Augment Code vs GitLab

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

The short answer

GitLab is the stronger AI pick in AI Coding Assistants: it has a visibility score of 11.2 versus 2.2 for Augment Code, and ranks ahead in 100% of the answers that name both.

Choose Augment Code if…

You want a lower entry price ($20 vs $29)
AI answers describe it more positively (100% vs 46% positive)
You need SOC 2 Type II or ISO/IEC 42001 coverage
Flat tiers pricing suits your budget better than per seat

Choose GitLab if…

You want the brand AI engines rank higher (11.2 vs 2.2)
You want a free plan to start
You need SOC 2 Type 2 (GitLab.com and GitLab Dedicated) or ISO/IEC 27001:2022 or ISO/IEC 27017:2015 or ISO/IEC 27018:2019 or GDPR compliance or CSA Trusted Cloud Provider or FedRAMP Moderate baseline (GitLab Dedicated for Government) or GovRAMP authorized coverage
You prefer a larger, established vendor (1,001–5,000 employees)

AI visibility side by side

Latest weekly run · Nov 3

Metric	Augment Code	GitLab
Visibility score	2.2%	11.2%
Change vs last week	New	New
Rank in AI Coding Assistants	#20	#7
Share of voice	0.8%	3.1%
Mentions this run	4	15
Positive in AI answers	100%	46%

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

Visibility score trend

Weekly runs over the last 60 days

Augment Code 0pp · GitLab 0pp over 0 weekly runs.

Engine by engine

GitLab leads on 3 of 3 engines

ChatGPT

0.9%

11.3%

AI Mode

13%

Perplexity

5.7%

9.4%

Augment CodeGitLab

Head to head in AI answers

1 engine answers name both brands

0Augment Code ranked higher

1GitLab ranked higher

Prompt	Engine	Augment Code	GitLab
How do I choose an AI coding assistant for a mid-market team?	Perplexity	#6	#1

Features, pricing & fit

Dimension	Augment Code	GitLab
Pricing model	Flat tiers	Per seat
Entry price	$20 / mo	Free; paid from $29 per seat / mo
Free plan	No	Yes
Deployment	Managed cloud sandboxes, your own machines, or pools of both	GitLab.com, self-managed and GitLab Dedicated
Compliance	SOC 2 Type II, ISO/IEC 42001	SOC 2 Type 2 (GitLab.com and GitLab Dedicated), ISO/IEC 27001:2022, ISO/IEC 27017:2015, ISO/IEC 27018:2019, GDPR compliance, CSA Trusted Cloud Provider, FedRAMP Moderate baseline (GitLab Dedicated for Government), GovRAMP authorized
Support	Community support and tickets via support portal (Standard, Business), Dedicated support with full SLA (Enterprise)	Priority support with 24x5 coverage and SLAs (Premium), Upgrade Support
Founded	2022	2014
Headquarters	Palo Alto, California, United States	San Francisco, California, US
Employees	51–200	1,001–5,000
Funding	Series B · $252M raised	PIPE
Best for	Enterprises and engineering organizations running agent workflows across the software development lifecycle, from startups to the Fortune 500	Scaling development teams and enterprises that need advanced security and compliance capabilities