Inference Engine Performance: vLLM vs. Ollama (Tokens/Sec)

vLLM

Ollama

vLLM demonstrates superior scalability, maintaining high throughput even as concurrent user requests increase, whereas Ollama struggles to scale beyond single-digit concurrency.

Data sources: Red Hat Developers, Medium (Robert McDermott), LM Cache Blog