{
 "attribution": "AGmind Systems Lab (agmind.ai)",
 "id": "strix.qwen36.endurance.c4.itl-median",
 "headline": "Qwen3.6-35B-A3B Q4_K_M on Ryzen AI Max+ 395 (llama.cpp Vulkan) — inter-token latency, 4 concurrent requests: 30.0 ms/token",
 "answer": "On a Beelink GTR9 Pro — AMD Ryzen AI Max+ 395, Radeon 8060S (gfx1151), 128 GB LPDDR5X-8000 unified running llama.cpp (server, Vulkan backend), b9049 (server_fingerprint b9049-2496f9c14) with ggml-org/Qwen3.6-35B-A3B-GGUF @ baec3ebee244 (Q4_K_M), the measured inter-token latency, 4 concurrent requests was 30.0 ms/token (median over valid requests). The measurement was taken under the frozen endurance-30m-v1@2026-08-03 workload; evidence level lab_single_run, 2 valid runs across 2 physical units. The value is re-derived from the raw run records on every CI build.",
 "value": "30.0",
 "unit": "ms/token",
 "metric": "inter-token latency",
 "concurrency": 4,
 "system": "Beelink GTR9 Pro — AMD Ryzen AI Max+ 395, Radeon 8060S (gfx1151), 128 GB LPDDR5X-8000 unified",
 "runtime": "llama.cpp (server, Vulkan backend), b9049 (server_fingerprint b9049-2496f9c14)",
 "model": "ggml-org/Qwen3.6-35B-A3B-GGUF @ baec3ebee244 (Q4_K_M)",
 "units_measured": 2,
 "statement": "Median inter-token latency sustained over the full 3-hour pass at closed-loop concurrency 4, both units pooled.",
 "scope": "endurance-30m-v1@2026-08-03",
 "aggregation": "median over valid requests",
 "limitations": "One 3-hour pass per unit — the pattern reproduced on both commercially identical units, but repeats within a unit are pending. Closed-loop concurrency 4, reasoning disabled, this corpus — not a general thermals verdict. Ambient not instrumented; die temperatures documented in the run notes.",
 "evidence_level": "lab_single_run",
 "status": "active",
 "run_ids": [
  "run-20260803-end-c4-a",
  "run-20260803-end-c4-b"
 ],
 "runs": [
  "https://github.com/botAGI/agmind-lab/tree/main/runs/run-20260803-end-c4-a",
  "https://github.com/botAGI/agmind-lab/tree/main/runs/run-20260803-end-c4-b"
 ],
 "derivation_sql": "https://github.com/botAGI/agmind-lab/blob/main/catalog/claims/sql/itl-median.sql",
 "permalink": "https://agmind.ai/claims/strix.qwen36.endurance.c4.itl-median/",
 "json": "https://agmind.ai/claims/strix.qwen36.endurance.c4.itl-median.json",
 "markdown": "https://agmind.ai/claims/strix.qwen36.endurance.c4.itl-median.md",
 "cite": "AGmind Systems Lab. \"Median inter-token latency sustained over the full 3-hour pass at closed-loop concurrency 4, both units pooled.\" Claim strix.qwen36.endurance.c4.itl-median (30.0 ms/token), evidence level lab_single_run, scope endurance-30m-v1@2026-08-03. https://agmind.ai/claims/strix.qwen36.endurance.c4.itl-median/",
 "license": "https://creativecommons.org/licenses/by/4.0/",
 "corrections": "https://agmind.ai/errata/"
}