Capability and economics for models with downloadable weights.
Open source
Open source AI
14 projects ranked by GitHub stars.
176,952 stars
Ollama ranks first
GitHub stars
14
Projects ranked
Jul 27
Snapshot recorded
2026
All 14 projects by GitHub stars
Ollama leads at 176,952 stars; the middle of the board sits at 104.5K.
- 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
Rank, name and GitHub starsMiddle 104.5K
- 1Ollama176,952 stars
- 2Transformers163,015 stars
- 3Dify150,344 stars
- 4Open WebUI146,846 stars
- 5LangChain142,636 stars
- 6ComfyUI122,399 stars
- 7llama.cpp121,695 stars
- 8vLLM87,256 stars
- 9OpenHands82,209 stars
- 10AutoGen60,009 stars
- 11CrewAI56,187 stars
- 12LiteLLM54,771 stars
- 13LlamaIndex51,130 stars
- 14Continue35,126 stars
4 checks behind each row · 100% confidence across rows.
| Rank | Name | GitHub stars | Forks | Last push | Github open issues and pulls | Why |
|---|---|---|---|---|---|---|
| 01 | Ollama | 176,952 stars | 17.1K | 0.1d | 3,532 | This rank |
| 02 | Transformers | 163,015 stars | 34K | 0d | 2,358 | This rank |
| 03 | Dify | 150,344 stars | 23.7K | 0d | 990 | Showing |
| 04 | Open WebUI | 146,846 stars | 21.3K | 0d | 406 | This rank |
| 05 | LangChain | 142,636 stars | 23.8K | 0.1d | 445 | This rank |
| 06 | ComfyUI | 122,399 stars | 14.4K | 0.1d | 4,343 | This rank |
| 07 | llama.cpp | 121,695 stars | 21K | 0.1d | 1,887 | This rank |
| 08 | vLLM | 87,256 stars | 19.9K | 0d | 6,071 | This rank |
| 09 | OpenHands | 82,209 stars | 10.5K | 0.7d | 365 | This rank |
| 10 | AutoGen | 60,009 stars | 9,032 | 102.6d | 973 | This rank |
| 11 | CrewAI | 56,187 stars | 7,974 | 0.2d | 681 | This rank |
| 12 | LiteLLM | 54,771 stars | 10.1K | 0.1d | 4,269 | This rank |
| 13 | LlamaIndex | 51,130 stars | 7,813 | 1d | 582 | This rank |
| 14 | Continue | 35,126 stars | 5,112 | 0.8d | 930 | This rank |
Why this rank
Dify on Open Source AI
Snapshot of Jul 27, 2026, 3:24 AM UTC · Link to this snapshot
Some explanation inputs are unavailable. Not published: comparable prior ranking.
Ranks a reviewed public AI repository universe by GitHub stars with forks as a deterministic tie-breaker.
3
Rank on this board
150,344 stars
Score
4
Inputs behind the score
100% confidence · 1 of 1 components evidenced
What the score is built from
1 of 1 evidencedEvery component evidenced · 1 evidence record each
| Component | Value | Contribution |
|---|---|---|
| Github stars | 150344 | 150,344 |
New in this snapshot
No change in rankno_prior_published_snapshot
No component moved since the previous snapshot.
Where each number comes from
4 public recordsDays since last pushGithub days since last push · observed Jul 27, 2026, 3:24 AM UTC0 days100% confidence
- Source
- GitHub REST API
- Grade
- A
- Freshness
- fresh
- Locator
{"fields":["stargazers_count","forks_count","open_issues_count","pushed_at"],"nodeId":"R_kgDOJVxJug","endpoint":"/repos/langgenius/dify","repositoryId":626805178}
GitHub forksGithub forks · observed Jul 27, 2026, 3:24 AM UTC23,687 forks100% confidence
- Source
- GitHub REST API
- Grade
- A
- Freshness
- fresh
- Locator
{"fields":["stargazers_count","forks_count","open_issues_count","pushed_at"],"nodeId":"R_kgDOJVxJug","endpoint":"/repos/langgenius/dify","repositoryId":626805178}
Open issues and pull requestsGithub open issues and pulls · observed Jul 27, 2026, 3:24 AM UTC990 items100% confidence
- Source
- GitHub REST API
- Grade
- A
- Freshness
- fresh
- Locator
{"fields":["stargazers_count","forks_count","open_issues_count","pushed_at"],"nodeId":"R_kgDOJVxJug","endpoint":"/repos/langgenius/dify","repositoryId":626805178}
GitHub starsGithub stars · observed Jul 27, 2026, 3:24 AM UTC150,344 stars100% confidence
- Source
- GitHub REST API
- Grade
- A
- Freshness
- fresh
- Locator
{"fields":["stargazers_count","forks_count","open_issues_count","pushed_at"],"nodeId":"R_kgDOJVxJug","endpoint":"/repos/langgenius/dify","repositoryId":626805178}
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