Docker vs GitHub

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

GitHub is the stronger AI pick in CI/CD: it has a visibility score of 83.3 versus 17.2 for Docker, and ranks ahead in 83% of the answers that name both.

Choose Docker if…

You need SOC 2 Type 2 attestation for Docker Hub and Scout or ISO 27001 certification or ISO 27701 certified privacy program coverage
Broad support for Docker and Kubernetes workflows
Reliable for containerized, Docker-based workflows
Docker layer caching

Choose GitHub if…

You want the brand AI engines rank higher (83.3 vs 17.2)
You want a lower entry price ($4 vs $11)
AI answers describe it more positively (48% vs 6% positive)
You need a self-hosted or on-premises option

AI visibility side by side

Latest weekly run · Nov 3

Metric	Docker	GitHub
Visibility score	17.2%	83.3%
Change vs last week	New	New
Rank in CI/CD	#7	#1
Share of voice	4.5%	12.3%
Mentions this run	27	72
Positive in AI answers	6%	48%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

Docker 0pp · GitHub 0pp over 0 weekly runs.

Engine by engine

GitHub leads on 3 of 3 engines

ChatGPT

22.8%

87%

AI Mode

18.3%

92.4%

Perplexity

10.6%

70.4%

DockerGitHub

Head to head in AI answers

30 engine answers name both brands

5Docker ranked higher

25GitHub ranked higher

Prompt	Engine	Docker	GitHub
What is a CI/CD tool and when does a company need one?	AI Mode	#5	#1
How do I choose a CI/CD tool for a mid-market team?	ChatGPT	#5	#1
How do I choose a CI/CD tool for a mid-market team?	Perplexity	#9	#1
What features matter most in a CI/CD tool?	ChatGPT	#4	#1
What are common mistakes when buying a CI/CD tool?	ChatGPT	#4	#1
What are common mistakes when buying a CI/CD tool?	AI Mode	#1	#4
How do companies build, test and ship code automatically without a dedicated tool?	ChatGPT	#1	#3
How do companies build, test and ship code automatically without a dedicated tool?	AI Mode	#4	#3
What should a CI/CD tool integrate with?	ChatGPT	#4	#1
What should a CI/CD tool integrate with?	AI Mode	#4	#1
What should a CI/CD tool integrate with?	Perplexity	#5	#1
What are the best CI/CD tools in 2026?	ChatGPT	#8	#1

Features, pricing & fit

Dimension	Docker	GitHub
Pricing model	Per seat	Per seat
Entry price	Free; paid from $11 per seat / mo	Free; paid from $4 per seat / mo
Free plan	Yes	Yes
Deployment	Local and Docker-managed cloud	Cloud service (GitHub.com and GitHub Enterprise Cloud) and self-hosted GitHub Enterprise Server
Compliance	SOC 2 Type 2 attestation for Docker Hub and Scout, ISO 27001 certification, ISO 27701 certified privacy program	SOC 1 Type 2, SOC 2 Type 2, ISO/IEC 27001, CSA STAR Level 2, PCI DSS, FedRAMP Tailored ATO
Support	Community forums and Community Slack, Support tickets with 5, 2 or 1 business day response SLAs by plan, Premium Support and TAM add-on with 24x7 response	Community support (Free plan), Web-based support (Team plan), Premium support with 24/7 web and phone support and a 30-minute SLA on urgent tickets (Enterprise)
Founded	2013	2008
Headquarters	San Francisco, California, United States	San Francisco, California
Employees	501–1,000	501–1,000
Funding	Funding round	Round led by Sequoia Capital · $350M raised
Best for	Individual developers, growing teams and large enterprises that run AI coding agents and need security teams to govern them	Development teams, from individuals to enterprises, that build, review, and ship software on one platform.