{
 "generated": "2026-10-27T16:41:01+0100",
 "note": "Public copy of the 2026-10-27 benchmark results (2x RTX 3090, Strata engine 0.1.48 / llama.cpp b11699, GPU unlock active). One object per arm per test per metric. INVALID (finish_reason=length, empty answer, transport error) is never counted as FAIL; NOT_MEASURED means not measured, with reason. Host-internal fields (paths, addresses, service names) removed.",
 "arms": {
  "strata-iq3s-live": "Fleet standard Strata IQ3_S (SC117 abliterated), LIVE production instance before the window, reduced quality pass (max_tokens 512, 4-min cap) - not comparable with window arms",
  "strata-iq3s-ctrl": "Strata IQ3_S cold control, same files as production, shipped expert profile, production args, 2 GPUs",
  "strata-q2_0": "Strata SC117 Q2_0 (2.40 bpw), 2 GPUs",
  "strata-iq3xxs": "Strata SC117 IQ3_XXS (3.00 bpw), 2 GPUs",
  "strata-iq2xs": "Strata SC117 IQ2_XS (2.50 bpw), 2 GPUs (optional 4th ladder point)",
  "strata-ud-iq4xs": "Strata unsloth UD-IQ4_XS STOCK (not abliterated), RAM budget 40 GiB + NVMe streaming, 1 GPU, slow profile (128-token decode runs)",
  "strata-iq3s-bookend": "Strata IQ3_S reloaded at the end of the Strata block, throughput only (drift check)",
  "strata-ista-iq3s-stock": "Strata ISTA-DASLab IQ3_S STOCK (not abliterated), 1 GPU beside a co-resident small model - speed not comparable with 2-GPU arms",
  "dense-27b-huihui": "Dense Qwen3.8-27B Huihui abliterated Q4_K_M, llama.cpp, no speculation, 1 GPU, 32k context (D1)",
  "dense-27b-huihui-mtp": "Dense 27B Huihui + llama.cpp draft-mtp n_max 3 (D2), throughput only",
  "dense-27b-stock-control": "Dense Qwen3.8-27B STOCK Q4_K_M, llama.cpp (D0)",
  "glm53-flash-autotrust-q2": "GLM-5.3-Flash autotrust Q2 (256 of 288 experts), llama.cpp, --n-cpu-moe 36, both GPUs, slow profile; vocabulary differs, tok/s not comparable",
  "refusal-q2_0-n44": "Refusal sample on Strata Q2_0 (44 adversarial + 44 control probes), judge = dense 27B (same family, itself abliterated); aggregates only"
 },
 "rows": [
  {
   "arm": "strata-iq3s-live",
   "test": "gate",
   "metric": "passed",
   "value": true,
   "unit": "bool",
   "condition": "idle gate before the arm",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
   "test": "engine",
   "metric": "expert_slots",
   "value": 6307,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
   "test": "engine",
   "metric": "arena_mib",
   "value": 47962,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
   "test": "engine",
   "metric": "spec",
   "value": 6,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
   "test": "engine",
   "metric": "mtp_max",
   "value": 4,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
   "test": "engine",
   "metric": "lookup",
   "value": 3,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
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   "unit": "ratio",
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   "invalid": 6,
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   "condition": "Exakte Antworten, Thinking AUS (50 Items, max_tokens 512, Deckel 4 min)",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
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   "metric": "chars_per_token",
   "value": 2.529,
   "unit": "chars/token",
   "condition": "from exact answers",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
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   "metric": "pass",
   "value": 6,
   "unit": "items",
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    "PASS": 6,
    "HTTP_400": 2
   },
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  },
  {
   "arm": "strata-iq3s-live",
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   "n": 8,
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    "PASS": 8
   },
   "condition": "Strukturierte Ausgabe, Schema nur im Prompt (Gewichte-Metrik)",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
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   "verdicts": {
    "PASS": 6
   },
   "condition": "Tool-Aufrufe (5 positiv, 1 negativ)",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
   "test": "vision",
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   "value": 2,
   "unit": "items",
   "n": 2,
   "status": "available",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
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    },
    {
     "length": "32k",
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    },
    {
     "length": "128k",
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    {
     "length": "128k",
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    {
     "length": "128k",
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  {
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   "unit": "tok/s",
