{
 "date": "2026-10-14",
 "api": "AI Builder Space, temperature 0",
 "bundle_memos": [
  "W01",
  "W07",
  "W10",
  "W12",
  "W16",
  "W17"
 ],
 "bundle_words": 328,
 "gemini-3.8-flash": {
  "typed_words": [
   328,
   5,
   3,
   6,
   5,
   4,
   5,
   9
  ],
  "billed_input_tokens": [
   418,
   692,
   754,
   770,
   817,
   871,
   899,
   962
  ],
  "turn8_answer": "**Saoirse**",
  "no_history": {
   "billed_input_tokens": 24,
   "answer": "I don't have access to your team or company information. Could you provide more context or check your internal team directory?",
   "answered": false
  }
 },
 "deepseek-v4.1-flash": {
  "typed_words": [
   328,
   5,
   3,
   6,
   5,
   4,
   5,
   9
  ],
  "billed_input_tokens": [
   8216,
   1253,
   1385,
   1404,
   1451,
   1520,
   1559,
   1630
  ],
  "turn8_answer": "**Saoirse** handles deployment.",
  "no_history": {
   "billed_input_tokens": 434,
   "answer": "I don't have any information about your colleagues or team. I can't look up internal personnel details—I only have access to web search, which won't cover your organization's private information.\n\nTo find out who handles deployment, you could check:\n- Your team's documentation or onboarding wiki\n- The deployment/CI-CD config files (often list maintainers)\n- Your team chat or org chart\n- Asking directly in your team channel\n\nIf you share some context (e.g., a public repo or docs), I can help you search for it.",
   "answered": false
  },
  "turn1_note": "inflated by a server-side web-search round on the gateway (inference, see README); turn-1 repeats billed 8127/13866/8174; turns 2-8 are the comparable series"
 },
 "hi_baseline_reused_from_zh": {
  "grok-4-fast": 185,
  "gpt-5": 7,
  "gemini-3.8-flash": 2,
  "deepseek-v4.1-flash": 415
 },
 "hi_reconfirmed_2026_10_14": {
  "gemini-3.8-flash": 2,
  "deepseek-v4.1-flash": 415
 },
 "probes": {
  "zh_turn1": {
   "deepseek-v4.1-flash": 751,
   "gemini-3.8-flash": 361
  },
  "en_W01_only": {
   "deepseek-v4.1-flash": 8220,
   "gemini-3.8-flash": 99
  },
  "en_short_question": {
   "deepseek-v4.1-flash": 430,
   "gemini-3.8-flash": 19
  }
 },
 "dsh": {
  "model": "DeepSeek V4.1 Flash (Ollama Cloud) via DSH web",
  "turns": [
   {
    "turn": 1,
    "typed_words": 343,
    "typed_chars": 1826,
    "turn_usage": "18.4K",
    "session_tokens": "18.4K",
    "cache_hit_pct": "66",
    "meter": "2% of context used"
   },
   {
    "turn": 2,
    "typed_words": 5,
    "typed_chars": 30,
    "turn_usage": "18.7K",
    "session_tokens": "37.1K",
    "cache_hit_pct": "83",
    "meter": "2% of context used"
   },
   {
    "turn": 3,
    "typed_words": 3,
    "typed_chars": 23,
    "turn_usage": "18.8K",
    "session_tokens": "55.9K",
    "cache_hit_pct": "88",
    "meter": "2% of context used"
   },
   {
    "turn": 4,
    "typed_words": 6,
    "typed_chars": 23,
    "turn_usage": "19K",
    "session_tokens": "74.9K",
    "cache_hit_pct": "91",
    "meter": "2% of context used"
   },
   {
    "turn": 5,
    "typed_words": 4,
    "typed_chars": 24,
    "turn_usage": "19.1K",
    "session_tokens": "94K",
    "cache_hit_pct": "93",
    "meter": "2% of context used"
   },
   {
    "turn": 6,
    "typed_words": 9,
    "typed_chars": 56,
    "turn_usage": "19.2K",
    "session_tokens": "113K",
    "cache_hit_pct": "94",
    "meter": "2% of context used"
   }
  ],
  "last_answer_mentions_saoirse": true
 }
}