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dbt-labs/dbt

Coolingrank #33

dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

14.1k+33 · 7d 2.6k 161est. Apache-2.0Rustpushed 2h ago
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Composite

66

conf 65%

Momentum

45

conf 60%

Vitality (PVI)

75

conf 67%

Community

69

conf 60%

Security & maint.

89

conf 85%

Ecosystem influence

70

conf 60%

Opportunity

55

conf 60%

Breakout · 7d

20%

conf 71%

Executive summary

dbt is currently classified as cooling with a composite score of 66/100. Momentum (45) and vitality (75) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 33 stars against a 14.1k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 20%.

90-day trajectory

+185 · 30d
2026-08-012026-10-29

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%43
Star accelerationest.15%38
Fork velocityest.10%30
Contributor growthest.10%67
Issue activity growthest.10%75
PR activity growthest.10%53
External mention velocityest.10%2
Release event impactest.5%89
Trending-rank persistenceest.5%32

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%71
PR responsivenessest.15%89
Issue responsivenessest.15%34
Contributor diversityest.10%82
Maintainer continuityest.10%81
Documentation qualityest.5%69
Dependency freshnessest.5%50
Security hygieneest.5%67

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%50
Bus factorest.15%89

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

Ecosystem influence

Dependent repositoriesest.30%84
Quality-weighted dependentsest.20%74
Documentation citationsest.15%57
Contributor overlapest.15%62
Registry adoptionest.10%28
Topic centralityest.10%97

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