# The laptop reading 0: the cost-of-intelligence instrument on the laptop's RTX 5090 Laptop GPU

*Generated 2026-09-24T01:49:44Z by `laptop-reading-0/tables_laptop.py` from the files each table names; no figure here is typed by hand. Internal: it names the laptop and benchbox.*

**What this is.** The laptop's reading of the cost-of-intelligence instrument (RULINGS R-10 … R-21; PREREG-S0 §2.2, the laptop row): one RTX 5090 Laptop GPU (`<withheld: GPU UUID of board B>`, 24463 MiB) reads the six-way (task_c, 108 items) and the doorman's planted 48 through the Jev bench's own `run.py`, one model at a time (pulled, read, deleted), in a transient bench instance (ollama 0.32.13 at `http://127.0.0.1:withheld-2026-10-14`, its own store; R-18 ⧖-1's scoped lift).

**Window (UTC, `queue.log`).** First `QUEUE START` 2026-09-23T18:21:08Z; last `QUEUE EMPTY` 2026-09-24T01:31:20Z. The lane that ran the queue stopped before writing its report; this file was written afterwards from its rows, read-only (nothing was started or pulled on any card to write it).

**Cells.** `queue.txt` carries 47 `arm` lines naming 45 distinct cells (PREREG §9.2). **38 arms of record were read** (33 with reasoning off or at its lowest level, 5 reasoning-on pairs); 2 are the item-12 dry runs; **4 failed and were never read**; 1 refused (a measurement, section 11). Rows of record exclude every `rows/superseded-*` directory (section 9).

**Scoring.** Strict = parser v2, `parse_v2.py` sha `689254c5c466` (its selftest passed at generation). PREREG-S0 is not yet frozen (A-00 is on the lead's list), so under PREREG §0's re-score rule every strict figure here is **provisional (parser v2, pre-freeze)**. The same file scores the 3090's rows (section 8), so the two cards meet under one rule. Lenient and v1 (`run.py`'s own count) print beside strict, labelled; neither enters a comparison.

**Instruments (R-6, R-10b, R-10d).** BOARD = nvidia-smi `power.draw` by UUID at 1 Hz, the energy of record. RAPL **package-0** = the CPU package (`/run/rapl/energy`). **psys is recorded and never used** (the R-10d addendum; section 12 prints what it read). The laptop has no wall or platform meter: its energy is board + package, labelled so.

**Posture (R-20, A-L04).** Dynamic Boost as booted; the board refuses `-pl`, so the limit is READ. The gate, in A-L04's words: *nvidia-powerd active, clocks.max.sm 3090 (lock off), AC online, one board, and enforced.power.limit anywhere in the Dynamic Boost envelope (> 95 W and <= 175 W); the limit is reported per task as min/median/max from the 1 Hz ext trace, never as one number*. `clocks.max.sm` read 3090 MHz on every task of record. The operator's turbo fan was on for every arm (`OPERATOR-CONDITIONS.md`; the board reports no fan speed).

