Soft.xyz is an independent, data-driven platform that compares 232+ developer tools across 69 categories by real metrics — GitHub activity, npm downloads, actual pricing, DX scores, and community sentiment. Unlike pay-to-play review sites, every ranking on Soft.xyz is based on publicly verifiable data pulled from GitHub, npm, and official pricing pages.

How does Soft.xyz collect data?

Soft.xyz pulls data from public APIs including GitHub (stars, forks, commits, open issues, last commit date), npm (weekly download counts), and official pricing pages. Community sentiment data comes from Reddit and Hacker News mention tracking. All metrics are refreshed weekly and timestamped so you can see exactly when data was last updated.

Is Soft.xyz free to use?

Yes, Soft.xyz is completely free to use. All tool pages, comparisons, benchmarks, DX scores, pricing analysis, and category rankings are available at no cost. For teams that need a deeper analysis, we offer a paid Stack Audit report ($199) that evaluates your entire tech stack with personalized recommendations. An API is also available for programmatic access to our dataset.

How many tools does Soft.xyz track?

Soft.xyz tracks 232 developer tools across 69 categories including databases, hosting, authentication, payments, analytics, CI/CD, monitoring, search, CMS, and more. Each tool page includes real-time GitHub metrics, npm download counts, pricing breakdowns, and side-by-side comparisons with alternatives in the same category.

Is GitLab CI/CD or Dagger better?

It depends on your priorities. GitLab CI/CD has — GitHub stars and uses a freemium pricing model, while Dagger has 15.7k stars and uses a open-source model. Both offer a free plan so you can try each before committing.

Is GitLab CI/CD cheaper than Dagger?

GitLab CI/CD starts at $0/mo while Dagger starts at $0/mo. GitLab CI/CD has a free plan. Dagger has a free plan.

What are the main differences between GitLab CI/CD and Dagger?

GitLab CI/CD is tagged as ci, cd, devops while Dagger is tagged as pipelines, code-first, portable. GitLab CI/CD uses a freemium pricing model. Dagger uses a open-source model with 15.7k GitHub stars.

Does GitLab CI/CD or Dagger have a free plan?

Yes, both GitLab CI/CD and Dagger offer a free plan.

GitLab CI/CD vs Dagger

Criteria

GitLab CI/CD

Dagger

Tagline

DevOps lifecycle tool

Programmable CI/CD engine

Tagline

GitLab CI/CD: DevOps lifecycle tool

Dagger: Programmable CI/CD engine

Pricing Model

freemium

open-source

Pricing Model

GitLab CI/CD: freemium

Dagger: open-source

Starting Price

$0/mo

Starting Price

GitLab CI/CD: $0/mo

Dagger: $0/mo

Free Plan

Yes

Free Plan

GitLab CI/CD: Yes

Dagger: Yes

GitHub Stars

—

15.7k

GitHub Stars

GitLab CI/CD: —

Dagger: 15.7k

npm Downloads/wk

—

38.1k

npm Downloads/wk

GitLab CI/CD: —

Dagger: 38.1k

GitHub Forks

—

861

GitHub Forks

GitLab CI/CD: —

Dagger: 861

Open Issues

—

Open Issues

GitLab CI/CD: —

Dagger: 81

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