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 GitHub Actions or GitLab CI/CD better?

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

Is GitHub Actions cheaper than GitLab CI/CD?

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

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

GitHub Actions is tagged as ci, cd, github while GitLab CI/CD is tagged as ci, cd, devops. GitHub Actions uses a freemium pricing model. GitLab CI/CD uses a freemium model.

Does GitHub Actions or GitLab CI/CD have a free plan?

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

GitHub Actions vs GitLab CI/CD

Criteria

GitHub Actions

GitLab CI/CD

Tagline

CI/CD built into GitHub

DevOps lifecycle tool

Tagline

GitHub Actions: CI/CD built into GitHub

GitLab CI/CD: DevOps lifecycle tool

Pricing Model

freemium

Pricing Model

GitHub Actions: freemium

GitLab CI/CD: freemium

Starting Price

$0/mo

Starting Price

GitHub Actions: $0/mo

GitLab CI/CD: $0/mo

Free Plan

Yes

Free Plan

GitHub Actions: Yes

GitLab CI/CD: Yes

GitHub Stars

—

GitHub Stars

GitHub Actions: —

GitLab CI/CD: —

npm Downloads/wk

—

npm Downloads/wk

GitHub Actions: —

GitLab CI/CD: —

GitHub Forks

—

GitHub Forks

GitHub Actions: —

GitLab CI/CD: —

Open Issues

—

Open Issues

GitHub Actions: —

GitLab CI/CD: —

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