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mudler/LocalAI

Establishedrank #149

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

49.3k+225 · 7d 4.5k 185est. MITGopushed 18h ago
Compare View on GitHub

Composite

69

conf 65%

Momentum

54

conf 60%

Vitality (PVI)

74

conf 67%

Community

73

conf 60%

Security & maint.

87

conf 85%

Ecosystem influence

66

conf 60%

Opportunity

63

conf 60%

Breakout · 7d

17%

conf 71%

Executive summary

LocalAI is currently classified as established with a composite score of 69/100. Momentum (54) and vitality (74) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 225 stars against a 49.3k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 17%.

90-day trajectory

+1.4k · 30d
2026-07-012026-09-28

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%65
Star accelerationest.15%34
Fork velocityest.10%57
Contributor growthest.10%79
Issue activity growthest.10%71
PR activity growthest.10%50
External mention velocityest.10%4
Release event impactest.5%68
Trending-rank persistenceest.5%56

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

Project Vitality Index

Commit consistency20%98
Release cadenceest.15%64
PR responsivenessest.15%93
Issue responsivenessest.15%55
Contributor diversityest.10%84
Maintainer continuityest.10%63
Documentation qualityest.5%59
Dependency freshnessest.5%64
Security hygieneest.5%40

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

Security & maintenance

Release recency25%98
License clarity20%92
Maintenance status25%98
Dependency stalenessest.15%64
Bus factorest.15%70

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

Ecosystem influence

Dependent repositoriesest.30%89
Quality-weighted dependentsest.20%76
Documentation citationsest.15%38
Contributor overlapest.15%27
Registry adoptionest.10%39
Topic centralityest.10%100

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