{
 "attribution": "AGmind Systems Lab (agmind.ai)",
 "id": "strix.qwen36.interactive2.c1.reasoning-share-4k",
 "headline": "Qwen3.6-35B-A3B Q4_K_M on Ryzen AI Max+ 395 (llama.cpp Vulkan) — share of output characters spent on reasoning: 86.5 %",
 "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 share of output characters spent on reasoning was 86.5 % (median over valid requests of reasoning characters as a share of all output characters). The measurement was taken under the frozen interactive-assistant-v2@2026-08-02 workload; evidence level lab_unit_replicated, 6 valid runs across 2 physical units. The value is re-derived from the raw run records on every CI build.",
 "value": "86.5",
 "unit": "%",
 "metric": "share of output characters spent on reasoning",
 "concurrency": 1,
 "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 share of the generated output that the model spent on the reasoning block rather than on the visible answer, counted in characters, with reasoning enabled at a 4096-token budget, human-task corpus.",
 "scope": "interactive-assistant-v2@2026-08-02",
 "aggregation": "median over valid requests of reasoning characters as a share of all output characters",
 "limitations": "Three repeated runs across two commercially identical units — diagnostic depth, not a cross-unit qualification. Counted in characters, not tokens: reasoning and answer text tokenize differently, so this is a proxy for how the token budget was spent, not the spend itself. Requests whose reasoning consumed the whole budget and left no answer are excluded here and counted by the answerless claim at the same 4096-token budget, which reads the same six runs — read the two together.",
 "evidence_level": "lab_unit_replicated",
 "status": "active",
 "published": "2026-09-02",
 "last_changed": "2026-09-02",
 "run_ids": [
  "run-20260802-v2-budget4k-a",
  "run-20260802-v2-budget4k-a-r2",
  "run-20260802-v2-budget4k-a-r3",
  "run-20260803-v2-budget4k-b",
  "run-20260803-v2-budget4k-b-r2",
  "run-20260803-v2-budget4k-b-r3"
 ],
 "runs": [
  "https://github.com/botAGI/agmind-lab/tree/main/runs/run-20260802-v2-budget4k-a",
  "https://github.com/botAGI/agmind-lab/tree/main/runs/run-20260802-v2-budget4k-a-r2",
  "https://github.com/botAGI/agmind-lab/tree/main/runs/run-20260802-v2-budget4k-a-r3",
  "https://github.com/botAGI/agmind-lab/tree/main/runs/run-20260803-v2-budget4k-b",
  "https://github.com/botAGI/agmind-lab/tree/main/runs/run-20260803-v2-budget4k-b-r2",
  "https://github.com/botAGI/agmind-lab/tree/main/runs/run-20260803-v2-budget4k-b-r3"
 ],
 "derivation_sql": "https://github.com/botAGI/agmind-lab/blob/main/catalog/claims/sql/reasoning-share-4k.sql",
 "permalink": "https://agmind.ai/claims/strix.qwen36.interactive2.c1.reasoning-share-4k/",
 "cited_on": [
  "https://agmind.ai/measured/qwen3-6-35b-a3b-q4-k-m-on-ryzen-ai-max-395/"
 ],
 "json": "https://agmind.ai/claims/strix.qwen36.interactive2.c1.reasoning-share-4k.json",
 "markdown": "https://agmind.ai/claims/strix.qwen36.interactive2.c1.reasoning-share-4k.md",
 "quote": "Qwen3.6-35B-A3B Q4_K_M on Ryzen AI Max+ 395 (llama.cpp Vulkan): share of output characters spent on reasoning — 86.5 % (median over valid requests of reasoning characters as a share of all output characters; 6 runs on 2 units; evidence level lab_unit_replicated; workload interactive-assistant-v2@2026-08-02).",
 "cite": "AGmind Systems Lab. Qwen3.6-35B-A3B Q4_K_M on Ryzen AI Max+ 395 (llama.cpp Vulkan): share of output characters spent on reasoning — 86.5 % (median over valid requests of reasoning characters as a share of all output characters; 6 runs on 2 units; evidence level lab_unit_replicated; workload interactive-assistant-v2@2026-08-02). Claim strix.qwen36.interactive2.c1.reasoning-share-4k. https://agmind.ai/claims/strix.qwen36.interactive2.c1.reasoning-share-4k/",
 "changes_feed": "https://agmind.ai/claims/changes.xml",
 "license": "https://creativecommons.org/licenses/by/4.0/",
 "corrections": "https://agmind.ai/errata/"
}