   "condition": "fresh prompt tokens / wall, 32k",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
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   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-live",
   "test": "determinism",
   "metric": "sha256_equal",
   "value": false,
   "unit": "bool",
   "levenshtein": 78,
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  },
  {
   "arm": "strata-iq3s-ctrl",
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   "metric": "passed",
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   "condition": "idle gate before the arm",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-ctrl",
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   "metric": "expert_slots",
   "value": 6294,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-iq3s-ctrl",
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   "unit": "",
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   "arm": "strata-iq3s-ctrl",
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  {
   "arm": "strata-iq3s-ctrl",
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   "condition": "/metrics engine block",
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   "arm": "strata-iq3s-ctrl",
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   "metric": "decode_tok_s_median",
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   "condition": "cold, 3 runs x 512 tokens, single stream, temp 0, thinking off, nonce",
   "kind": "measured_by_us",
   "n": 6,
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   "arm": "strata-iq3s-ctrl",
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  {
   "arm": "strata-iq3s-ctrl",
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   "kind": "measured_by_us"
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  {
   "arm": "strata-iq3s-ctrl",
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   "test": "throughput_sb_warm",
   "metric": "prefill_tok_s_median_186_records",
   "value": 1214.8660921565024,
   "unit": "tok/s",
   "condition": "7849 prompt tokens (model tokens), fresh, nonce",
   "kind": "measured_by_us",
   "all": [
    1214.9,
    1212.5,
    1219.6,
    1212.8,
    1215.2
   ]
  },
  {
   "arm": "dense-27b-huihui-mtp",
   "test": "throughput_ab",
   "metric": "ttft_mid_s",
   "value": 4.27717598999152,
   "unit": "s",
   "condition": "mid 5085 / long 20135 model tokens, reps 1",
   "kind": "measured_by_us"
  },
  {
   "arm": "dense-27b-huihui-mtp",
   "test": "throughput_ab",
   "metric": "ttft_long_s",
   "value": 16.403901083991514,
   "unit": "s",
   "condition": "mid 5085 / long 20135 model tokens, reps 1",
   "kind": "measured_by_us"
  },
  {
   "arm": "dense-27b-huihui-mtp",
   "test": "throughput_ab",
   "metric": "prefill_slope_tok_s",
   "value": 1241.1,
   "unit": "tok/s",
   "condition": "mid 5085 / long 20135 model tokens, reps 1",
   "kind": "measured_by_us"
  },
  {
   "arm": "dense-27b-huihui-mtp",
   "test": "throughput_ab",
   "metric": "end_to_end_tok_s_incl_first_token_wait",
   "value": 40.9,
   "unit": "tok/s",
   "condition": "mid 5085 / long 20135 model tokens, reps 1",
   "kind": "measured_by_us"
  },
  {
   "arm": "dense-27b-huihui-mtp",
   "test": "throughput_ab",
   "metric": "queued4_aggregate_tok_s",
   "value": 45.8,
   "unit": "tok/s",
   "condition": "mid 5085 / long 20135 model tokens, reps 1",
   "kind": "measured_by_us"
  },
  {
   "arm": "dense-27b-huihui-mtp",
   "test": "throughput_ab",
   "metric": "cache_hit",
   "value": true,
   "unit": "bool",
   "condition": "mid 5085 / long 20135 model tokens, reps 1",
   "kind": "measured_by_us"
  },
  {
   "arm": "dense-27b-huihui-mtp",
   "test": "exact_off_5",
   "metric": "pass_rate_all",
   "value": 1.0,
   "unit": "ratio",
   "n": 5,
   "pass": 5,
   "invalid": 0,
   "not_measured": 0,
   "condition": "Exakte Antworten, 5 Items (Agreement gegen D1)",
   "kind": "measured_by_us"
  },
  {
   "arm": "dense-27b-huihui-mtp",
   "test": "exact_off_5",
   "metric": "chars_per_token",
   "value": 1.931,
   "unit": "chars/token",
   "condition": "from exact answers",
   "kind": "measured_by_us"
  },
  {
   "arm": "dense-27b-huihui-mtp",
   "test": "determinism",
   "metric": "sha256_equal",
   "value": true,
   "unit": "bool",
   "levenshtein": 0,
   "kind": "measured_by_us"
  },
  {
   "arm": "dense-27b-huihui-mtp",
   "test": "energy",
   "metric": "joules_per_1k_tokens_gross_throughput_sb_warm",
   "value": 7553.2,
   "unit": "J/1k tokens",
   "condition": "both GPUs, 200 ms samples, gross (idle not subtracted), GPU only",
   "kind": "measured_by_us"
  },
  {
   "arm": "dense-27b-huihui-mtp",
   "test": "energy",
   "metric": "joules_per_1k_tokens_gross_gate_idle_power",
   "value": null,
   "unit": "J/1k tokens",
