GitLab
Complete DevOps platform, delivered as a single application.
Second
AI-Powered Codebase Maintenance
Updated February 2026
| GitLab | Second | |
|---|---|---|
| Rating | 5.0★ | 5.0★ |
| Reviews | 10 | 4 |
| Pros | 13 | 9 |
| FactScore™ | 52.1 | 34.9 |
FactScore™ Comparison
FactScore™ weighs both quality (rating) and popularity (reviews) for a fairer ranking than stars alone.
Pros & Cons
Only in GitLab — Pros
Integrated CI/CD pipelines DevOps platform Self-hosting Version control Automation Collaboration Error and bug tracking Free tier Integrations and plugins Kubernetes integration Package and container registries Project management tools Wiki functionBoth tools — Pros
—Only in Second — Pros
Time saving Automated codebase maintenance Codebase migrations Easy to navigate Developer friendly Efficient migration Learning tool Non-technical user friendly Smooth deploymentOnly in GitLab — Cons
Complex interface for beginnersBoth tools — Cons
—Only in Second — Cons
GitHub integrationDetails
| GitLab | Second | |
|---|---|---|
| Categories | Project management software, Git clients | Git clients, AI Coding Agents, Code Review Tools, AI Infrastructure Tools |
| Platforms | Web | Web |
| Became Popular | January 31, 2015 | March 9, 2023 |
| Website | about.gitlab.com | www.second.dev |
Who Should Pick Which?
Choose GitLab if...
- Integrated CI/CD pipelines
- DevOps platform
- Self-hosting
Choose Second if...
- Time saving
- Automated codebase maintenance
- Codebase migrations
With a FactScore™ of 52.1 vs 34.9, GitLab leads in community reception. GitLab uniquely offers Integrated CI/CD pipelines and DevOps platform, while Second stands out for Time saving and Automated codebase maintenance.
What Users Say
GitLab
## Overview So, we've been using GitLab for our development projects and it's been pretty awesome so far. We'd definitely recommend it to other teams and organizations who want a reliable and effic...
A sincere thank you to the GitLab team for providing such a comprehensive DevOps platform. GitLab's integrated CI/CD pipelines, version control, and project management tools have streamlined our de...
Our entire dev cycle runs through GitLab — from repos and merge requests to CI/CD. It’s stable, flexible, and keeps our team workflow smooth and centralized.
Second
Code migrations are such a pain, As an Engineering Manager at LambdaSchool, I often came across code migrations. No one wanted to work on these projects and they often took too much time to complet...
This is so helpful, I am not even going to lie but this came out in the perfect time for me and my team! Though, it would be nice if a GitHub sign-up / sign-in was given but other than that, this i...
It made deploying the very first version of my app as smooth as butter. It's a great starting point, and in this current hype cycle of "AI agents", it's actually one of the legit ones.
Related Comparisons
Frequently Asked Questions
Which is better, GitLab or Second?
Based on FactScore™, GitLab leads with a score of 52.1 vs 34.9. GitLab has a higher rating of 5.0★ compared to 5.0★.
What are the pros of GitLab compared to Second?
GitLab uniquely offers: Integrated CI/CD pipelines, DevOps platform, Self-hosting, Version control, Automation.
What are the pros of Second compared to GitLab?
Second uniquely offers: Time saving, Automated codebase maintenance, Codebase migrations, Easy to navigate, Developer friendly.
Is GitLab better rated than Second?
GitLab is rated 5.0★ from 10 reviews. Second is rated 5.0★ from 4 reviews.
What is the FactScore™ of GitLab and Second?
FactScore™ weighs rating and review volume together. GitLab scores 52.1 and Second scores 34.9.
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