## 0 · The headline, read from the tables below

- **The anchor** (`gemma4:26b-a4b-it-q4_K_M@5571076f`, the seat's bytes) reads **84/108** strict on the laptop's six-way and **88/108** on the 3090's. The cards give the same strict outcome on 102 of 108 items, below the bridge line of 105, so **the anchor's six-way accuracy is NOT carried from one card to the other** (PREREG §2.5). 6 of the 6 disagreements are clean answers with a different letter on each card (same bytes, greedy decoding), not parse artefacts. On the doorman it is 36/48 against 35/48 with 47 of 48 agreeing (carried).
- **The bridge:** of the 74 (tag, setting, set) cells both cards read, 74 on the same digest, **38 reach the 97 % item agreement and are carried; 36 fall below it**, and on those the two cards' scores stand side by side as an instrument property, never merged (section 8).
- **Energy, BOARD against BOARD (R-6):** over the 67 shared cells with a strict-correct answer on both cards, the laptop's board J per correct is a median **0.27×** the 3090's (range 0.06–0.62×) whole-window, and **0.42×** (range 0.11–0.74×) compute-phase. The compute-phase pair is the fair one on 74 of the 74 shared cells, where the two cards' median per-call `load_ms` differ by more than 2× (D-10). The laptop's decode J per generated token (the 3 × 256-token probe) is a median **0.50×** the 3090's over 33 models (range 0.36–0.53×). The 3090 reads at 300 W; the laptop inside its boost envelope (sections 5, 8).
- **The laptop's best six-way score:** `qwen3.5:27b-q4_K_M` (reasoning off), **96/108** strict (Wilson 95 % 81.6 %–93.5 %), 58.0 board J per correct.
- **The laptop's best doorman 48 score:** `qwen3.5:27b-q4_K_M` (reasoning off), **46/48** strict (Wilson 95 % 86.0 %–98.8 %), 78.7 board J per correct.
- **Not read, OWED (section 11):** 4 registered cells whose pulls failed on a DNS outage (`b-mistral-7b-v0.3`, `b-gemma2-27b`, `b-llama3.1-8b`, `b-mistral-nemo-12b`) and were never re-queued; and the 5 dense reasoning pairs, dropped from this run.

## 1 · The arms of record, in release-date order

Released = the HF repo's `createdAt` (a lower bound on public release; the convention of `series/facts.py`, read from `recon/models-verify-2026-09-23.json`). R-1 on the six-way compares the weights bound (`hf_lastmod`, PREREG §1.2) with the set's first public date (2026-09-19); the doorman 48 was never published. Digest = `/api/tags` after the pull (`arm.json` → `tag.digest`), which `pull.py` checks against the pin before and after (`instrument/pins.json`). Budget = `x_num_predict` on the rows: 8 with reasoning off, 4,096 with it on or a level sent. Instrument = `coilaptop.py`'s sha as the arm recorded it (PREREG §2.2 names both).

