ray alternatives
Tools that could take the place of ray, ranked by the stacks builders put them in rather than by stars alone.
Other runtimes in the runchr registry that do the work of ray — a tool somebody pairs with it ranks above a more popular stranger. Read the ray page or browse every runtimes.
Run and manage AI workloads across clouds, Kubernetes, and Slurm.
AI-native proxy server and data plane for agentic apps with LLM routing.
CLI proxy that compresses shell command output before it reaches an LLM.
Extensible multi-platform HTTP/1-2-3 web server with automatic HTTPS.
Optimized inference runtime for LLMs and visual gen models on NVIDIA GPUs.
Self-host open-source LLMs as OpenAI-compatible API endpoints.
Python framework for serving AI models and LLM apps as production APIs.
Datacenter-scale distributed inference serving framework for LLMs and diffusion
Toolkit for compressing, deploying, and serving LLMs with TurboMind and PyTorch
Kubernetes platform for deploying and serving generative and predictive AI
GPU cluster manager that orchestrates vLLM, SGLang, and TensorRT-LLM for model
PaddlePaddle inference and serving toolkit for LLMs and VLMs.