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python-pillow/Pillow

Establishedrank #105

Python Imaging Library (fork)

13.9k+54 · 7d 2.6k 156est. NOASSERTIONPythonpushed 18m ago
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Composite

67

conf 65%

Momentum

50

conf 60%

Vitality (PVI)

72

conf 67%

Community

66

conf 60%

Security & maint.

82

conf 85%

Ecosystem influence

76

conf 60%

Opportunity

63

conf 60%

Breakout · 7d

54%

conf 71%

Executive summary

Pillow is currently classified as established with a composite score of 67/100. Momentum (50) and vitality (72) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 54 stars against a 13.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 54%.

90-day trajectory

+207 · 30d
2026-08-032026-10-31

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%48
Star accelerationest.15%56
Fork velocityest.10%30
Contributor growthest.10%59
Issue activity growthest.10%46
PR activity growthest.10%83
External mention velocityest.10%3
Release event impactest.5%73
Trending-rank persistenceest.5%73

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%80
PR responsivenessest.15%42
Issue responsivenessest.15%59
Contributor diversityest.10%81
Maintainer continuityest.10%85
Documentation qualityest.5%57
Dependency freshnessest.5%74
Security hygieneest.5%37

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%85
Bus factorest.15%86

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

Ecosystem influence

Dependent repositoriesest.30%84
Quality-weighted dependentsest.20%55
Documentation citationsest.15%83
Contributor overlapest.15%63
Registry adoptionest.10%77
Topic centralityest.10%100

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