# Nomic AI — developer ecosystem report

> democratizing access to powerful artificial intelligence

- GitHub org: `nomic-ai`
- Category: ai
- Overall score: 49.0 / 100
- Overall rank: #231
- Last refreshed: 2026-08-20

## Pillar scores

| Pillar | Score / 100 | Rank | Weight in overall |
| --- | --- | --- | --- |
| Code & Polish | 49.0 | #468 | ~22% |
| Education | 79.0 | #122 | ~18% |
| AI readiness | 47.0 | #214 | part of Reach |
| Builder experience | 0.0 | #1 | ~12% |
| Community | 46.0 | #227 | ~16% |
| Reach | 53.0 | #262 | ~18% |
| Momentum | 20.0 | #640 | ~14% |

## Links

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

## Public GitHub totals

| Metric | Value |
| --- | --- |
| Repos analyzed | 12 |
| Stars | 84,830 |
| Forks | 9,197 |
| Open issues | 1,074 |
| Contributors | — |

## Top repositories

| Repo | Stars | Language | Description |
| --- | --- | --- | --- |
| [gpt4all](https://github.com/nomic-ai/gpt4all) | 77,413 | C++ | GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. |
| [nomic](https://github.com/nomic-ai/nomic) | 1,880 | Python | Nomic Developer API SDK |
| [gpt4all-chat](https://github.com/nomic-ai/gpt4all-chat) | 1,257 | C++ | gpt4all-j chat |
| [deepscatter](https://github.com/nomic-ai/deepscatter) | 1,157 | TypeScript | Zoomable, animated scatterplots in the browser that scales over a billion points |
| [pygpt4all](https://github.com/nomic-ai/pygpt4all) | 1,010 | C++ | Official supported Python bindings for llama.cpp + gpt4all |
| [contrastors](https://github.com/nomic-ai/contrastors) | 800 | Python | Train Models Contrastively in Pytorch |
| [gpt4all-datalake](https://github.com/nomic-ai/gpt4all-datalake) | 398 | Python | API to the GPT4All Datalake |
| [gpt4all-ts](https://github.com/nomic-ai/gpt4all-ts) | 398 | TypeScript | gpt4all and llama typescript bindings |
| [semantic-search-app-template](https://github.com/nomic-ai/semantic-search-app-template) | 115 | Python | Tutorial and template for a semantic search app powered by the Atlas Embedding Database, Langchain, OpenAI and FastAPI |
| [aec-bench](https://github.com/nomic-ai/aec-bench) | 84 | Shell | AEC Bench: A Multimodal Benchmark for Agentic Systems in Architecture, Engineering, and Construction |
| [llama.cpp](https://github.com/nomic-ai/llama.cpp) | 57 | C++ | llama.cpp fork used by GPT4All |
| [kompute](https://github.com/nomic-ai/kompute) | 52 | C++ | General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NV |

## Methodology

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

---

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