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Language · TypeScript Framework · Next.js CSS · Tailwind

DevImpact comparison tables and analytics chart

DevImpact is an open-source platform that compares software developers based on their real impact in the open-source ecosystem — not just raw numbers.

It evaluates developers using a smart scoring system that considers:

• Repository quality 📦
• Pull request impact 🔀
• Community contributions 💬

Traditional metrics (followers, stars, commit counts) are often misleading.

DevImpact focuses on:

• ✅ Quality over quantity
• ✅ Real contributions to valuable projects
• ✅ Fair comparison between developers

Each developer is evaluated using three main scores:

Measures the quality and impact of repositories owned by the user.

Factors include:

• Stars ⭐
• Forks 🍴
• Watchers

Measures contributions to other developers' repositories.

✔ Only merged PRs are counted ✔ PRs to the user's own repositories are excluded

Factors include:

• Target repository quality
• PR size (additions/deletions)
• Repository popularity
• Contribution diversity

Measures community engagement.

Includes:

• Issues opened in external repositories
• Discussions participation

⚠️ Does NOT include commits or PRs (to avoid duplication)

The final score is a weighted combination:

Final Score =
0.45 ×ばつ Repo Score +
0.45 ×ばつ PR Score +
0.10 ×ばつ Contribution Score

👉 The ContributionScore is capped to prevent abuse.

• ❌ No self-inflation (own PRs excluded)
• 📉 Diminishing returns to prevent spam
• 🎯 External impact is prioritized
• ⚖️ Balanced scoring between builders and contributors

• 🔍 Compare two GitHub users side-by-side
• 📊 Visual score breakdown (charts & insights)
• 🧠 Smart ranking system
• 🌍 Localization support (EN / AR)
• ⚡ Fast API powered by GitHub GraphQL
• 🧩 Extensible scoring system

• Next.js (App Router)
• TypeScript
• Tailwind CSS
• Recharts

• Node.js + Express
• GitHub GraphQL API
• Octokit

git clone https://github.com/O2sa/DevImpact.git
cd DevImpact

pnpm install

Create a .env file:

GITHUB_TOKEN=your_github_token
NEXT_PUBLIC_GITHUB_REPO_URL=your_github_repo_url
GITHUB_REPO_COUNT=30
GITHUB_PR_COUNT=80
GITHUB_ISSUE_COUNT=20
GITHUB_DISCUSSION_COUNT=10

pnpm run dev

• Supported languages: English 🇺🇸, Arabic 🇸🇦
• Automatically detects user language
• Allows manual switching
• Easy to add new languages via /locales

Contributions are welcome!

1. Fork the repository
2. Create a feature branch
3. Commit your changes
4. Open a pull request

• Improve scoring algorithm
• Add new metrics
• Enhance UI/UX
• Add new languages 🌍

• GitHub API rate limits
• Some private contributions are not accessible
• Scoring system is heuristic (not perfect)

DevImpact was created to answer a simple question:

"Who really has more impact in open-source?"

If you like this project:

• ⭐ Star the repo
• 🐛 Report issues
• 💡 Suggest features