LLM inference optimization: techniques that actually reduce latency and cost | Runpod BlogBy Runpod Blog. / March 18, 2026 Learn how to reduce LLM inference costs and latency using quantization, vLLM, SGLang, and speculative decoding without upgrading your hardware.