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comfyanonymous/ComfyUI

Establishedrank #15

The most powerful and modular visual AI engine and application.

62k+624 · 7d 6.6k 191est. GPL-3.0Pythonpushed 7h ago
Compare View on GitHub

Composite

72

conf 65%

Momentum

64

conf 60%

Vitality (PVI)

74

conf 67%

Community

63

conf 60%

Security & maint.

94

conf 85%

Ecosystem influence

71

conf 60%

Opportunity

48

conf 60%

Breakout · 7d

24%

conf 71%

Executive summary

ComfyUI is currently classified as established with a composite score of 72/100. Momentum (64) and vitality (74) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 624 stars against a 62k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 24%.

90-day trajectory

+3.7k · 30d
2026-05-132026-08-10

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%78
Star accelerationest.15%36
Fork velocityest.10%70
Contributor growthest.10%73
Issue activity growthest.10%96
PR activity growthest.10%70
External mention velocityest.10%9
Release event impactest.5%68
Trending-rank persistenceest.5%71

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

Project Vitality Index

Commit consistency20%99
Release cadenceest.15%82
PR responsivenessest.15%67
Issue responsivenessest.15%39
Contributor diversityest.10%85
Maintainer continuityest.10%90
Documentation qualityest.5%81
Dependency freshnessest.5%55
Security hygieneest.5%39

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

Security & maintenance

Release recency25%99
License clarity20%92
Maintenance status25%99
Dependency stalenessest.15%77
Bus factorest.15%97

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

Ecosystem influence

Dependent repositoriesest.30%93
Quality-weighted dependentsest.20%64
Documentation citationsest.15%40
Contributor overlapest.15%47
Registry adoptionest.10%75
Topic centralityest.10%99

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