{
  "date": "2026-09-30",
  "run": "20260930T202220677Z-d32474be-qwen4b-vs-qwen9b-educator-nonthinking",
  "models": [
    "OpenVINO/Qwen3.5-4B-int4-ov",
    "OpenVINO/Qwen3.5-9B-int4-ov"
  ],
  "method": "One A/B pass; four educator tasks per model. Temperature 0, max_tokens 2048, nonstreamed, thinking disabled. Effective answer-generation parameter parity was checked in the archived observer records. Tools and retrieved payloads can differ by model.",
  "interpretation": "4B was faster in each case. 9B passed two complete machine-check sets, 4B none. Human grounding review remains required. These are tool-assisted historical workflows, not timings of the current guided application."
}