GitLabSpeed with control for agentic software engineering
vs
TabbyOpensource, self-hosted AI coding assistant
Comparison · AI Coding Assistants · weekly run Nov 3
GitLab vs Tabby
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 0.3 for Tabby.
Choose GitLab if…
- You want the brand AI engines rank higher (11.2 vs 0.3)
- 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
- You prefer a larger, established vendor (1,001–5,000 employees)
- All-in-one DevSecOps platform
Choose Tabby if…
- You want a lower entry price ($19 vs $29)
- AI answers describe it more positively (100% vs 46% positive)
- You need a self-hosted or on-premises option
- privacy and self-hosting
AI visibility side by side
Latest weekly run · Nov 3
| Metric | GitLab | Tabby |
|---|---|---|
| Visibility score | 11.2% | 0.3% |
| Change vs last week | New | New |
| Rank in AI Coding Assistants | #7 | #36 |
| Share of voice | 3.1% | 0.2% |
| Mentions this run | 15 | 1 |
| 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 · Tabby 0pp over 0 weekly runs.
Engine by engine
GitLab leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
GitLabTabby
Head to head in AI answers
0 engine answers name both brands
0GitLab ranked higher
0Tabby ranked higher
Features, pricing & fit
| Dimension | GitLab | Tabby |
|---|---|---|
| Pricing model | Per seat | Per seat |
| Entry price | Free; paid from $29 per seat / mo | Free; paid from $19 per seat / mo |
| Free plan | Yes | Yes |
| Deployment | GitLab.com, self-managed and GitLab Dedicated | Self-hosted on-premises or in the cloud, with no external DBMS or cloud services required |
| 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 Slack, Email support, Dedicated Slack channel |
| Founded | 2014 | 2023 |
| Headquarters | San Francisco, California, US | San Francisco, California, United States |
| Employees | 1,001–5,000 | 11–50 |
| Funding | PIPE | Seed · $7M raised |
| Best for | Scaling development teams and enterprises that need advanced security and compliance capabilities | Developers and teams who want a self-hosted, open-source alternative to GitHub Copilot and need to keep control of their code and infrastructure. |
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
Tabby
Community$0per month, free open source
Team$19per seat per month
EnterpriseCustomcustom, billed annually
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
Tabby
- privacy and self-hosting
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “GitLab vs Tabby”, https://slateindex.ai/compare/gitlab-vs-tabby, data of Nov 3, 2026. Licence: CC BY 4.0.