Signals

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Edge0-AI/Edge0

Establishedrank #155

Run 35B MoE models in ~2.5 GB of RAM. Weights stream from SSD; a trained router predicts loads a step ahead. Mac, iPhone, Android, Windows supported

5.7k+653 · 7d 1k 65est. Apache-2.0Pythonpushed 2d ago

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Composite

conf 65%

Momentum

conf 60%

Vitality (PVI)

conf 67%

Community

conf 60%

Security & maint.

conf 85%

Ecosystem influence

conf 60%

Opportunity

conf 60%

Breakout · 7d

32%

conf 71%

Executive summary

Edge0 is currently classified as established with a composite score of 69/100. Momentum (64) and vitality (74) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 653 stars against a 5.7k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 32%.

90-day trajectory

+3.5k · 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%78

Star accelerationest.15%40

Fork velocityest.10%74

Contributor growthest.10%48

Issue activity growthest.10%23

PR activity growthest.10%65

External mention velocityest.10%100

Release event impactest.5%81

Trending-rank persistenceest.5%59

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

Project Vitality Index

Commit consistency20%94

Release cadenceest.15%64

PR responsivenessest.15%85

Issue responsivenessest.15%79

Contributor diversityest.10%67

Maintainer continuityest.10%43

Documentation qualityest.5%87

Dependency freshnessest.5%77

Security hygieneest.5%35

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

Security & maintenance

Release recency25%95

License clarity20%92

Maintenance status25%94

Dependency stalenessest.15%75

Bus factorest.15%81

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

Ecosystem influence

Dependent repositoriesest.30%76

Quality-weighted dependentsest.20%65

Documentation citationsest.15%63

Contributor overlapest.15%57

Registry adoptionest.10%35

Topic centralityest.10%25

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