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beetbox/beets

Establishedrank #79

music library manager and MusicBrainz tagger

15.8k+47 · 7d 2.1k 118est. MITPythonpushed 3h ago
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Composite

67

conf 65%

Momentum

50

conf 60%

Vitality (PVI)

71

conf 67%

Community

67

conf 60%

Security & maint.

92

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

57

conf 60%

Breakout · 7d

36%

conf 71%

Executive summary

beets is currently classified as established with a composite score of 67/100. Momentum (50) and vitality (71) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 47 stars against a 15.8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 36%.

90-day trajectory

+221 · 30d
2026-07-122026-10-09

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%47
Star accelerationest.15%46
Fork velocityest.10%32
Contributor growthest.10%68
Issue activity growthest.10%93
PR activity growthest.10%54
External mention velocityest.10%3
Release event impactest.5%87
Trending-rank persistenceest.5%42

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%91
PR responsivenessest.15%46
Issue responsivenessest.15%43
Contributor diversityest.10%77
Maintainer continuityest.10%73
Documentation qualityest.5%67
Dependency freshnessest.5%66
Security hygieneest.5%41

Model tn-interpretable-1.0.0 · confidence 67% · coverage 100%

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%72
Bus factorest.15%84

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

Ecosystem influence

Dependent repositoriesest.30%82
Quality-weighted dependentsest.20%66
Documentation citationsest.15%77
Contributor overlapest.15%50
Registry adoptionest.10%50
Topic centralityest.10%100

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