What is Cognitora Inference?
Cognitora Inference is an open-source orchestration layer written in Rust that joins engines like vLLM, SGLang, llama.cpp and MLX into one distributed cluster. It routes requests to nodes with cached prefixes and runs on bare metal or Kubernetes. It is aimed at teams serving large language models on their own hardware.
Key facts
- Pricing
- Open source
- Category
- Coding
- Listing updated
- Nov 11, 2026
Cognitora Inference FAQ
What is Cognitora Inference?
Cognitora Inference is an open-source orchestration layer written in Rust that joins engines like vLLM, SGLang, llama.cpp and MLX into one distributed cluster. It routes requests to nodes with cached prefixes and runs on bare metal or Kubernetes. It is aimed at teams serving large language models on their own hardware.
What does Cognitora Inference cost?
Cognitora Inference pricing is listed as Open source.
What are alternatives to Cognitora Inference?
Coding alternatives to Cognitora Inference include GitHub Copilot, Together AI, Baseten, Straion, Cursor and Pinecone.