TOOLS / INFRASTRUCTURE & COMPUTE / TOOL #52

Enterprise LLM KV Cache Prefix Caching & Radix Attention Simulator

Simulate Radix tree KV reuse, zero-copy memory page sharing, and prefill compute elimination across high-concurrency multi-agent clusters. Quantify TTFT latency acceleration, redundant VRAM savings, and annual FinOps payback.

Radix Tree Prefix Caching Execution Profile

Simulate shared system prompt and RAG context reuse across NVIDIA H100 and Blackwell clusters for Llama-3 70B and DeepSeek-R1 671B MoE architectures.

Prefix Hit Rate: Up to 99.2%
Prefill Latency Cut: -85% TTFT
Zero-Copy Memory: Sub-30ms SLA