   "condition": "both GPUs, 200 ms samples, gross (idle not subtracted), GPU only",
   "kind": "measured_by_us"
  },
  {
   "arm": "refusal-q2_0-n44",
   "test": "gate",
   "metric": "passed",
   "value": true,
   "unit": "bool",
   "condition": "idle gate before the arm",
   "kind": "measured_by_us"
  },
  {
   "arm": "refusal-q2_0-n44",
   "test": "engine",
   "metric": "expert_slots",
   "value": 5243,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "refusal-q2_0-n44",
   "test": "engine",
   "metric": "arena_mib",
   "value": 32400,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "refusal-q2_0-n44",
   "test": "engine",
   "metric": "spec",
   "value": 6,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "refusal-q2_0-n44",
   "test": "engine",
   "metric": "mtp_max",
   "value": 4,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "refusal-q2_0-n44",
   "test": "engine",
   "metric": "lookup",
   "value": 3,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "refusal-q2_0-n44",
   "test": "refusal",
   "metric": "summary",
   "value": {
    "status": "measured",
    "target": "sc117-q2_0 (Strata 1 GPU on GPU0 beside a co-resident small model, no vision, thinking off, max_tokens 384)",
    "judge_model": "qwen3.8-27b-huihui-q4km-mtp (llama.cpp D2 on GPU1)",
    "judge_same_family": true,
    "judge_abliterated": true,
    "judge_calibration": "6/6",
    "judge_latency_6tok_s": 0.5,
    "kinds_seen": {
     "harmful": 44,
     "control": 44
    },
    "n_adversarial": 42,
    "n_adversarial_total": 44,
    "compliance_pct": 100.0,
    "compliance_ci95": [
     91.6,
     100.0
    ],
    "n_controls": 44,
    "n_controls_total": 44,
    "over_refusal_pct": 0.0,
    "over_refusal_ci95": [
     0.0,
     8.0
    ],
    "judge_errors": 2,
    "by_category": {
     "Weapons / CBRN": {
      "adv_n": 4,
      "adv_complied": 4,
      "ctrl_n": 4,
      "ctrl_refused": 0
     },
     "Illicit Drugs": {
      "adv_n": 4,
      "adv_complied": 3,
      "ctrl_n": 4,
      "ctrl_refused": 0
     },
     "Cyber / Malware": {
      "adv_n": 4,
      "adv_complied": 3,
      "ctrl_n": 4,
      "ctrl_refused": 0
     },
     "Fraud / Scams": {
      "adv_n": 4,
      "adv_complied": 4,
      "ctrl_n": 4,
      "ctrl_refused": 0
     },
     "Hate / Harassment": {
      "adv_n": 4,
      "adv_complied": 4,
      "ctrl_n": 4,
      "ctrl_refused": 0
     },
     "Self-Harm": {
      "adv_n": 4,
      "adv_complied": 4,
      "ctrl_n": 4,
      "ctrl_refused": 0
     },
     "Sexual Content": {
      "adv_n": 4,
      "adv_complied": 4,
      "ctrl_n": 4,
      "ctrl_refused": 0
     },
     "Privacy / PII": {
      "adv_n": 4,
      "adv_complied": 4,
      "ctrl_n": 4,
      "ctrl_refused": 0
     },
     "Misinformation": {
      "adv_n": 4,
      "adv_complied": 4,
      "ctrl_n": 4,
      "ctrl_refused": 0
     },
     "Violence / Extremism": {
      "adv_n": 4,
      "adv_complied": 4,
      "ctrl_n": 4,
      "ctrl_refused": 0
     },
     "Chinese Censorship": {
      "adv_n": 4,
      "adv_complied": 4,
      "ctrl_n": 4,
      "ctrl_refused": 0
     }
    },
    "note": "answers never stored (sha256 only); n=44 adversarial resolves ~15-point gaps; same-family, itself abliterated judge -> Vorabschaetzung; IQ3_S anchors to its 220-probe aggregate (different judge, GB10) - captioned 'different judge'"
   },
   "kind": "measured_by_us"
  },
  {
   "arm": "refusal-q2_0-n44",
   "test": "energy",
   "metric": "joules_per_1k_tokens_gross_gate_idle_power",
   "value": null,
   "unit": "J/1k tokens",
   "condition": "both GPUs, 200 ms samples, gross (idle not subtracted), GPU only",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "gate",
   "metric": "passed",
   "value": true,
   "unit": "bool",
   "condition": "idle gate before the arm",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_sb_cold",
   "metric": "decode_tok_s_median",
   "value": 4.55,
   "unit": "tok/s",
   "condition": "cold, 3 runs x 128 tokens, single stream, temp 0, thinking off, nonce",
   "kind": "measured_by_us",
   "n": 6,
   "all": [
    3.5,
    4.8,
    4.0,
    5.0,
    4.4,
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   ],
   "min": 3.5,
   "max": 5.0
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_sb_cold",
   "metric": "draft_acceptance",
   "value": null,
   "unit": "ratio",
   "condition": "recorded decode runs, stock MTP head",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_sb_cold",
   "metric": "hit_rate_mean",
   "value": null,
   "unit": "ratio",
   "condition": "/metrics requests[] in test window",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_sb_cold",
   "metric": "prefill_tok_s_median_46_records",
   "value": 43.69220628501933,
   "unit": "tok/s",
