# glhf

**Canonical:** https://apis.io/providers/glhf-chat/  
**Website:** https://glhf.chat  
**APIs profiled:** 2

glhf (glhf.chat) runs almost any open-source large language model on demand through an auto-scaling GPU scheduler built on vLLM. Any Hugging Face repository can be served by passing its identifier as hf:org/model to an OpenAI-compatible REST API, giving access to models like Llama, Qwen, and Mixtral without self-hosting.

## Kin Score — 38.5 / 100 (thin)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 38.5).

| Facet | Score |
|---|---|
| Discoverability | 68.5 |
| Contract Quality | 68.2 |
| Governance | 11.4 |
| Contract Governance | 11.4 |
| Operational Transparency | 31.6 |
| Developer Ergonomics | 16.7 |
| Commercial Clarity | 28.9 |
| Access Clarity | 28.9 |

## Agent readiness — 43.2 (agent-ready)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | verified |
| OpenAPI Examples | verified |
| Rate Limit Signal | documented |
| Event Surface Described | derived |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Free · Self-serve signup — onboarding: self-serve, pricing: free, trial: no (confidence: high).

## APIs (2)

- **glhf Chat API** — The Chat API from glhf — 1 operation(s) for chat.
- **glhf Models API** — The Models API from glhf — 1 operation(s) for models.

## Agentic access (1)

- **Glhf Chat Agentic Access** — 2 operations · 1 acting

## Security (2)

- **Glhf Chat Authentication** — http · 1 scheme
- **Glhf Chat Domain Security** — TLSv1.3

## Plans (1)

- **Glhf Chat Plans Pricing**

## Tags

Artificial Intelligence, LLM, Inference, Open Source Models, Hugging Face

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/glhf-chat/). Scores are computed from the provider's own public artifacts under a published rubric.