OpenCircle Platform

Batch 23 Ecosystem

OpenCircle Ranking Engine

How OpenCircle Ranks Projects

Great open-source projects aren’t defined by vanity metrics or legacy star counts. OpenCircle evaluates repositories using a multi-dimensional, snapshot-based health model designed to highlight active, sustainable, and reliable software.

Mathematical Weight Distribution

Final Score = 25% Popularity + 25% Activity + 20% Health + 15% Community + 15% Release Stability

The Five Core Dimensions

Dimension	Weight	What We Measure	Why It Matters
Popularity	25%	GitHub Stars (70%) & Forks (30%)	Measures broad developer interest and codebase reuse across the network.
Activity	25%	90-day Commits (40%), Recent PRs (30%), & Push Recency (30%)	Tracks active development momentum and code velocity without favoring inactive legacy repos.
Health	20%	Issue Resolution (40%), PR Merge Rate (30%), & Maintenance Recency (30%)	Reflects maintainer responsiveness and efficient triage practices.
Community	15%	90-day Active Contributors (60%) & Unique PR Authors (40%)	Measures healthy shared ownership versus single-maintainer bottlenecks.
Release Stability	15%	Latest Release Recency (50%) & 365-day Release Frequency (50%)	Rewards steady shipping cadences, production versioning, and software stability.

Popularity

25%

GitHub Stars (70%) & Forks (30%)

Measures broad developer interest and codebase reuse across the network.

Activity

25%

90-day Commits (40%), Recent PRs (30%), & Push Recency (30%)

Tracks active development momentum and code velocity without favoring inactive legacy repos.

Health

20%

Issue Resolution (40%), PR Merge Rate (30%), & Maintenance Recency (30%)

Reflects maintainer responsiveness and efficient triage practices.

Community

15%

90-day Active Contributors (60%) & Unique PR Authors (40%)

Measures healthy shared ownership versus single-maintainer bottlenecks.

Release Stability

15%

Latest Release Recency (50%) & 365-day Release Frequency (50%)

Rewards steady shipping cadences, production versioning, and software stability.

Transparent & Fair by Design

Fixed Observation Windows

90 days for daily activity and contributor metrics; 365 days for release tracking. Older projects gain no unfair advantages simply from their age.

Synchronized Snapshots

All calculations evaluate the exact same time window per refresh cycle, ensuring deterministic comparisons across the entire ecosystem.

Context-Aware Scoring

Repositories without formal GitHub releases or closed PR histories are handled via neutral data fallbacks rather than unfair automatic penalties.

Tier Badges & Score Thresholds

Your project's normalized final score automatically maps directly to its official tier badge:

Score 0 – 19

Warrior

Initial MVP Foundation

Score 20 – 34

Elite

Active Development

Score 35 – 49

Master

Production Ready

Score 50 – 64

Grand Master

Batch Benchmark

Score Higher to Unlock High Tier Badges

Score 65 – 74

Epic

Ecosystem Scale

Score 75 – 84

Legend

Cross-Batch Icon

Score 85 – 94

Mythic

Flagship Solution

Score 95 – 100

Mythical Glory

Hall of Fame Legacy

Tier Score Ranges & Platform Recognition

Tier Badge	Score Threshold	Platform Benefits
Warrior	0 – 19	Listed on /Projects feed & initial open-source directory index
Elite	20 – 34	Custom status badge & community support highlights
Master	35 – 49	Featured placement on /Home platform showcase banner
Grand Master	50 – 64	Batch benchmark project for technical showcases
Epic	65 – 74	Dedicated showcase section & sponsor priority listing
Legend	75 – 84	Hall of Fame highlight & partner ecosystem exposure
Mythic	85 – 94	Global OpenCircle banner & permanent legendary status
Mythical Glory	95 – 100	Pinnacle Hall of Fame status & permanent OpenCircle Legacy Award

Rank icons featured here are sourced from Mobile Legends: Bang Bang. All rights and intellectual property belong to Moonton.