters and locations. The tool also has a feature that is still kind of maturing, but I think it has very good potential. This new feature is named Harvester, which is allows users to have virtual machines managed by Kubernetes engine. This is very new technology in the market. I think that Harvester needs to mature as a product, and I think that in the future, it will be very powerful. You have one tool that does many things for you.
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Top Industries

By visitors reading reviews
Computer Software Company
15%
Financial Services Firm
10%
Manufacturing Company
9%
Government
9%
Manufacturing Company
37%
Financial Services Firm
11%
Computer Software Company
11%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about Docker?
We are using Docker to host applications.
What is your experience regarding pricing and costs for Docker?
Regarding the cost, Mirantis Container Cloud is cheaper than other solutions like Red Hat. The license costs around 10,000 Indian rupees per year.
What needs improvement with Docker?
Mirantis Container Cloud should have AI integration tools, which are not available right now. These tools should assist in app scalability and deployment error handling.
What do you like most about Rancher Labs?
The tool's UI is very convenient enough to help you manage multiple clusters in the cloud or the company, making it a product with which you can manage different clusters and locations.
What is your experience regarding pricing and costs for Rancher Labs?
The cost is reasonable since it's open-source. Rancher effectively addresses container orchestration trends, especially for those with some Kubernetes knowledge.
What needs improvement with Rancher Labs?
While Rancher Labs provides some level of security, it's not considered very robust. We found it to offer basic security features, which met some of our requirements, but we also relied on other op...
 

Comparisons

 

Overview

 

Sample Customers

Information Not Available
Albert Heijn, Bell, BMC, Samsung, WindStream, Johnson & Johnson
Find out what your peers are saying about Docker vs. Rancher Labs and other solutions. Updated: June 2025.
860,592 professionals have used our research since 2012.