GitRanks

Product Introduction

1. GitRanks is a developer analytics platform that measures GitHub user rankings based on stars earned on repositories, contributions to external projects, and follower counts. It provides global and country-specific leaderboards to compare developer performance across multiple metrics. The platform calculates real-time rankings using GitHub data and displays tier-based milestones, progress trends, and competitive benchmarks.
2. The core value of GitRanks lies in its ability to contextualize GitHub activity through quantifiable rankings, enabling developers to gauge their influence, track growth, and identify areas for improvement. By segmenting data into global and national leaderboards, it offers granular visibility into both broad and localized developer ecosystems.

Main Features

1. GitRanks offers three primary ranking categories: Stars (based on stars received on owned repositories), Contributor (stars from merged PRs in external repositories), and Followers (total GitHub followers). Each ranking uses thresholds (e.g., minimum 5 stars for qualification) and percentile tiers (top 1%, 25%) to classify users.
2. Country-specific leaderboards display top developers per nation, with metrics like total stars, followers, and contributor activity. For example, China leads in followers per profile (77.55 avg), while Russia has the lowest stars per profile (110.58 avg). Users can filter rankings by country to compare local standings.
3. Dynamic badges and rank-tracking bots (WhatsApp/Telegram) allow users to showcase achievements and receive updates. Badges display live rankings, while bots notify users of rank changes, milestone completions (e.g., Legend tier at #20,756 followers), and competitor movements (e.g., 26-spot jumps in rankings).

Problems Solved

1. Developers often lack visibility into how their GitHub activity compares to peers globally or within their country. GitRanks solves this by quantifying contributions into ranked tiers and providing actionable benchmarks (e.g., "Top 1% requires 2,638 stars").
2. The platform targets GitHub users seeking to measure their open-source influence, recruiters identifying top talent, and organizations analyzing developer ecosystems. It serves both individual contributors (e.g., tracking follower growth) and institutional users (e.g., mapping regional tech trends).
3. Typical use cases include developers optimizing repository visibility to climb star rankings, contributors aiming to improve merged PR counts for higher Contributor ranks, and teams benchmarking national tech communities (e.g., tracking Finland’s 0.12% monthly stars growth).

Unique Advantages

1. Unlike generic GitHub analytics tools, GitRanks combines multi-dimensional metrics (stars, contributions, followers) with geographic segmentation, offering deeper contextual insights. Competitors rarely provide country-level leaderboards or percentile-based tiering.
2. The Contributor ranking excludes stars from a user’s own repositories, uniquely highlighting collaborative impact. Real-time rank-tracking bots and imbalance alerts (e.g., flagging profiles with high followers but low stars) are unmatched in similar platforms.
3. Competitive advantages include granular thresholds (e.g., 5-star minimum for rankings), dynamic badges with live updates, and detailed country analytics (e.g., Turkey’s 27.19% user growth). The platform also identifies rank imbalances, such as lifesinger’s #130 followers vs. #851,908 stars discrepancy.

Frequently Asked Questions (FAQ)

1. How are GitRanks’ rankings calculated? Rankings use GitHub API data: Stars count stars on owned repos, Contributor counts stars from merged PRs in others’ repos, and Followers uses GitHub follower totals. Thresholds like 5+ stars filter qualifying users, with percentile tiers updated daily.
2. What distinguishes Stars ranking from Contributor ranking? Stars ranking measures popularity of repositories you own, while Contributor ranking evaluates impact through contributions to external projects (excluding your own repos). For example, kamranahmedse leads Stars with 425,267 stars, while chalin gained 177,215 contrib stars in a month.
3. How can I display my GitRanks ranking? Users can generate dynamic badges from the Badge Gallery, embeddable in GitHub profiles or websites. Badges auto-update to reflect live ranks, such as "Top 1% in Followers" or country-specific positions like #1 in Switzerland.
4. How frequently are rankings updated? Data refreshes daily via GitHub API syncs. Rank changes (e.g., sungeer’s 26-spot jump) and milestones (e.g., Legend tier at #10,092 stars) trigger real-time notifications through WhatsApp/Telegram bots.
5. Are country rankings based on user location or GitHub activity? Country rankings use GitHub-registered locations. For example, IDouble leads Switzerland’s follower ranking with 44,199 followers, while vinta tops Taiwan’s stars ranking with 259,723 stars. Geographic trends (e.g., Finland’s slow stars growth) are derived from this data.