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llama.cpp AI data profile | Rank.ai

repository

llama.cpp

Portable C/C++ inference engine for large language models.

Some explanation inputs are unavailable Missing: comparablePriorRanking.

SCORE CONSTRUCTION

4/4 evidenced

Components contributing to llama.cpp's rank
Component	Value	Weight	Contribution	Evidence	Status
github days since last push	0.1	0%	—	1	available
github forks count	21027	0%	—	1	available
github open issues and pulls count	1887	0%	—	1	available
github stars count	121695	100%	121,695	1	available

WHY IT MOVED

No rank delta

no_prior_published_snapshot

No comparable component drivers were published.

PRIMARY EVIDENCE

4 public records

Days since last pushgithub days since last push · observed Jul 27, 2026, 3:24 AM UTC0.1 days100% confidence
Source
GitHub REST API
Grade
A
Freshness
fresh
Locator
{"fields":["stargazers_count","forks_count","open_issues_count","pushed_at"],"nodeId":"R_kgDOJH_K4A","endpoint":"/repos/ggml-org/llama.cpp","repositoryId":612354784}
Open primary evidence ↗
GitHub forksgithub forks count · observed Jul 27, 2026, 3:24 AM UTC21,027 forks100% confidence
Source
GitHub REST API
Grade
A
Freshness
fresh
Locator
{"fields":["stargazers_count","forks_count","open_issues_count","pushed_at"],"nodeId":"R_kgDOJH_K4A","endpoint":"/repos/ggml-org/llama.cpp","repositoryId":612354784}
Open primary evidence ↗
Open issues and pull requestsgithub open issues and pulls count · observed Jul 27, 2026, 3:24 AM UTC1,887 items100% confidence
Source
GitHub REST API
Grade
A
Freshness
fresh
Locator
{"fields":["stargazers_count","forks_count","open_issues_count","pushed_at"],"nodeId":"R_kgDOJH_K4A","endpoint":"/repos/ggml-org/llama.cpp","repositoryId":612354784}
Open primary evidence ↗
GitHub starsgithub stars count · observed Jul 27, 2026, 3:24 AM UTC

AUDITABLE DATA

4 published observations for llama.cpp. Open a row for the source, evidence location, extraction method, and quality state.

Metric	Value	Kind	As of	Confidence	Evidence
GitHub starsgithub-stars-count	121,695stars	reported	Jul 27, 2026	100%	View source Source GitHub REST API Grade A Document ggml-org/llama.cpp repository metadata Published Not specified Retrieved Jul 27, 2026 Extraction github_rest_api · 2026-03-10 Locator `{"fields":["stargazers_count","forks_count","open_issues_count","pushed_at"],"nodeId":"R_kgDOJH_K4A","endpoint":"/repos/ggml-org/llama.cpp","repositoryId":612354784}` Open primary evidence ↗
Open issues and pull requestsgithub-open-issues-and-pulls-count	1,887items	reported	Jul 27, 2026	100%	View source Source GitHub REST API Grade A Document ggml-org/llama.cpp repository metadata Published Not specified Retrieved Jul 27, 2026 Extraction github_rest_api · 2026-03-10 Locator `{"fields":["stargazers_count","forks_count","open_issues_count","pushed_at"],"nodeId":"R_kgDOJH_K4A","endpoint":"/repos/ggml-org/llama.cpp","repositoryId":612354784}` Open primary evidence ↗

ENTITY / SOURCE GRAPH

Published corporate, product, capital, supply, and operating relationships with the source record supporting each edge.

RELATIONSHIP LEDGER

No publishable entity relationships are available for this as-of date.

SOURCE PROVENANCE

GitHub REST APIobservation
github stars count
100% confidence · Jul 27, 2026Source ↗
GitHub REST APIobservation
github open issues and pulls count
100% confidence · Jul 27, 2026Source ↗

Days since last pushgithub-days-since-last-push	0.1days	derived	Jul 27, 2026	100%	View source Source GitHub REST API Grade A Document ggml-org/llama.cpp repository metadata Published Not specified Retrieved Jul 27, 2026 Extraction github_rest_api · 2026-03-10 Locator `{"fields":["stargazers_count","forks_count","open_issues_count","pushed_at"],"nodeId":"R_kgDOJH_K4A","endpoint":"/repos/ggml-org/llama.cpp","repositoryId":612354784}` Open primary evidence ↗