Inference Architecture & Latency Arbitrage Lab

Enterprise Autonomous Agent Dynamic Speculative Decoding & Latency Arbitrage Simulator

Simulate and benchmark LLM speculative decoding architectures. Compare monolithic autoregressive decoding against static draft horizons and sovereign dynamic speculative tree sampling for 2.85x speedup and sub-17ms token latency.

Decoding Architectural Divergence Matrix

  • Standard Autoregressive Decoding: 48ms/token latency, 34.0% HBM bandwidth efficiency, sequential memory bottlenecks.
  • Static Draft Speculation (K=4): 33.1ms/token latency, 54.0% token acceptance rate, high draft-rejection thrashing.
  • Elesium Dynamic Speculative Decoding: 16.8ms/token latency, 88.4% token acceptance rate, 2.85x end-to-end acceleration, 92.4% memory bus efficiency.