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astral-sh/ruff

Resurgentrank #103

An extremely fast Python linter and code formatter, written in Rust.

49.8k+576 · 7d 2.5k 160est. MITRustpushed 4m ago
Compare View on GitHub

Composite

71

conf 65%

Momentum

68

conf 60%

Vitality (PVI)

69

conf 67%

Community

60

conf 60%

Security & maint.

93

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

65

conf 60%

Breakout · 7d

59%

conf 71%

Executive summary

ruff is currently classified as resurgent with a composite score of 71/100. Momentum (68) and vitality (69) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 576 stars against a 49.8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 59%.

90-day trajectory

+2.3k · 30d
2026-07-022026-09-29

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%77
Star accelerationest.15%54
Fork velocityest.10%73
Contributor growthest.10%91
Issue activity growthest.10%90
PR activity growthest.10%56
External mention velocityest.10%11
Release event impactest.5%86
Trending-rank persistenceest.5%82

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%56
PR responsivenessest.15%72
Issue responsivenessest.15%34
Contributor diversityest.10%82
Maintainer continuityest.10%89
Documentation qualityest.5%55
Dependency freshnessest.5%52
Security hygieneest.5%54

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%80
Bus factorest.15%84

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

Ecosystem influence

Dependent repositoriesest.30%84
Quality-weighted dependentsest.20%72
Documentation citationsest.15%75
Contributor overlapest.15%31
Registry adoptionest.10%64
Topic centralityest.10%100

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