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invoke-ai/InvokeAI

Establishedrank #97

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

28.9k+262 · 7d 3.1k 175est. Apache-2.0TypeScriptpushed 1h ago
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Composite

68

conf 65%

Momentum

58

conf 60%

Vitality (PVI)

78

conf 67%

Community

48

conf 60%

Security & maint.

89

conf 85%

Ecosystem influence

70

conf 60%

Opportunity

61

conf 60%

Breakout · 7d

54%

conf 71%

Executive summary

InvokeAI is currently classified as established with a composite score of 68/100. Momentum (58) and vitality (78) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 262 stars against a 28.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 54%.

90-day trajectory

+1k · 30d
2026-08-012026-10-29

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%67
Star accelerationest.15%54
Fork velocityest.10%53
Contributor growthest.10%78
Issue activity growthest.10%68
PR activity growthest.10%65
External mention velocityest.10%8
Release event impactest.5%74
Trending-rank persistenceest.5%49

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%85
PR responsivenessest.15%87
Issue responsivenessest.15%48
Contributor diversityest.10%83
Maintainer continuityest.10%69
Documentation qualityest.5%71
Dependency freshnessest.5%50
Security hygieneest.5%76

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%45
Bus factorest.15%90

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

Ecosystem influence

Dependent repositoriesest.30%86
Quality-weighted dependentsest.20%62
Documentation citationsest.15%74
Contributor overlapest.15%28
Registry adoptionest.10%61
Topic centralityest.10%100

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