Docker vs Harness

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

The short answer

Docker is the stronger AI pick in CI/CD: it has a visibility score of 17.2 versus 12.3 for Harness, and ranks ahead in 43% of the answers that name both.

Choose Docker if…

You want the brand AI engines rank higher (17.2 vs 12.3)
You need SOC 2 Type 2 attestation for Docker Hub and Scout or ISO 27001 certification or ISO 27701 certified privacy program coverage
Per seat pricing suits your budget better than flat tiers
Broad support for Docker and Kubernetes workflows

Choose Harness if…

AI answers describe it more positively (52% vs 6% positive)
You need SOC 1 Type II or SOC 2 Type II or ISO 27001 or ISO 27017 or ISO 27018 or FedRAMP 20x Class A or GDPR coverage
You prefer a larger, established vendor (1,001–5,000 employees)
Flat tiers pricing suits your budget better than per seat

AI visibility side by side

Latest weekly run · Nov 3

Metric	Docker	Harness
Visibility score	17.2%	12.3%
Change vs last week	New	New
Rank in CI/CD	#7	#11
Share of voice	4.5%	3.7%
Mentions this run	27	23
Positive in AI answers	6%	52%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

Docker leads on 2 of 3 engines

ChatGPT

22.8%

16.9%

AI Mode

18.3%

6.1%

Perplexity

10.6%

13.9%

DockerHarness

Head to head in AI answers

7 engine answers name both brands

3Docker ranked higher

4Harness ranked higher

Prompt	Engine	Docker	Harness
How do I choose a CI/CD tool for a mid-market team?	Perplexity	#9	#13
What features matter most in a CI/CD tool?	ChatGPT	#4	#13
What are the best CI/CD tools in 2026?	ChatGPT	#8	#5
Top CI/CD tool options for B2B SaaS companies	ChatGPT	#9	#5
Top CI/CD tool options for B2B SaaS companies	Perplexity	#8	#5
Compare the leading CI/CD platforms	ChatGPT	#10	#7
Alternatives to the most popular CI/CD tool	ChatGPT	#6	#10

Features, pricing & fit

Dimension	Docker	Harness
Pricing model	Per seat	Flat tiers
Entry price	Free; paid from $11 per seat / mo	Contact sales
Free plan	Yes	Yes
Deployment	Local and Docker-managed cloud	Harness platform with a Harness Delegate that runs inside the customer's VPC or cluster; a self-managed platform is available as an Enterprise add-on.
Integrations	—	40+
Compliance	SOC 2 Type 2 attestation for Docker Hub and Scout, ISO 27001 certification, ISO 27701 certified privacy program	SOC 1 Type II, SOC 2 Type II, ISO 27001, ISO 27017, ISO 27018, FedRAMP 20x Class A, GDPR
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	Standard support with a dedicated customer success manager (Essentials), Premier support and dedicated account manager (Enterprise), Community support (Free plan), Professional Services as an add-on
Founded	2013	2017
Headquarters	San Francisco, California, United States	San Francisco, California, United States
Employees	501–1,000	1,001–5,000
Funding	Funding round	Series E · $570M raised
Best for	Individual developers, growing teams and large enterprises that run AI coding agents and need security teams to govern them	Enterprise engineering and platform teams that want CI, CD, security and cost controls on one governed platform.