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reflex-dev/reflex

Establishedrank #98

🕸️ Web apps in pure Python 🐍

28.9k+297 · 7d 1.8k 113est. Apache-2.0Pythonpushed 4m ago
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Composite

72

conf 65%

Momentum

59

conf 60%

Vitality (PVI)

75

conf 67%

Community

68

conf 60%

Security & maint.

92

conf 85%

Ecosystem influence

75

conf 60%

Opportunity

65

conf 60%

Breakout · 7d

58%

conf 71%

Executive summary

reflex is currently classified as established with a composite score of 72/100. Momentum (59) and vitality (75) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 297 stars against a 28.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 58%.

90-day trajectory

+1.1k · 30d
2026-07-082026-10-05

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%69
Star accelerationest.15%56
Fork velocityest.10%62
Contributor growthest.10%82
Issue activity growthest.10%63
PR activity growthest.10%67
External mention velocityest.10%9
Release event impactest.5%61
Trending-rank persistenceest.5%38

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%66
PR responsivenessest.15%81
Issue responsivenessest.15%52
Contributor diversityest.10%76
Maintainer continuityest.10%82
Documentation qualityest.5%64
Dependency freshnessest.5%67
Security hygieneest.5%45

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%70
Bus factorest.15%89

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

Ecosystem influence

Dependent repositoriesest.30%81
Quality-weighted dependentsest.20%78
Documentation citationsest.15%81
Contributor overlapest.15%43
Registry adoptionest.10%65
Topic centralityest.10%100

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