Comparison

Dagger vs GitLab CI/CD

On the evidence we track, GitLab CI/CD leads this comparison with a composite score of 60/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Dagger54
★GitLab CI/CD60
Score
vioscaleAI score
Dagger54 / 100medium · 67%
GitLab CI/CD60 / 100medium · 66%
Pricing
Free tier
Dagger✓
GitLab CI/CD✓
Model
Daggerfreemium
GitLab CI/CDfreemium
Price level
Daggermid
GitLab CI/CDlow
Starting price
Dagger$50
GitLab CI/CD–
Transparent
Dagger✓
GitLab CI/CD✓
Integrations
Count
Dagger6
GitLab CI/CD14
Security
Disclosure policy
Dagger–
GitLab CI/CD✓
Fedramp
Dagger–
GitLab CI/CD✓
Gdpr
Dagger✓
GitLab CI/CD✓
Iso27001
Dagger–
GitLab CI/CD✓
Pci
Dagger–
GitLab CI/CD✓
Scorecard
Dagger5.1
GitLab CI/CD2.2
Soc2
Dagger✓
GitLab CI/CD✓
Trust center
Reliability
Status page
Dagger✓
GitLab CI/CD✓
Adoption
Dependent repos
Dagger17
GitLab CI/CD0
Github stars
Dagger16,339
GitLab CI/CD24,549
Activity
Commits last 30d
Dagger100
GitLab CI/CD100
Release
History
Dagger20 items
GitLab CI/CD–
License
Spdx
GitLab CI/CD–
Language
Primary
DaggerGo
GitLab CI/CDRuby
Market
Availability
Content
Faq
Dagger7 items
GitLab CI/CD6 items

Capabilities

Feature-by-feature on the axes that matter for ci/cd tools. “-” means undocumented, not absent.

Deployment
Hosting
DaggerCloud + self-hosted
GitLab CI/CDCloud + self-hosted
Self-hosted runners
Dagger✓
GitLab CI/CD✓
Core
Config-as-code pipelines
Dagger✗
GitLab CI/CD✓
Matrix / parallel builds
Dagger-
GitLab CI/CD-
Build
Container-native builds
Dagger✓
GitLab CI/CD✓
Performance
Build caching
Dagger✓
GitLab CI/CD-
Security
Secrets management
Dagger✓
GitLab CI/CD✓
Delivery
Deployment environments & approvals
Dagger✓
GitLab CI/CD✓
Ecosystem
Reusable actions / marketplace
Dagger✓
GitLab CI/CD✓

What each one is

The product in its own terms, so the numbers below have context.

Dagger

A platform for automating software delivery that enables teams to define build, test, and deployment workflows as code in multiple programming languages. Pipelines execute consistently across local machines, CI systems, and cloud infrastructure with built-in caching, tracing, and container orchestration.

Independently observed

GitLab CI/CD

Leader

An integrated platform combining source control, continuous integration/deployment, and built-in security scanning to automate the entire software delivery lifecycle with support for both cloud and self-hosted deployments.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Dagger

from $50/moHybridFree tier14-day trial

Free for individuals. $50/month for teams (up to 10 users, 2-week free trial).

  • IndividualFree
    • Pipeline visualization
    • Local and cloud execution
  • Team$50/month for up to 10 users, 2-week free trial
    • Centralized control plane
    • Pipeline telemetry and visualization
    • Distributed cache orchestration
as of verify ↗

GitLab CI/CD

Leader
SubscriptionFree tier

Free tier available. Premium and Ultimate tiers available with expanded features.

  • FreeFree
    • Source Code Management
    • CI/CD
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Dagger✗
GitLab CI/CD✓
macOS
Dagger✓
GitLab CI/CD✗
Windows
Dagger✓
GitLab CI/CD✗
Linux
Dagger✓
GitLab CI/CD✗
CLI
Dagger✓
GitLab CI/CD✓
Deployment
Cloud / SaaS
Dagger✓
GitLab CI/CD✓
Self-hosted
Dagger✓
GitLab CI/CD✓
On-premise
Dagger✗
GitLab CI/CD✓
Air-gapped
Dagger✗
GitLab CI/CD✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (2)
  • Docker
  • Kubernetes

Dagger

10 total - 8 not shared
  • GitLab CI/CD
  • GitHub
  • Terragrunt
  • Istio
  • Jaeger
  • Honeycomb
  • OpenTelemetry
  • GitLab
Independently observed

GitLab CI/CD

Leader
21 total - 19 not shared
  • AWS Marketplace
  • Google Cloud Marketplace
  • AWS
  • Google Cloud Platform
  • LDAP
  • OAuth
  • Jenkins
  • Jira
  • Slack
  • SAML
  • Anchore
  • Prisma Cloud
  • Checkmarx
  • CodeSecure
  • Fortify
  • Venafi
  • Veracode
  • Akismet
  • reCAPTCHA
Independently observed
Still deciding?

Dagger or GitLab CI/CD: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.