GitLab vs Kilo Code

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 5.3 for Kilo Code, and ranks ahead in 100% of the answers that name both.

Choose GitLab if…

You want the brand AI engines rank higher (11.2 vs 5.3)
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
All-in-one DevSecOps platform
Integrated security scanning

Choose Kilo Code if…

You want a lower entry price ($15 vs $29)
AI answers describe it more positively (100% vs 46% positive)
You need a self-hosted or on-premises option
Useful AI coding agent inside the IDE

AI visibility side by side

Latest weekly run · Nov 3

Metric	GitLab	Kilo Code
Visibility score	11.2%	5.3%
Change vs last week	New	New
Rank in AI Coding Assistants	#7	#17
Share of voice	3.1%	1.1%
Mentions this run	15	6
Positive in AI answers	46%	100%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

GitLab leads on 2 of 3 engines

ChatGPT

11.3%

3.7%

AI Mode

13%

Perplexity

9.4%

12.2%

GitLabKilo Code

Head to head in AI answers

1 engine answers name both brands

1GitLab ranked higher

0Kilo Code ranked higher

Prompt	Engine	GitLab	Kilo Code
How do I choose an AI coding assistant for a mid-market team?	Perplexity	#1	#4

Features, pricing & fit

Dimension	GitLab	Kilo Code
Pricing model	Per seat	Per seat
Entry price	Free; paid from $29 per seat / mo	Free; paid from $15 per seat / mo
Free plan	Yes	Yes
Deployment	GitLab.com, self-managed and GitLab Dedicated	IDE, CLI and cloud; local models supported; the open-source code can be self-hosted
Compliance	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	Priority support with 24x5 coverage and SLAs (Premium), Upgrade Support	Community support on the Individual plan, Priority support on the Teams plan, Dedicated support channels and SLA commitments on the Enterprise plan
Founded	2014	—
Headquarters	San Francisco, California, US	—
Employees	1,001–5,000	—
Funding	PIPE	Seed · $8M raised
Best for	Scaling development teams and enterprises that need advanced security and compliance capabilities	Developers and teams who want an open-source AI coding agent that works with their own model keys or local models across IDE, CLI and cloud.