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microsoft/onnxruntime

Establishedrank #203

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

22k+112 · 7d 4.3k 239est. MITC++pushed 2m ago

Composite

71

conf 65%

Momentum

58

conf 60%

Vitality (PVI)

77

conf 67%

Community

67

conf 60%

Security & maint.

91

conf 85%

Ecosystem influence

73

conf 60%

Opportunity

63

conf 60%

Breakout · 7d

47%

conf 71%

Executive summary

onnxruntime is currently classified as established with a composite score of 71/100. Momentum (58) and vitality (77) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 112 stars against a 22k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 47%.

90-day trajectory

+479 · 30d
2026-07-132026-10-10

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%57
Star accelerationest.15%50
Fork velocityest.10%42
Contributor growthest.10%76
Issue activity growthest.10%100
PR activity growthest.10%55
External mention velocityest.10%5
Release event impactest.5%89
Trending-rank persistenceest.5%76

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%83
PR responsivenessest.15%81
Issue responsivenessest.15%44
Contributor diversityest.10%88
Maintainer continuityest.10%79
Documentation qualityest.5%68
Dependency freshnessest.5%62
Security hygieneest.5%49

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%53
Bus factorest.15%99

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

Ecosystem influence

Dependent repositoriesest.30%89
Quality-weighted dependentsest.20%59
Documentation citationsest.15%60
Contributor overlapest.15%78
Registry adoptionest.10%43
Topic centralityest.10%100

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