Back to reviews
Ship
Ship
Ship
vLLM
High-throughput LLM serving engine
vLLM is a high-throughput, memory-efficient LLM inference engine with PagedAttention. The standard for self-hosted LLM serving with continuous batching and speculative decoding.
Panel Reviews
The Builder
Developer Perspective
“PagedAttention is a breakthrough for inference efficiency. The standard for production self-hosted LLM serving.”
The Skeptic
Reality Check
“If you're self-hosting LLMs, vLLM is the obvious choice. Battle-tested and actively maintained.”
The Futurist
Big Picture
“Self-hosted inference will remain important for latency, cost, and privacy. vLLM is the infrastructure layer.”