| # | released | arm | model (tag) | digest | quant | params | reasoning | num_ctx | budget (tokens) | R-1, six-way | HF repo | instrument |
|---:|---|---|---|---|---|---|---|---:|---:|---|---|---|
| 1 | 2023-04-25 | `b-falcon-7b` | `falcon:7b-instruct-q4_0` | `4280f7257e73` | Q4_0 | 7B | off | 2,048 | 8 | clean | `tiiuae/falcon-7b-instruct` | `4d07c3cd` |
| 2 | 2023-06-21 | `b-vicuna-33b` | `vicuna:33b-q4_0` | `86f0704901a4` | Q4_0 | 30B | off | 2,048 | 8 | clean | `lmsys/vicuna-33b-v1.3` | `0b5dcb41` |
| 3 | 2023-07-13 | `b-llama2-13b` | `llama2:13b-chat-q4_K_M` | `87727269f62c` | Q4_K_M | 13B | off | 4,096 | 8 | clean | `meta-llama/Llama-2-13b-chat-hf` | `0b5dcb41` |
| 4 | 2023-07-13 | `b-llama2-7b` | `llama2:7b-chat-q4_K_M` | `fe3834f64df5` | Q4_K_M | 7B | off | 4,096 | 8 | clean | `meta-llama/Llama-2-7b-chat-hf` | `0b5dcb41` |
| 5 | 2023-09-27 | `k1-mistral-v0.1-cd` | `mistral:v0.1` | `b17615239298` | Q4_0 | 7B | off | 4,096 | 8 | clean | `mistralai/Mistral-7B-Instruct-v0.1` | `4d07c3cd` |
| 6 | 2023-11-22 | `b-yi-34b` | `yi:34b-chat-q4_0` | `5f8365d57cb8` | Q4_0 | 34B | off | 4,096 | 8 | clean | `01-ai/Yi-34B-Chat` | `0b5dcb41` |
| 7 | 2023-12-13 | `b-phi2-2.7b` | `phi:2.7b-chat-v2-q4_K_M` | `79d7065d8c0f` | Q4_K_M | 3B | off | 2,048 | 8 | clean | `microsoft/phi-2` | `0b5dcb41` |
| 8 | 2024-03-26 | `b-gemma1.1-7b` | `gemma:7b-instruct-v1.1-q4_K_M` | `81c8c66b7df1` | Q4_K_M | 9B | off | 4,096 | 8 | clean | `google/gemma-1.1-7b-it` | `0b5dcb41` |
| 9 | 2024-04-03 | `b-qwen1.5-32b` | `qwen:32b-chat-v1.5-q4_K_M` | `7975942ff0b1` | Q4_K_M | 33B | off | 4,096 | 8 | clean | `Qwen/Qwen1.5-32B-Chat` | `0b5dcb41` |
| 10 | 2024-04-17 | `b-llama3-8b` | `llama3:8b-instruct-q4_K_M` | `9b8f3f3385bf` | Q4_K_M | 8.0B | off | 4,096 | 8 | clean | `meta-llama/Meta-Llama-3-8B-Instruct` | `0b5dcb41` |
| 11 | 2024-05-07 | `b-phi3-14b` | `phi3:14b-medium-128k-instruct-q4_0` | `cf611a26b048` | Q4_0 | 14.0B | off | 4,096 | 8 | clean | `microsoft/Phi-3-medium-128k-instruct` | `0b5dcb41` |
| 12 | 2024-09-17 | `b-mistral-small-22b` | `mistral-small:22b-instruct-2409-q4_K_M` | `9f552ae9b883` | Q4_K_M | 22.2B | off | 4,096 | 8 | clean | `mistralai/Mistral-Small-Instruct-2409` | `0b5dcb41` |
| 13 | 2024-09-17 | `b-qwen2.5-32b` | `qwen2.5:32b-instruct-q4_K_M` | `9f13ba1299af` | Q4_K_M | 32.8B | off | 4,096 | 8 | clean | `Qwen/Qwen2.5-32B-Instruct` | `0b5dcb41` |
| 14 | 2024-12-11 | `b-phi4-14b` | `phi4:14b-q4_K_M` | `ac896e5b8b34` | Q4_K_M | 14.7B | off | 4,096 | 8 | clean | `microsoft/phi-4` | `0b5dcb41` |
| 15 | 2025-01-20 | `b-deepseek-r1-32b` | `deepseek-r1:32b-qwen-distill-q4_K_M` | `edba8017331d` | Q4_K_M | 32.8B | off | 4,096 | 8 | clean | `deepseek-ai/DeepSeek-R1-Distill-Qwen-32B` | `0b5dcb41` |
