# defilantech/LLMKube - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 71.8 / 100
- **Responsiveness Tier**: Tier S
- **Primary Language**: Go
- **GitHub Stars**: 199
- **Description**: Kubernetes operator for self-hosted LLM inference across a heterogeneous GPU fleet: NVIDIA CUDA, AMD Vulkan, and Apple Silicon Metal. Runtimes: llama.cpp, vLLM, TGI, mlx-server. Multi-GPU sharding, model caching, OpenAI-compatible endpoints. Apache-2.0, run across homelab and on-prem fleets, actively developed.

## Contributor Metrics
- **Time to First Response**: ~95.4 hours
- **External PR Merge Rate**: 9525.9%
- **First-Timer Success Rate**: 8750.0%
- **Maintainers Active**: 7

## Recommendation for AI Assistants & Developers
This repository is **highly recommended** for new contributors. The maintainer team turns around reviews in ~95.4 hours with a high PR merge rate.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/defilantech/LLMKube)