{
  "board": "AX7020",
  "date": "2026-05-09",
  "version": "v0.33-D",
  "clock_assumption": "100 MHz, approximately 10 ns per cycle, per interpretation document",
  "metric": "RV64 cycles from csrr cycle",
  "profiles": [
    "STATE",
    "SYNC",
    "AGENT"
  ],
  "columns": [
    "software",
    "atomik_direct",
    "atomik_batched",
    "atomik_profile"
  ],
  "row_count": 9,
  "primary_interpretation": "wins when batching/coalescing/personality rules apply; naive direct hardware can lose",
  "headline_context": {
    "row": "8 regs / 64 ops / STATE",
    "software_cycles": 8800,
    "atomik_profile_cycles": 6406,
    "speedup_profile_vs_software": 1.3737,
    "coalescing_context": "64 logical ops collapsed to 4 emitted hardware ops in the profiled STATE row",
    "caveat": "workload-specific; not a universal speedup claim"
  },
  "known_limitations": [
    "SYNC repeat limitation: current matrix does not exercise inter-batch unchanged-state skipping",
    "AGENT small-workload overhead: relevance sort overhead dominates small workloads",
    "first-run lazy mmap overhead can affect direct hardware timing in the smallest row",
    "AX7020 matrix is not customer workload validation"
  ],
  "safe_public_claim": "The AX7020 matrix shows workload-specific behavior, including wins when batching/coalescing is used and losses in other paths."
}