Jit vs GitLab: Which DevSecOps Tool Should You Use?

A practical comparison of Jit's security orchestration platform and GitLab's built-in DevSecOps suite, covering pricing, features, and migration steps.

Updated 2026-10 · 2026

Jit

Continuous security, built for developers

Freedeveloper/month (paid plans quoted on request)

Strengths

+Orchestrates multiple open-source security tools (SAST, SCA, secrets, IaC) with one config
+Minimal setup — works as a layer on top of GitHub or GitLab repos
+Developer-first UX with PR-level findings instead of a separate security dashboard

Weaknesses

-Not a source control or CI/CD platform — it layers on top of one you already have
-Smaller company and ecosystem than GitLab, so fewer integrations and community plugins
-Paid tier pricing isn't fully transparent on the public site

Best for

Dev teams on GitHub or GitLab who want automated security scanning without building and maintaining their own pipeline

GitLab

The DevSecOps platform

Freeuser/month (Premium $29, Ultimate $99)

Strengths

+All-in-one: source control, CI/CD, issue tracking, and security scanning in one product
+Built-in SAST, DAST, dependency scanning, container scanning, and secret detection (Ultimate tier)
+Self-managed option for teams that need full control of their infrastructure

Weaknesses

-Most security scanning features are locked behind the Ultimate tier at $99/user/month
-Can feel heavy and complex to configure compared to a single-purpose security tool
-Self-hosted instances require real admin/ops overhead to maintain

Best for

Teams that want to consolidate code hosting, CI/CD, and security into one platform and are willing to pay for the Ultimate tier

Feature Comparison

Feature	Jit	GitLab
Free tier available	Yes, limited team size	Yes, generous for small teams
SAST (static analysis)	Yes (orchestrated open-source tools)	Yes (Ultimate tier)
Dependency / SCA scanning	Yes	Yes (Ultimate tier)
Secret detection	Yes	Yes (Premium/Ultimate)
IaC scanning	Yes	Yes (Ultimate tier)
DAST scanning	Via orchestrated tools	Yes (Ultimate tier)
Source control hosting	No — connects to GitHub/GitLab	Yes, native
CI/CD pipelines	No — triggers via existing CI	Yes, native GitLab CI/CD
Self-hosting option	No	Yes
Project management (issues/boards)	No	Yes
Setup complexity	Low — install app, connect repo	Medium to high, especially self-managed
Pricing model	Per developer, free tier for small teams	Per user, tiered (Free/Premium/Ultimate)

The Verdict

If all you need is automated security scanning layered on top of a git host you already like, Jit is faster to set up and cheaper to start with. GitLab makes sense only if you're willing to also move your source control and CI/CD there and pay for the Ultimate tier to unlock full security scanning — otherwise you're paying for a lot of platform you won't use just to get security features.

How to switch from Jit to GitLab

1Export your historical findings from Jit's dashboard (CSV/JSON) or via the Jit API, since findings aren't retained after you disconnect the app.
2Decide which GitLab tier you need — Premium or Ultimate — based on which scanners (SAST, DAST, dependency, secret detection) your team actually relies on from Jit.
3If you're not already on GitLab for source control, migrate your repos from GitHub using GitLab's built-in repository import tool.
4Enable GitLab's security scanning features in `.gitlab-ci.yml` by adding the relevant scanner templates (e.g., SAST.gitlab-ci.yml, Dependency-Scanning.gitlab-ci.yml).
5Recreate your Slack/Jira notification rules and PR-blocking policies inside GitLab's CI/CD and merge request settings, since Jit's automation rules won't transfer automatically.
6Run both Jit and GitLab scanning in parallel for one or two sprints to confirm GitLab's findings match before fully disconnecting Jit.

Jit vs GitLab: common questions

How do I export my data from Jit before switching to GitLab?+

Jit doesn't store your source code — your repos stay on GitHub or GitLab, so there's no code to migrate. For historical findings, use Jit's dashboard export (CSV/JSON) or pull results via the Jit API before disconnecting the integration, since findings aren't retained once you deactivate the app.

What do I lose moving from Jit to GitLab's built-in security scanning?+

You lose Jit's unified, developer-friendly findings view that aggregates multiple scanners into one place with minimal config. GitLab's scanners are powerful but split across separate reports (SAST, DAST, dependency scanning), and you'll need the Ultimate tier to get feature parity, which is a significant cost jump.

Is GitLab's free tier enough for a small team's security needs?+

No — GitLab's free tier doesn't include SAST, DAST, dependency scanning, or secret detection; those require Premium or Ultimate. If security scanning is your main goal, the GitLab free tier alone won't replace what Jit's free plan offers today.

Does GitLab integrate with the same tools Jit does, like Slack and Jira?+

Yes, GitLab has native integrations for Slack, Jira, PagerDuty, and most common dev tools, generally with broader third-party support than Jit due to its larger ecosystem. You'll need to reconfigure notification rules and webhooks since Jit's integration settings don't transfer over.

Is GitLab actually cheaper than Jit long-term?+

It depends on team size and tier: GitLab's free tier has no real security scanning, so most teams needing parity with Jit will land on Premium ($29/user/month) or Ultimate ($99/user/month). For a 10-person team, that's $3,480–$11,880/year just for GitLab, which is often more than Jit's paid plans for security alone.