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airbytehq/airbyte

Establishedrank #101

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

22.2k+168 · 7d 5.4k 246est. NOASSERTIONPythonpushed 2h ago
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Composite

71

conf 65%

Momentum

59

conf 60%

Vitality (PVI)

79

conf 67%

Community

64

conf 60%

Security & maint.

82

conf 85%

Ecosystem influence

80

conf 60%

Opportunity

67

conf 60%

Breakout · 7d

33%

conf 71%

Executive summary

airbyte is currently classified as established with a composite score of 71/100. Momentum (59) and vitality (79) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 168 stars against a 22.2k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 33%.

90-day trajectory

+852 · 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%62
Star accelerationest.15%42
Fork velocityest.10%55
Contributor growthest.10%81
Issue activity growthest.10%62
PR activity growthest.10%83
External mention velocityest.10%7
Release event impactest.5%81
Trending-rank persistenceest.5%84

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%87
PR responsivenessest.15%87
Issue responsivenessest.15%42
Contributor diversityest.10%89
Maintainer continuityest.10%92
Documentation qualityest.5%62
Dependency freshnessest.5%72
Security hygieneest.5%47

Model tn-interpretable-1.0.0 · confidence 67% · coverage 92% · missing: licenseClarity

Security & maintenance

Release recency25%100
License clarity20%30
Maintenance status25%100
Dependency stalenessest.15%75
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%91
Quality-weighted dependentsest.20%72
Documentation citationsest.15%81
Contributor overlapest.15%72
Registry adoptionest.10%50
Topic centralityest.10%100

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