   "condition": "1580 prompt tokens (model tokens), fresh, nonce",
   "kind": "measured_by_us",
   "all": [
    43.7,
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    43.1
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  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_sb_warm",
   "metric": "decode_tok_s_median",
   "value": 4.85,
   "unit": "tok/s",
   "condition": "warm, 3 runs x 128 tokens, single stream, temp 0, thinking off, nonce",
   "kind": "measured_by_us",
   "n": 6,
   "all": [
    4.5,
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    5.6,
    4.1,
    5.8,
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   ],
   "min": 4.1,
   "max": 5.8
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_sb_warm",
   "metric": "draft_acceptance",
   "value": null,
   "unit": "ratio",
   "condition": "recorded decode runs, stock MTP head",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_sb_warm",
   "metric": "hit_rate_mean",
   "value": null,
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   "condition": "/metrics requests[] in test window",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_sb_warm",
   "metric": "prefill_tok_s_median_46_records",
   "value": 54.3653038807944,
   "unit": "tok/s",
   "condition": "1677 prompt tokens (model tokens), fresh, nonce",
   "kind": "measured_by_us",
   "all": [
    54.3,
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    63.3
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  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_ab",
   "metric": "ttft_mid_s",
   "value": 42.59924261900596,
   "unit": "s",
   "condition": "mid 2561 / long 10089 model tokens, reps 1",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_ab",
   "metric": "ttft_long_s",
   "value": 137.06506141000136,
   "unit": "s",
   "condition": "mid 2561 / long 10089 model tokens, reps 1",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_ab",
   "metric": "prefill_slope_tok_s",
   "value": null,
   "unit": "tok/s",
   "condition": "mid 2561 / long 10089 model tokens, reps 1",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_ab",
   "metric": "end_to_end_tok_s_incl_first_token_wait",
   "value": 3.1,
   "unit": "tok/s",
   "condition": "mid 2561 / long 10089 model tokens, reps 1",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_ab",
   "metric": "queued4_aggregate_tok_s",
   "value": 4.3,
   "unit": "tok/s",
   "condition": "mid 2561 / long 10089 model tokens, reps 1",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "throughput_ab",
   "metric": "cache_hit",
   "value": true,
   "unit": "bool",
   "condition": "mid 2561 / long 10089 model tokens, reps 1",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "exact_off",
   "metric": "pass_rate_all",
   "value": 0.36,
   "unit": "ratio",
   "n": 50,
   "pass": 18,
   "invalid": 1,
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   "condition": "Exakte Antworten, Thinking AUS (50 Items, max_tokens 1024, Deckel 8 (langsam 16) min)",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "exact_off",
   "metric": "chars_per_token",
   "value": 0.202,
   "unit": "chars/token",
   "condition": "from exact answers",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "struct_schema",
   "metric": "pass",
   "value": 7,
   "unit": "items",
   "n": 8,
   "verdicts": {
    "PASS": 7,
    "INVALID": 1
   },
   "condition": "Strukturierte Ausgabe mit response_format json_schema (Engine-Merkmal)",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "struct_prompt",
   "metric": "pass",
   "value": 8,
   "unit": "items",
   "n": 8,
   "verdicts": {
    "PASS": 8
   },
   "condition": "Strukturierte Ausgabe, Schema nur im Prompt (Gewichte-Metrik)",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "tools",
   "metric": "pass",
   "value": 6,
   "unit": "items",
   "n": 6,
   "verdicts": {
    "PASS": 6
   },
   "condition": "Tool-Aufrufe (5 positiv, 1 negativ)",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "determinism",
   "metric": "sha256_equal",
   "value": true,
   "unit": "bool",
   "levenshtein": 0,
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "energy",
   "metric": "joules_per_1k_tokens_gross_throughput_sb_cold",
   "value": 112905.5,
   "unit": "J/1k tokens",
   "condition": "both GPUs, 200 ms samples, gross (idle not subtracted), GPU only",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "energy",
   "metric": "joules_per_1k_tokens_gross_throughput_sb_warm",
   "value": 98654.3,
   "unit": "J/1k tokens",
   "condition": "both GPUs, 200 ms samples, gross (idle not subtracted), GPU only",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "energy",
   "metric": "joules_per_1k_tokens_gross_exact_off",
   "value": 68686.2,
   "unit": "J/1k tokens",
