DeepSourceYour green light to ship with confidence.
vs
GitLabSpeed with control for agentic software engineering
Comparison · AI Coding Assistants · weekly run Nov 3
DeepSource 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 0 for DeepSource.
Choose DeepSource if…
- You want a lower entry price ($24 vs $29)
- You need a self-hosted or on-premises option
- You need SOC 2 Type II or GDPR coverage
Choose GitLab if…
- You want the brand AI engines rank higher (11.2 vs 0)
- 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
AI visibility side by side
Latest weekly run · Nov 3
| Metric | DeepSource | GitLab |
|---|---|---|
| Visibility score | 0% | 11.2% |
| Change vs last week | New | New |
| Rank in AI Coding Assistants | #40 | #7 |
| Share of voice | 0% | 3.1% |
| Mentions this run | 0 | 15 |
| Positive in AI answers | — | 46% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
DeepSource 0pp · GitLab 0pp over 0 weekly runs.
Engine by engine
GitLab leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
DeepSourceGitLab
Head to head in AI answers
0 engine answers name both brands
0DeepSource ranked higher
0GitLab ranked higher
Features, pricing & fit
| Dimension | DeepSource | GitLab |
|---|---|---|
| Pricing model | Per seat | Per seat |
| Entry price | Free; paid from $24 per seat / mo | Free; paid from $29 per seat / mo |
| Free plan | Yes | Yes |
| Deployment | Cloud; self-hosted deployment available on the Enterprise plan | GitLab.com, self-managed and GitLab Dedicated |
| Compliance | SOC 2 Type II, GDPR | 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 on the Team plan, Priority support with SLA on the Enterprise plan, Dedicated account manager on the Enterprise plan | Priority support with 24x5 coverage and SLAs (Premium), Upgrade Support |
| Founded | 2018 | 2014 |
| Headquarters | — | San Francisco, California, US |
| Employees | — | 1,001–5,000 |
| Funding | Pre-seed | PIPE |
| Best for | Engineering teams, from startups to Fortune 500s, that want code review on pull requests covering security and code quality. | Scaling development teams and enterprises that need advanced security and compliance capabilities |
Plans side by side
DeepSource
Open SourceCustom
Team$24user/month, billed yearly
EnterpriseCustomcustom pricing
GitLab
Free$0per user/month
Premium$29per user/month, billed annually
UltimateCustomcustom pricing, contact sales
GitLab DedicatedCustomcontact sales
GitLab Dedicated for GovernmentCustomcontact sales
Pros and cons
Themes from the AI answers that mention each brand
DeepSource
Profile in progress.
GitLab
- All-in-one DevSecOps platform
- Integrated security scanning
- Robust built-in CI/CD pipelines
- Free tier for individuals and open-source projects
- High adoption and user ratings
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “DeepSource vs GitLab”, https://slateindex.ai/compare/deepsource-vs-gitlab, data of Nov 3, 2026. Licence: CC BY 4.0.