# Guild AI — developer ecosystem report

- GitHub org: `guildai`
- Category: ai
- Overall score: 31.0 / 100
- Overall rank: #726
- Last refreshed: 2026-08-19

## Pillar scores

| Pillar | Score / 100 | Rank | Weight in overall |
| --- | --- | --- | --- |
| Code & Polish | 34.0 | #900 | ~22% |
| Education | 74.0 | #215 | ~18% |
| AI readiness | 41.0 | #312 | part of Reach |
| Builder experience | 0.0 | #1 | ~12% |
| Community | 28.0 | #555 | ~16% |
| Reach | 15.0 | #949 | ~18% |
| Momentum | 0.0 | #917 | ~14% |

## Links

- GitHub: https://github.com/guildai
- Website: https://guild.ai
- Docs: https://docs.guild.ai

## Public GitHub totals

| Metric | Value |
| --- | --- |
| Repos analyzed | 12 |
| Stars | 1,006 |
| Forks | 111 |
| Open issues | 255 |
| Contributors | — |

## Top repositories

| Repo | Stars | Language | Description |
| --- | --- | --- | --- |
| [guildai](https://github.com/guildai/guildai) | 905 | Python | Experiment tracking, ML developer tools |
| [_guild-legacy](https://github.com/guildai/_guild-legacy) | 54 | HTML | Legacy code for Guild's original implementation in Erlang |
| [guildai-r](https://github.com/guildai/guildai-r) | 19 | R | Track machine learning experiments |
| [_examples](https://github.com/guildai/_examples) | 12 | Python | Guild AI project examples |
| [tensorflow-patterns](https://github.com/guildai/tensorflow-patterns) | 9 | JavaScript | Collection of software patterns for TensorFlow projects |
| [_guild-python-legacy](https://github.com/guildai/_guild-python-legacy) | 3 | HTML | Legacy code for Guild's rewrite in Python |
| [packages](https://github.com/guildai/packages) | 3 | Python | Guild AI package definitions |
| [amazing-results-project](https://github.com/guildai/amazing-results-project) | 1 | Python | Source for AMAZING model. |
| [issue-resolution](https://github.com/guildai/issue-resolution) | 0 | Python | Sample code that reproduces and helps resolve Guild AI issues |
| [ww2-guild-ai](https://github.com/guildai/ww2-guild-ai) | 0 | HTML | — |
| [guildai-applied](https://github.com/guildai/guildai-applied) | 0 | Jupyter Notebook | — |
| [guildai-view](https://github.com/guildai/guildai-view) | 0 | TypeScript | — |

## Methodology

Scores are computed from public signals only (GitHub, package registries, docs sites, community platforms). Pillar definitions: https://www.smoower.com/docs.md

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