CodacyCode Quality & Security for AI-Assisted Engineering
vs
GitLabSpeed with control for agentic software engineering
Comparison · AI Coding Assistants · weekly run Nov 3
Codacy 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 0.4 for Codacy.
Choose Codacy if…
- You want a lower entry price ($18 vs $29)
- You need SOC 2 Type 2 (cloud infrastructure) coverage
Choose GitLab if…
- You want the brand AI engines rank higher (11.2 vs 0.4)
- AI answers describe it more positively (46% vs 0% positive)
- 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)
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Codacy | GitLab |
|---|---|---|
| Visibility score | 0.4% | 11.2% |
| Change vs last week | New | New |
| Rank in AI Coding Assistants | #35 | #7 |
| Share of voice | 0.2% | 3.1% |
| Mentions this run | 1 | 15 |
| Positive in AI answers | 0% | 46% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Codacy 0pp · GitLab 0pp over 0 weekly runs.
Engine by engine
GitLab leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
CodacyGitLab
Head to head in AI answers
0 engine answers name both brands
0Codacy ranked higher
0GitLab ranked higher
Features, pricing & fit
| Dimension | Codacy | GitLab |
|---|---|---|
| Pricing model | Per seat | Per seat |
| Entry price | Free; paid from $18 per seat / mo | Free; paid from $29 per seat / mo |
| Free plan | Yes | Yes |
| Deployment | Cloud-hosted | GitLab.com, self-managed and GitLab Dedicated |
| Compliance | SOC 2 Type 2 (cloud infrastructure) | 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 | Standard support via email and in-app chat, Priority support via screen sharing and video chat, Dedicated Customer Success Manager and Solutions Engineer on Business plan | Priority support with 24x5 coverage and SLAs (Premium), Upgrade Support |
| Founded | 2012 | 2014 |
| Headquarters | Lisbon, Portugal | San Francisco, California, US |
| Employees | 51–200 | 1,001–5,000 |
| Funding | Series B · $28M raised | PIPE |
| Best for | Fast-paced engineering teams building fast-growing codebases | Scaling development teams and enterprises that need advanced security and compliance capabilities |
Plans side by side
Codacy
Developer$0per dev/mth, free forever
Team$18per dev/mth, yearly billing (from $21 monthly)
BusinessCustomcustom, per dev/mth, billed annually
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
Codacy
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, “Codacy vs GitLab”, https://slateindex.ai/compare/codacy-vs-gitlab, data of Nov 3, 2026. Licence: CC BY 4.0.