🔧 10 Best vLLM Alternatives for LLM Inference in Production (2026)

You're running vLLM in production. The PagedAttention paper impressed you, the benchmarks looked great, and the OpenAI-compatible API made migration easy.

Then reality hit.

Maybe it's the CUDA out-of-memory errors that appear randomly under load. Maybe it's the fact that your 24GB RTX 4090 can barely run a 13B model while Reddit users claim...