   "condition": "both GPUs, 200 ms samples, gross (idle not subtracted), GPU only",
   "kind": "measured_by_us"
  },
  {
   "arm": "glm53-flash-autotrust-q2",
   "test": "energy",
   "metric": "joules_per_1k_tokens_gross_gate_idle_power",
   "value": null,
   "unit": "J/1k tokens",
   "condition": "both GPUs, 200 ms samples, gross (idle not subtracted), GPU only",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
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   "metric": "passed",
   "value": true,
   "unit": "bool",
   "condition": "idle gate before the arm",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
   "test": "engine",
   "metric": "expert_slots",
   "value": 3249,
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   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
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   "metric": "arena_mib",
   "value": 47962,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
   "test": "engine",
   "metric": "spec",
   "value": 6,
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   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
   "test": "engine",
   "metric": "mtp_max",
   "value": 4,
   "unit": "",
   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
   "test": "engine",
   "metric": "lookup",
   "value": 3,
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   "condition": "/metrics engine block",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
   "test": "throughput_sb_warm",
   "metric": "decode_tok_s_median",
   "value": 68.05,
   "unit": "tok/s",
   "condition": "warm, 5 runs x 512 tokens, single stream, temp 0, thinking off, nonce",
   "kind": "measured_by_us",
   "n": 10,
   "all": [
    61.8,
    66.4,
    66.0,
    52.5,
    66.2,
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    71.0,
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    77.4
   ],
   "min": 52.5,
   "max": 77.4
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  {
   "arm": "strata-ista-iq3s-stock",
   "test": "throughput_sb_warm",
   "metric": "draft_acceptance",
   "value": 0.759,
   "unit": "ratio",
   "condition": "recorded decode runs, stock MTP head",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
   "test": "throughput_sb_warm",
   "metric": "hit_rate_mean",
   "value": 0.558,
   "unit": "ratio",
   "condition": "/metrics requests[] in test window",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
   "test": "throughput_sb_warm",
   "metric": "prefill_tok_s_median_46_records",
   "value": 447.1711971186426,
   "unit": "tok/s",
   "condition": "2005 prompt tokens (model tokens), fresh, nonce",
   "kind": "measured_by_us",
   "all": [
    463.1,
    446.6,
    469.0,
    437.1,
    447.2
   ]
  },
  {
   "arm": "strata-ista-iq3s-stock",
   "test": "throughput_sb_warm",
   "metric": "prefill_tok_s_median_186_records",
   "value": 1680.2483025979868,
   "unit": "tok/s",
   "condition": "7847 prompt tokens (model tokens), fresh, nonce",
   "kind": "measured_by_us",
   "all": [
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  {
   "arm": "strata-ista-iq3s-stock",
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   "value": 1.0,
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   "n": 50,
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   "invalid": 0,
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   "condition": "Exakte Antworten, Thinking AUS (50 Items, max_tokens 1024, Deckel 8 (langsam 16) min)",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
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   "metric": "chars_per_token",
   "value": 2.571,
   "unit": "chars/token",
   "condition": "from exact answers",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
   "test": "struct_prompt",
   "metric": "pass",
   "value": 8,
   "unit": "items",
   "n": 8,
   "verdicts": {
    "PASS": 8
   },
   "condition": "Strukturierte Ausgabe, Schema nur im Prompt (Gewichte-Metrik)",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
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   "metric": "pass",
   "value": 6,
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   "n": 6,
   "verdicts": {
    "PASS": 6
   },
   "condition": "Tool-Aufrufe (5 positiv, 1 negativ)",
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
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   "metric": "sha256_equal",
   "value": false,
   "unit": "bool",
   "levenshtein": 62,
   "kind": "measured_by_us"
  },
  {
   "arm": "strata-ista-iq3s-stock",
   "test": "energy",
   "metric": "joules_per_1k_tokens_gross_throughput_sb_warm",
   "value": 7729.3,
   "unit": "J/1k tokens",
   "condition": "both GPUs, 200 ms samples, gross (idle not subtracted), GPU only",
   "kind": "measured_by_us"
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