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xorbitsai/inference

Coolingrank #199

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

9.6k+39 · 7d 873 57est. Apache-2.0Pythonpushed 15h ago

Composite

65

conf 65%

Momentum

45

conf 60%

Vitality (PVI)

81

conf 67%

Community

55

conf 60%

Security & maint.

84

conf 85%

Ecosystem influence

71

conf 60%

Opportunity

51

conf 60%

Breakout · 7d

10%

conf 71%

Executive summary

inference is currently classified as cooling with a composite score of 65/100. Momentum (45) and vitality (81) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 39 stars against a 9.6k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 10%.

90-day trajectory

+256 · 30d
2026-07-112026-10-08

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%44
Star accelerationest.15%33
Fork velocityest.10%22
Contributor growthest.10%73
Issue activity growthest.10%51
PR activity growthest.10%78
External mention velocityest.10%4
Release event impactest.5%75
Trending-rank persistenceest.5%44

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

Project Vitality Index

Commit consistency20%98
Release cadenceest.15%93
PR responsivenessest.15%79
Issue responsivenessest.15%75
Contributor diversityest.10%65
Maintainer continuityest.10%64
Documentation qualityest.5%78
Dependency freshnessest.5%77
Security hygieneest.5%83

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

Security & maintenance

Release recency25%99
License clarity20%92
Maintenance status25%98
Dependency stalenessest.15%47
Bus factorest.15%62

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

Ecosystem influence

Dependent repositoriesest.30%74
Quality-weighted dependentsest.20%63
Documentation citationsest.15%76
Contributor overlapest.15%80
Registry adoptionest.10%30
Topic centralityest.10%100

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