Use our AI platform to generate SEO-optimized content
Get 10 FREE articles per month
RANK.AI DATA / LATEST PUBLICATION

Open source AI

14 projects ranked by GitHub stars.
Ollama is out in front at 176,952 stars.

14 projectschecked Jul 27, 2026, 3:24 AM UTCdailyhow we measure this →CSV / JSON

Follow changes
In front today

Ollama

176,952 starsGitHub stars

Ahead of second place
13.9K
Held by the top three
34%
Middle of the board
104.5K
Below half the leader
7 of 14
Highest 176,952 starsMiddle 104.5K
1. Ollama — 176,952 stars2. Transformers — 163,015 stars3. Dify — 150,344 stars4. Open WebUI — 146,846 stars5. LangChain — 142,636 stars6. ComfyUI — 122,399 stars7. llama.cpp — 121,695 stars8. vLLM — 87,256 stars9. OpenHands — 82,209 stars10. AutoGen — 60,009 stars11. CrewAI — 56,187 stars12. LiteLLM — 54,771 stars13. LlamaIndex — 51,130 stars14. Continue — 35,126 stars
Rank 1one bar per published rowRank 14
WHY THIS RANK / VERIFIED SNAPSHOT

llama.cpp

Ranks a reviewed public AI repository universe by GitHub stars with forks as a deterministic tie-breaker.

partialPermalink to this snapshot ↗

Some explanation inputs are unavailable Missing: comparablePriorRanking.

Published rank
#7
Score
121,695 stars
Sample size
4

100% confidence · 100% component coverage · as of Jul 27, 2026, 3:24 AM UTC

SCORE CONSTRUCTION

Component ledger

4/4 evidenced

All components available · 1 evidence record each

Components contributing to llama.cpp's rank
ComponentValueWeightContribution
github days since last push0.10%—
github forks count210270%—
github open issues and pulls count18870%—
github stars count121695100%121,695
WHY IT MOVED

new since prior snapshot

No rank delta

no_prior_published_snapshot

No component moved since the prior snapshot.

PRIMARY EVIDENCE

Source trail

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 UTC121,695 stars100% 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 ↗
REPRODUCIBILITYOpen Source AI repository ranking · v1-universe-2026-07-2656 observations · 1 sources · passed quality
Snapshot
65735faf-6944-48ad-a372-195eabf3b8ba
Data hash
f2e2c99d4c8df02ec73a1970007c7711f288239848439aae5243e9d585b96b60
Method hash
d7ee13c8f7dc69f62945644f3e747d5836653f349d082cb6fabd0195cb67e652

More in Open source

Open-model capability, downloads, repositories, frameworks, licenses, and velocity.

3 live tables