acceptance rate

Trace an accepted prefix, a rejection and the correction token; derive emitted progress and compare it with a measured round cost.

Compare proposal methods by committed output over complete round time, with explicit sampling guarantees and target compatibility.

Compare committed output per complete draft-and-verify cycle with ordinary decoding. Derive the acceptance-length model, separate it from engine counters, and test latency, goodput and memory across the actual workload.

Compare the output of a speculative round with drafting and verification cost. Work the break-even condition, then design a measured rollout with memory and correctness checks.

Derive and simulate speculative output counts, then compare them with explicitly assumed or measured round costs.