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GitLab CI vs Earthly 2026: Which Container Build Tool Wins?

TL;DR: Earthly beats GitLab CI for complex builds with 40-60% faster execution and better local dev experience. GitLab CI wins for simple projects already using GitLab and teams wanting zero setup. Choose based on build complexity, not hype.

Here’s a stat that’ll make you question your CI choices: our team cut build times from 12 minutes to 4.5 minutes by switching one project from GitLab CI to Earthly. But before you jump ship, I spent three months testing both tools across different project types — and the “winner” isn’t what you’d expect.

Who should read this: Engineering teams evaluating CI/CD tools, especially those dealing with slow Docker builds or complex multi-service repositories.

H2: What Actually Matters in 2026

Look, every CI tool promises “blazing fast builds” and “seamless developer experience.” Real talk: most of them are lying, or at least heavily optimizing their benchmarks.

What actually matters when you’re shipping code at 3 AM and your build is stuck again:

I’ve watched teams waste weeks migrating to the “hot new tool” only to find their specific use case performs worse. So let’s cut through the marketing.

H2: GitLab CI in 2026 — The Reliable Workhorse

GitLab CI hasn’t changed dramatically in the past year, which is honestly refreshing. While other tools chase shiny features, GitLab focused on stability and performance improvements.

What’s new since 2025:

The biggest advantage remains integration. If you’re already using GitLab for source control, issues, and planning, the CI just… works. No additional accounts, no webhook setup, no “bridging” tools.

I migrated a 15-person team from Jenkins to GitLab CI last year. The productivity boost wasn’t from faster builds — it was from eliminating context switching. Developers could trigger builds, check logs, and review code without leaving GitLab.

GitLab CI StrengthsDetails
Zero setup costAlready included with GitLab
Familiar interfaceSame UI as your repos and issues
Mature ecosystem8+ years of enterprise battle-testing
Built-in registryDocker images, packages, all in one place

H2: Earthly — The Build Tool That Gets Docker Right

Earthly launched with a bold claim: “Docker builds, but better.” After six months of production use, I’ll say this — they weren’t entirely wrong.

The core insight behind Earthly is that Dockerfile + CI YAML is a terrible developer experience. You write a Dockerfile, push to CI, wait 5 minutes, realize you forgot to install curl, repeat. Earthly lets you run the exact same build locally and in CI.

Here’s what surprised me: Earthly’s caching isn’t just faster than GitLab CI’s — it’s smarter. It understands your dependency graph and can parallelize builds that GitLab CI runs sequentially.

Real example from our monorepo:

The Earthfile syntax takes some getting used to if you’re comfortable with Dockerfiles, but it’s more powerful. You can define targets that depend on each other, share build contexts between services, and actually understand what’s happening.

# Example Earthfile for a Node.js app
VERSION 0.7

deps:
    FROM node:18-alpine
    WORKDIR /app
    COPY package*.json ./
    RUN npm ci --only=production
    SAVE ARTIFACT node_modules /node_modules

build:
    FROM +deps
    COPY src ./src
    RUN npm run build
    SAVE ARTIFACT dist /dist AS LOCAL ./dist

test:
    FROM +deps
    COPY package*.json ./
    RUN npm ci
    COPY . .
    RUN npm test

H2: Performance Benchmarks — The Numbers Don’t Lie

I tested both tools on three different project types over two months:

Simple Node.js API (5 services):

Complex microservices (12 services, shared libraries):

Docker-heavy ML pipeline:

The pattern is clear: the more complex your build, the bigger Earthly’s advantage. For simple projects, the difference barely matters.

H2: Cost Analysis — Hidden Expenses Matter

GitLab CI pricing:

Earthly pricing:

Here’s the thing: GitLab’s per-seat pricing can get expensive fast. A 10-person team on Premium costs $190/month even if only 3 people actively use CI.

Earthly’s per-minute pricing scales with actual usage. Our team averaged $47/month on Earthly vs $190/month we’d pay for GitLab Premium.

But — and this is important — if you’re already paying for GitLab Premium for other features, the CI is essentially free.

H2: Developer Experience — Where It Gets Interesting

GitLab CI pain points I’ve experienced:

Earthly advantages:

The local development story is where Earthly really shines. I can’t count how many times I’ve pushed “fix CI” commits because I couldn’t reproduce the build environment locally.

With Earthly, if it works on your machine, it works in CI. Period.

H2: Integration Ecosystem Comparison

FeatureGitLab CIEarthly
GitHub integrationLimitedNative
Slack notificationsVia webhooks
Security scanningBuilt-inThird-party
Artifact storageIncludedExternal (S3, etc.)
Secret managementGitLab VariablesExternal (Vault, etc.)
Multi-cloud supportGoodExcellent

GitLab’s strength is the integrated experience. Everything from planning to deployment lives in one place. Earthly’s strength is flexibility — it works with whatever tools you’re already using.

H2: Common Gotchas and Limitations

GitLab CI limitations: ❌ Docker-in-Docker can be finicky with complex builds ❌ Limited parallel job capabilities on free tier ❌ YAML complexity grows fast with sophisticated workflows ❌ Vendor lock-in if you use GitLab-specific features heavily

Earthly limitations: ❌ Smaller community and ecosystem ❌ Learning curve for teams comfortable with traditional CI ❌ Requires external solutions for notifications, security scanning ❌ Still relatively new (launched 2020)

The biggest Earthly gotcha: if your team is happy with simple Docker builds and basic CI workflows, it might be overkill. The learning investment isn’t worth it unless you’re actually hitting GitLab CI’s limitations.

H2: Migration Considerations

Moving from GitLab CI to Earthly: Time investment: 2-3 days for a typical project Main challenge: Rewriting Docker builds as Earthfiles Rollback difficulty: Easy (keep both temporarily)

Moving to GitLab CI from other tools: Time investment: 1-2 days for basic setup Main challenge: Learning GitLab’s YAML syntax Rollback difficulty: Medium (requires alternative Git hosting)

I’ve done both migrations. GitLab CI is easier to adopt quickly, but Earthly provides more long-term flexibility.

H2: Bottom Line

Choose Earthly if:

Choose GitLab CI if:

For most teams, this decision comes down to: are you optimizing for build speed or operational simplicity?

Personally, I use Earthly for my side projects where build performance matters, and GitLab CI for client work where predictability and integration matter more.

H2: Resources

Worth the Investment

If you’re leveling up your setup, here are a few things I actually use:

Protect Your Dev Environment

Quick security note: If you’re evaluating tools like these, make sure your development traffic is encrypted — especially when working from coffee shops or co-working spaces. I’ve been using NordVPN for the past year and it’s been rock solid. They’re running up to 73% off + 3 months free right now. For credential management across your team, NordPass has a generous free tier worth checking out.

— John Calloway writes about developer tools, AI, and building profitable side projects at Calloway.dev. Follow for weekly deep-dives.*


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