GitLabSpeed with control for agentic software engineering
vs
QodoAI code review and governance for teams shipping AI-written code
Comparison · AI Coding Assistants · weekly run Nov 3
GitLab vs Qodo
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 9.4 for Qodo, and ranks ahead in 0% of the answers that name both.
Choose GitLab if…
- You want the brand AI engines rank higher (11.2 vs 9.4)
- You want a free plan to start
- 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)
Choose Qodo if…
- You need a self-hosted or on-premises option
- You need SOC 2 Type II coverage
- Usage-based pricing suits your budget better than per seat
- Strong free tooling for code review, test generation, and bug detection inside the IDE
AI visibility side by side
Latest weekly run · Nov 3
| Metric | GitLab | Qodo |
|---|---|---|
| Visibility score | 11.2% | 9.4% |
| Change vs last week | New | New |
| Rank in AI Coding Assistants | #7 | #10 |
| Share of voice | 3.1% | 3.2% |
| Mentions this run | 15 | 15 |
| Positive in AI answers | 46% | 46% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
GitLab 0pp · Qodo 0pp over 0 weekly runs.
Engine by engine
GitLab leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
GitLabQodo
Head to head in AI answers
2 engine answers name both brands
0GitLab ranked higher
2Qodo ranked higher
| Prompt | Engine | GitLab | Qodo |
|---|---|---|---|
| Top AI coding assistant options for B2B SaaS companies | ChatGPT | #10 | #8 |
| Top AI coding assistant options for B2B SaaS companies | Perplexity | #10 | #8 |
Features, pricing & fit
| Dimension | GitLab | Qodo |
|---|---|---|
| Pricing model | Per seat | Usage-based |
| Entry price | Free; paid from $29 per seat / mo | $30 / mo |
| Free plan | Yes | No · 14-day trial |
| Deployment | GitLab.com, self-managed and GitLab Dedicated | Single-tenant SaaS or on-premises |
| 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 | SOC 2 Type II |
| Support | Priority support with 24x5 coverage and SLAs (Premium), Upgrade Support | Standard support: documentation, in-product help and ticket-based response, Priority support, dedicated SLA and assigned team member on Enterprise plans |
| Founded | 2014 | — |
| Headquarters | San Francisco, California, US | New York, NY, United States |
| Employees | 1,001–5,000 | 51–200 |
| Funding | PIPE | Series B · $120M raised |
| Best for | Scaling development teams and enterprises that need advanced security and compliance capabilities | Engineering teams shipping code at the speed AI writes it and needing consistent review and governance |
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
Qodo
- Strong free tooling for code review, test generation, and bug detection inside the IDE
- Exceptional context-aware autocomplete and unit test generation on the free tier
- Automated test generation and pull request review that helps prevent breaking changes
- Offers a free trial, reportedly without a credit card
- Strong choice for review and testing controls in privacy and governance needs
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “GitLab vs Qodo”, https://slateindex.ai/compare/gitlab-vs-qodo, data of Nov 3, 2026. Licence: CC BY 4.0.