GitHub vs Harness

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 12.3 for Harness, and ranks ahead in 91% of the answers that name both.

Choose GitHub if…

You want the brand AI engines rank higher (83.3 vs 12.3)
You need a self-hosted or on-premises option
You need SOC 1 Type 2 or SOC 2 Type 2 or ISO/IEC 27001 or CSA STAR Level 2 or PCI DSS or FedRAMP Tailored ATO coverage
Per seat pricing suits your budget better than flat tiers

Choose Harness if…

AI answers describe it more positively (52% vs 48% 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	GitHub	Harness
Visibility score	83.3%	12.3%
Change vs last week	New	New
Rank in CI/CD	#1	#11
Share of voice	12.3%	3.7%
Mentions this run	72	23
Positive in AI answers	48%	52%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

GitHub leads on 3 of 3 engines

ChatGPT

87%

16.9%

AI Mode

92.4%

6.1%

Perplexity

70.4%

13.9%

GitHubHarness

Head to head in AI answers

23 engine answers name both brands

21GitHub ranked higher

2Harness ranked higher

Prompt	Engine	GitHub	Harness
What is a CI/CD tool and when does a company need one?	Perplexity	#1	#7
How do I choose a CI/CD tool for a mid-market team?	AI Mode	#1	#8
How do I choose a CI/CD tool for a mid-market team?	Perplexity	#1	#13
What features matter most in a CI/CD tool?	ChatGPT	#1	#13
What is the difference between a CI/CD tool and release automation?	ChatGPT	#2	#6
What are the best CI/CD tools in 2026?	ChatGPT	#1	#5
What are the best CI/CD tools in 2026?	Perplexity	#1	#9
Top CI/CD tool options for B2B SaaS companies	ChatGPT	#1	#5
Top CI/CD tool options for B2B SaaS companies	Perplexity	#1	#5
Best CI/CD tool for enterprise	ChatGPT	#2	#3
Best CI/CD tool for enterprise	Perplexity	#1	#6
Compare the leading CI/CD platforms	ChatGPT	#1	#7

Features, pricing & fit

Dimension	GitHub	Harness
Pricing model	Per seat	Flat tiers
Entry price	Free; paid from $4 per seat / mo	Contact sales
Free plan	Yes	Yes
Deployment	Cloud service (GitHub.com and GitHub Enterprise Cloud) and self-hosted GitHub Enterprise Server	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 1 Type 2, SOC 2 Type 2, ISO/IEC 27001, CSA STAR Level 2, PCI DSS, FedRAMP Tailored ATO	SOC 1 Type II, SOC 2 Type II, ISO 27001, ISO 27017, ISO 27018, FedRAMP 20x Class A, GDPR
Support	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)	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	2008	2017
Headquarters	San Francisco, California	San Francisco, California, United States
Employees	501–1,000	1,001–5,000
Funding	Round led by Sequoia Capital · $350M raised	Series E · $570M raised
Best for	Development teams, from individuals to enterprises, that build, review, and ship software on one platform.	Enterprise engineering and platform teams that want CI, CD, security and cost controls on one governed platform.