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MoonshotAI/Kimi-K3

Emergingrank #168

Open Frontier Intelligence

8.3k+12.5k · 7d 641 60est. NOASSERTIONUnknownpushed 5d ago
Compare View on GitHub

Composite

68

conf 65%

Momentum

76

conf 60%

Vitality (PVI)

71

conf 67%

Community

57

conf 60%

Security & maint.

69

conf 85%

Ecosystem influence

56

conf 60%

Opportunity

66

conf 60%

Breakout · 7d

75%

conf 71%

Executive summary

Kimi-K3 is currently classified as emerging with a composite score of 68/100. Momentum (76) and vitality (71) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 12,525 stars against a 8.3k-star base. Risk is assessed as moderate; the interpretable model puts its probability of entering the top trend cohort within 7 days at 75%.

90-day trajectory

+47.8k · 30d
2026-05-142026-08-11

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%100
Star accelerationest.15%56
Fork velocityest.10%100
Contributor growthest.10%64
Issue activity growthest.10%41
PR activity growthest.10%60
External mention velocityest.10%100
Release event impactest.5%87
Trending-rank persistenceest.5%34

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

Project Vitality Index

Commit consistency20%84
Release cadenceest.15%83
PR responsivenessest.15%52
Issue responsivenessest.15%68
Contributor diversityest.10%66
Maintainer continuityest.10%56
Documentation qualityest.5%71
Dependency freshnessest.5%86
Security hygieneest.5%77

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

Security & maintenance

Release recency25%88
License clarity20%30
Maintenance status25%84
Dependency stalenessest.15%55
Bus factorest.15%74

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

Ecosystem influence

Dependent repositoriesest.30%71
Quality-weighted dependentsest.20%65
Documentation citationsest.15%64
Contributor overlapest.15%52
Registry adoptionest.10%40
Topic centralityest.10%2

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