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vllm-project/vllm

Establishedrank #81

A high-throughput, memory-efficient inference and serving engine for LLMs.

39k+458 · 7d 6k 194est. Apache-2.0Pythonpushed 4h ago
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Composite

73

conf 65%

Momentum

65

conf 60%

Vitality (PVI)

75

conf 67%

Community

67

conf 60%

Security & maint.

95

conf 85%

Ecosystem influence

69

conf 60%

Opportunity

54

conf 60%

Breakout · 7d

46%

conf 71%

Executive summary

vllm is currently classified as established with a composite score of 73/100. Momentum (65) and vitality (75) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 458 stars against a 39k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 46%.

90-day trajectory

+2k · 30d
2026-07-162026-10-13

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%74
Star accelerationest.15%48
Fork velocityest.10%64
Contributor growthest.10%63
Issue activity growthest.10%100
PR activity growthest.10%82
External mention velocityest.10%11
Release event impactest.5%67
Trending-rank persistenceest.5%70

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%82
PR responsivenessest.15%65
Issue responsivenessest.15%45
Contributor diversityest.10%85
Maintainer continuityest.10%78
Documentation qualityest.5%72
Dependency freshnessest.5%73
Security hygieneest.5%49

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%77
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%92
Quality-weighted dependentsest.20%79
Documentation citationsest.15%36
Contributor overlapest.15%36
Registry adoptionest.10%47
Topic centralityest.10%97

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