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lancedb/lancedb

Establishedrank #203

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

11.6k+168 · 7d 1.1k 82est. Apache-2.0Rustpushed 4h ago
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Composite

68

conf 65%

Momentum

60

conf 60%

Vitality (PVI)

71

conf 67%

Community

60

conf 60%

Security & maint.

86

conf 85%

Ecosystem influence

66

conf 60%

Opportunity

56

conf 60%

Breakout · 7d

56%

conf 71%

Executive summary

lancedb is currently classified as established with a composite score of 68/100. Momentum (60) and vitality (71) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 168 stars against a 11.6k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 56%.

90-day trajectory

+658 · 30d
2026-07-132026-10-10

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%62
Star accelerationest.15%55
Fork velocityest.10%48
Contributor growthest.10%78
Issue activity growthest.10%79
PR activity growthest.10%71
External mention velocityest.10%13
Release event impactest.5%73
Trending-rank persistenceest.5%80

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

Project Vitality Index

Commit consistency20%99
Release cadenceest.15%73
PR responsivenessest.15%49
Issue responsivenessest.15%51
Contributor diversityest.10%71
Maintainer continuityest.10%63
Documentation qualityest.5%87
Dependency freshnessest.5%59
Security hygieneest.5%82

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%99
Dependency stalenessest.15%48
Bus factorest.15%72

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

Ecosystem influence

Dependent repositoriesest.30%76
Quality-weighted dependentsest.20%54
Documentation citationsest.15%53
Contributor overlapest.15%51
Registry adoptionest.10%70
Topic centralityest.10%100

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