# Qodo — developer ecosystem report

- GitHub org: `Codium-ai`
- Category: ai
- Overall score: 42.0 / 100
- Overall rank: #417
- Last refreshed: 2026-08-22

## Pillar scores

| Pillar | Score / 100 | Rank | Weight in overall |
| --- | --- | --- | --- |
| Code & Polish | 34.0 | #899 | ~22% |
| Education | 61.0 | #540 | ~18% |
| AI readiness | 61.0 | #79 | part of Reach |
| Builder experience | 0.0 | #1 | ~12% |
| Community | 39.0 | #364 | ~16% |
| Reach | 47.0 | #368 | ~18% |
| Momentum | 34.0 | #430 | ~14% |

## Links

- GitHub: https://github.com/Codium-ai
- Website: https://www.qodo.ai
- Docs: https://docs.qodo.ai

## Public GitHub totals

| Metric | Value |
| --- | --- |
| Repos analyzed | 12 |
| Stars | 4,530 |
| Forks | 404 |
| Open issues | 419 |
| Contributors | — |

## Top repositories

| Repo | Stars | Language | Description |
| --- | --- | --- | --- |
| [AlphaCodium](https://github.com/Codium-ai/AlphaCodium) | 3,966 | Python | Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering"" |
| [codiumai-vscode-release](https://github.com/Codium-ai/codiumai-vscode-release) | 313 | — | — |
| [ai-collection](https://github.com/Codium-ai/ai-collection) | 113 | — | The Generative AI Landscape - A Collection of Awesome Generative AI Applications |
| [codiumai-jetbrains-release](https://github.com/Codium-ai/codiumai-jetbrains-release) | 68 | — | — |
| [codium-code-examples](https://github.com/Codium-ai/codium-code-examples) | 25 | — | — |
| [codium-token-minimization](https://github.com/Codium-ai/codium-token-minimization) | 19 | Python | — |
| [litellm](https://github.com/Codium-ai/litellm) | 9 | Python | Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace |
| [gradle-cover-agent](https://github.com/Codium-ai/gradle-cover-agent) | 5 | Java | The Gradle Cover Agent Plugin is designed to help you increase code coverage in your Java projects. It integrates with G |
| [AI-Maintainer](https://github.com/Codium-ai/AI-Maintainer) | 5 | Python | AI PR reviewer system |
| [codiumate-docs](https://github.com/Codium-ai/codiumate-docs) | 2 | HTML | Documentation dedicated to Codiumate product |
| [benchmark-react-shopping-cart](https://github.com/Codium-ai/benchmark-react-shopping-cart) | 2 | — | 🛍️ Simple ecommerce cart application built with Typescript and React |
| [istio](https://github.com/Codium-ai/istio) | 1 | — | Connect, secure, control, and observe services. |

## 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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HTML version: https://www.smoower.com/codium-ai
Machine index: https://www.smoower.com/llms.txt · MCP server: https://www.smoower.com/mcp · REST API: https://www.smoower.com/api/v1