GitLabSpeed with control for agentic software engineering
vs
IBM UrbanCodeAutomates application deployment across development, test, and production environments.
Comparison · CI/CD · weekly run Nov 3
GitLab vs IBM UrbanCode
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 CI/CD: it has a visibility score of 76.8 versus 0 for IBM UrbanCode.
Choose GitLab if…
- You want the brand AI engines rank higher (76.8 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
Choose IBM UrbanCode if…
- You prefer a larger, established vendor (5,000+ employees)
AI visibility side by side
Latest weekly run · Nov 3
| Metric | GitLab | IBM UrbanCode |
|---|---|---|
| Visibility score | 76.8% | 0% |
| Change vs last week | New | New |
| Rank in CI/CD | #2 | #41 |
| Share of voice | 12.7% | 0% |
| Mentions this run | 75 | 0 |
| 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
GitLab 0pp · IBM UrbanCode 0pp over 0 weekly runs.
Engine by engine
GitLab leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
GitLabIBM UrbanCode
Head to head in AI answers
0 engine answers name both brands
0GitLab ranked higher
0IBM UrbanCode ranked higher
Features, pricing & fit
| Dimension | GitLab | IBM UrbanCode |
|---|---|---|
| Pricing model | Per seat | — |
| Entry price | Free; paid from $29 per seat / mo | — |
| Free plan | Yes | — |
| Deployment | GitLab.com, self-managed and GitLab Dedicated | On-premises or self-managed |
| 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 | — |
| Founded | 2014 | — |
| Headquarters | San Francisco, California, US | Armonk, New York |
| Employees | 1,001–5,000 | 5,000+ |
| Funding | PIPE | — |
| Best for | Scaling development teams and enterprises that need advanced security and compliance capabilities | — |
Plans side by side
GitLab
Free$0per user/month
Premium$29per user/month, billed annually
UltimateCustomcustom pricing, contact sales
GitLab DedicatedCustomcontact sales
GitLab Dedicated for GovernmentCustomcontact sales
IBM UrbanCode
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
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
IBM UrbanCode
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “GitLab vs IBM UrbanCode”, https://slateindex.ai/compare/gitlab-vs-ibm-urbancode, data of Nov 3, 2026. Licence: CC BY 4.0.