GitLabSpeed with control for agentic software engineering
vs
ZedThe world's fastest IDE. Open source. AI optional.
Comparison · AI Coding Assistants · weekly run Nov 3
GitLab vs Zed
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 1 for Zed.
Choose GitLab if…
- You want the brand AI engines rank higher (11.2 vs 1)
- 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 Zed if…
- You want a lower entry price ($10 vs $29)
- AI answers describe it more positively (50% vs 46% positive)
- Ideal for small teams already on GitHub
- Works with VS Code and JetBrains
AI visibility side by side
Latest weekly run · Nov 3
| Metric | GitLab | Zed |
|---|---|---|
| Visibility score | 11.2% | 1% |
| Change vs last week | New | New |
| Rank in AI Coding Assistants | #7 | #26 |
| Share of voice | 3.1% | 0.4% |
| Mentions this run | 15 | 2 |
| Positive in AI answers | 46% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
GitLab 0pp · Zed 0pp over 0 weekly runs.
Engine by engine
GitLab leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
GitLabZed
Head to head in AI answers
0 engine answers name both brands
0GitLab ranked higher
0Zed ranked higher
Features, pricing & fit
| Dimension | GitLab | Zed |
|---|---|---|
| Pricing model | Per seat | Per seat |
| Entry price | Free; paid from $29 per seat / mo | Free; paid from $10 per seat / mo |
| Free plan | Yes | Yes |
| Deployment | GitLab.com, self-managed and GitLab Dedicated | Desktop editor on Windows, macOS and Linux, with remote development over SSH, WSL and dev containers. Users can run local Ollama models, and API keys for hosted providers are kept on the local machine. |
| 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 | 2021 |
| Headquarters | San Francisco, California, US | Boulder, Colorado |
| Employees | 1,001–5,000 | 11–50 |
| Funding | PIPE | Series B · $42M raised |
| Best for | Scaling development teams and enterprises that need advanced security and compliance capabilities | Developers who want a fast editor with AI optional, and teams that need org-level control over AI features and data sharing through the Business plan. |
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
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
Zed
- Ideal for small teams already on GitHub
- Works with VS Code and JetBrains
- Heavy usage requires a paid plan upgrade
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “GitLab vs Zed”, https://slateindex.ai/compare/gitlab-vs-zed, data of Nov 3, 2026. Licence: CC BY 4.0.