Qwen3.6-35B-A3B Q4_K_M on Ryzen AI Max+ 395 (llama.cpp Vulkan) — end-to-end time with reasoning on: 14677 ms

The measurement

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 end-to-end time with reasoning on was 14677 ms (median over valid requests). The measurement was taken under the frozen structured-agent-v1@2026-08-03 workload; evidence level lab_repeated, 3 valid runs across 1 physical unit. The value is re-derived from the raw run records on every CI build.

Statement

Median end-to-end time to a complete strict-JSON answer with reasoning enabled at a 4096-token budget.

Evidence

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 artifact

ggml-org/Qwen3.6-35B-A3B-GGUF @ baec3ebee244 (Q4_K_M)

Scope

structured-agent-v1@2026-08-03

Aggregation

median over valid requests

Evidence level

lab_repeated

Status

active

Limitations

Three repeated runs on one unit. Deterministic short tasks with closed label sets — no tool execution, no sandbox. Concurrency 1 only.

Runs

• run-20260803-sa-think4k-a
• run-20260803-sa-think4k-a-r2
• run-20260803-sa-think4k-a-r3

Derivation

The value is re-derived from the raw run records by this query on every CI build — a published number cannot silently drift from its evidence.

catalog/claims/sql/e2e-thinking-vs-not.sql

Cite this claim

AGmind Systems Lab. "Median end-to-end time to a complete strict-JSON answer with reasoning enabled at a 4096-token budget." Claim strix.qwen36.structured.c1.e2e-think4k (14677 ms), evidence level lab_repeated, scope structured-agent-v1@2026-08-03. https://agmind.ai/claims/strix.qwen36.structured.c1.e2e-think4k/

@misc{agmind_strix_qwen36_structured_c1_e2e_think4k,
  author       = {{AGmind Systems Lab}},
  title        = {Median end-to-end time to a complete strict-JSON answer with reasoning enabled at a 4096-token budget.},
  howpublished = {\url{https://agmind.ai/claims/strix.qwen36.structured.c1.e2e-think4k/}},
  note         = {Claim strix.qwen36.structured.c1.e2e-think4k: 14677 ms; evidence level lab\_repeated; scope structured-agent-v1@2026-08-03},
  year         = {2026}
}

Machine-readable: /claims/strix.qwen36.structured.c1.e2e-think4k.json · full registry