Ollama vs vLLM vs SGLang: choosing an inference engine by workload
Ollama, vLLM and SGLang all expose an OpenAI-compatible API, so swapping them looks free. Under the hood they schedule requests and manage GPU memory very differently. We compare the queueing, batching and caching models and show how to measure which one fits your traffic.