{
  "protocol_notes": {
    "cpu_only": true,
    "model": "Qwen3.5-0.8B Q8_0",
    "carrier": "APEIRON_F32_CARRIER=1; Q8Act kernels",
    "rounds_per_run": 5,
    "llama_threads": [
      8,
      16,
      24,
      32
    ],
    "baseline": "best llama thread count separately per metric and round",
    "timing": "Prefill and decode are independent benchmarks. Apeiron prefill uses the recorded prompt IDs; llama-bench uses synthetic IDs of the same count. Apeiron decode is 64 greedy steps from position zero, not a continuation after the prefill benchmark. This is a throughput comparison, not an identical-output comparison.",
    "runtime_revision": "04d206013f70f245dfdaf2619c0b1846d10b9922",
    "main_merge": "01de89d020954897f48e9863f806ac9df0bbf5af"
  },
  "runs": [
    {
      "label": "w6e-vs-llama-r3",
      "prompt_tokens": 200,
      "decode_steps": 64,
      "recorded_utc": "2026-09-30T19:14:07+00:00",
      "metrics": {
        "pp": {
          "apeiron_median_tps": 1227.4278172408094,
          "llama_median_tps": 560.387235,
          "paired_ratio_median": 2.1653232770727455,
          "paired_ratio_range": [
            2.108017133749736,
            2.28285470689735
          ]
        },
        "tg": {
          "apeiron_median_tps": 88.99334804480516,
          "llama_median_tps": 50.383603,
          "paired_ratio_median": 1.7608604609048073,
          "paired_ratio_range": [
            1.5237516010613303,
            1.7745698698346466
          ]
        }
      }
    },
    {
      "label": "w7-q35r2-pp512",
      "prompt_tokens": 512,
      "decode_steps": 64,
      "recorded_utc": "2026-09-30T19:56:00+00:00",
      "metrics": {
        "pp": {
          "apeiron_median_tps": 1188.649542798722,
          "llama_median_tps": 453.90197,
          "paired_ratio_median": 2.449468478058221,
          "paired_ratio_range": [
            2.3027848454102404,
            2.791635051321719
          ]
        },
        "tg": {
          "apeiron_median_tps": 85.86831065483047,
          "llama_median_tps": 51.037088,
          "paired_ratio_median": 1.6824688480430245,
          "paired_ratio_range": [
            1.5450772888915598,
            1.7862312966400005
          ]
        }
      }
    }
  ]
}