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StarRocks/starrocks

Establishedrank #125

The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.

12.2k+128 · 7d 2.6k 154est. Apache-2.0Javapushed 6m ago
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Composite

71

conf 65%

Momentum

58

conf 60%

Vitality (PVI)

71

conf 67%

Community

74

conf 60%

Security & maint.

93

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

55

conf 60%

Breakout · 7d

42%

conf 71%

Executive summary

starrocks is currently classified as established with a composite score of 71/100. Momentum (58) and vitality (71) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 128 stars against a 12.2k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 42%.

90-day trajectory

+577 · 30d
2026-07-212026-10-18

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%48
Fork velocityest.10%46
Contributor growthest.10%82
Issue activity growthest.10%100
PR activity growthest.10%47
External mention velocityest.10%10
Release event impactest.5%75
Trending-rank persistenceest.5%81

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%70
PR responsivenessest.15%45
Issue responsivenessest.15%37
Contributor diversityest.10%81
Maintainer continuityest.10%90
Documentation qualityest.5%87
Dependency freshnessest.5%63
Security hygieneest.5%60

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%62
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%84
Quality-weighted dependentsest.20%68
Documentation citationsest.15%57
Contributor overlapest.15%47
Registry adoptionest.10%79
Topic centralityest.10%100

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