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pterodactyl/panel

Establishedrank #191

Pterodactyl® is a free, open-source game server management panel built with PHP, React, and Go. Designed with security in mind, Pterodactyl runs all game servers in isolated Docker containers while exposing a beautiful and intuitive UI to end users.

9.1k+29 · 7d 2.6k 124est. NOASSERTIONPHPpushed 7m ago
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Composite

66

conf 65%

Momentum

47

conf 60%

Vitality (PVI)

78

conf 67%

Community

67

conf 60%

Security & maint.

78

conf 85%

Ecosystem influence

68

conf 60%

Opportunity

58

conf 60%

Breakout · 7d

37%

conf 71%

Executive summary

panel is currently classified as established with a composite score of 66/100. Momentum (47) and vitality (78) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 29 stars against a 9.1k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 37%.

90-day trajectory

+132 · 30d
2026-05-172026-08-14

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%41
Star accelerationest.15%47
Fork velocityest.10%28
Contributor growthest.10%69
Issue activity growthest.10%59
PR activity growthest.10%66
External mention velocityest.10%3
Release event impactest.5%76
Trending-rank persistenceest.5%70

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%68
PR responsivenessest.15%90
Issue responsivenessest.15%56
Contributor diversityest.10%78
Maintainer continuityest.10%64
Documentation qualityest.5%81
Dependency freshnessest.5%86
Security hygieneest.5%73

Model tn-interpretable-1.0.0 · confidence 67% · coverage 92% · missing: licenseClarity

Security & maintenance

Release recency25%100
License clarity20%30
Maintenance status25%100
Dependency stalenessest.15%84
Bus factorest.15%65

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%84
Quality-weighted dependentsest.20%59
Documentation citationsest.15%44
Contributor overlapest.15%47
Registry adoptionest.10%71
Topic centralityest.10%100

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption