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dagster-io/dagster

Establishedrank #70

An orchestration platform for the development, production, and observation of data assets.

16.3k+129 · 7d 2.3k 154est. Apache-2.0Pythonpushed 2h ago
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Composite

69

conf 65%

Momentum

58

conf 60%

Vitality (PVI)

69

conf 67%

Community

67

conf 60%

Security & maint.

92

conf 85%

Ecosystem influence

70

conf 60%

Opportunity

65

conf 60%

Breakout · 7d

55%

conf 71%

Executive summary

dagster is currently classified as established with a composite score of 69/100. Momentum (58) and vitality (69) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 129 stars against a 16.3k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 55%.

90-day trajectory

+509 · 30d
2026-07-122026-10-09

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%59
Star accelerationest.15%54
Fork velocityest.10%51
Contributor growthest.10%81
Issue activity growthest.10%95
PR activity growthest.10%41
External mention velocityest.10%7
Release event impactest.5%69
Trending-rank persistenceest.5%82

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%68
PR responsivenessest.15%46
Issue responsivenessest.15%39
Contributor diversityest.10%81
Maintainer continuityest.10%80
Documentation qualityest.5%60
Dependency freshnessest.5%87
Security hygieneest.5%52

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%84
Bus factorest.15%74

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

Ecosystem influence

Dependent repositoriesest.30%83
Quality-weighted dependentsest.20%73
Documentation citationsest.15%34
Contributor overlapest.15%56
Registry adoptionest.10%68
Topic centralityest.10%100

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