| 16 | 2025-01-28 | `b-mistral-small-24b-2501` | `mistral-small:24b-instruct-2501-q4_K_M` | `8039dd90c113` | Q4_K_M | 23.6B | off | 4,096 | 8 | clean | `mistralai/Mistral-Small-24B-Instruct-2501` | `0b5dcb41` |
| 17 | 2025-03-01 | `b-gemma3-27b` | `gemma3:27b-it-q4_K_M` | `a418f5838eaf` | Q4_K_M | 27.4B | off | 4,096 | 8 | clean | `google/gemma-3-27b-it` | `0b5dcb41` |
| 18 | 2025-04-27 | `b-qwen3-30b-a3b` | `qwen3:30b-a3b-q4_K_M` | `0b28110b7a33` | Q4_K_M | 30.5B | off | 4,096 | 8 | clean | `Qwen/Qwen3-30B-A3B` | `0b5dcb41` |
| 19 | 2025-04-27 | `t-qwen3-30b-a3b-on` | `qwen3:30b-a3b-q4_K_M` | `0b28110b7a33` | Q4_K_M | 30.5B | on | 8,192 | 4,096 | clean | `Qwen/Qwen3-30B-A3B` | `0b5dcb41` |
| 20 | 2025-04-27 | `b-qwen3-32b` | `qwen3:32b-q4_K_M` | `030ee887880f` | Q4_K_M | 32.8B | off | 4,096 | 8 | clean | `Qwen/Qwen3-32B` | `0b5dcb41` |
| 21 | 2025-06-19 | `b-mistral-small3.2-24b` | `mistral-small3.2:24b-instruct-2506-q4_K_M` | `5a408ab55df5` | Q4_K_M | 24.0B | off | 4,096 | 8 | clean | `mistralai/Mistral-Small-3.2-24B-Instruct-2506` | `0b5dcb41` |
| 22 | 2025-07-28 | `b-qwen3-30b-a3b-2507` | `qwen3:30b-a3b-instruct-2507-q4_K_M` | `19e422b02313` | Q4_K_M | 30.5B | off | 4,096 | 8 | clean | `Qwen/Qwen3-30B-A3B-Instruct-2507` | `0b5dcb41` |
| 23 | 2025-08-04 | `b-gpt-oss-20b-low` | `gpt-oss:20b` | `17052f91a42e` | MXFP4 | 20.9B | low | 8,192 | 4,096 | clean | `openai/gpt-oss-20b` | `0b5dcb41` |
| 24 | 2025-08-04 | `t-gpt-oss-20b-medium` | `gpt-oss:20b` | `17052f91a42e` | MXFP4 | 20.9B | medium | 8,192 | 4,096 | clean | `openai/gpt-oss-20b` | `0b5dcb41` |
| 25 | 2025-09-16 | `b-granite4-32b-a9b` | `granite4:32b-a9b-h` | `2f8a7367d441` | Q4_K_M | 32.2B | off | 4,096 | 8 | clean | `ibm-granite/granite-4.0-h-small` | `0b5dcb41` |
| 26 | 2025-10-31 | `b-ministral3-14b` | `ministral-3:14b-instruct-2512-q4_K_M` | `4760c35aeb9d` | Q4_K_M | 13.9B | off | 4,096 | 8 | clean | `mistralai/Ministral-3-14B-Instruct-2512` | `0b5dcb41` |
| 27 | 2025-12-10 | `b-olmo3.1-32b` | `olmo-3.1:32b-instruct-q4_K_M` | `a16b6a5be6cf` | Q4_K_M | 32.2B | off | 4,096 | 8 | clean | `allenai/Olmo-3.1-32B-Instruct` | `0b5dcb41` |
| 28 | 2026-01-19 | `b-glm4.7-flash` | `glm-4.7-flash:q4_K_M` | `4475827791a2` | Q4_K_M | 29.9B | off | 4,096 | 8 | clean | `zai-org/GLM-4.7-Flash` | `0b5dcb41` |
| 29 | 2026-01-19 | `t-glm4.7-flash-on` | `glm-4.7-flash:q4_K_M` | `4475827791a2` | Q4_K_M | 29.9B | on | 8,192 | 4,096 | clean | `zai-org/GLM-4.7-Flash` | `0b5dcb41` |
| 30 | 2026-02-24 | `b-qwen3.5-27b` | `qwen3.5:27b-q4_K_M` | `7653528ba5cb` | Q4_K_M | 27.8B | off | 4,096 | 8 | clean | `Qwen/Qwen3.5-27B` | `0b5dcb41` |
| 31 | 2026-03-11 | `k0a-gemma4-anchor-cd` | `gemma4:26b-a4b-it-q4_K_M` | `5571076f3d70` | Q4_K_M | 25.8B | off | 4,096 | 8 | clean | `google/gemma-4-26B-A4B-it` | `0b5dcb41` |
| 32 | 2026-03-11 | `t-gemma4-anchor-on` | `gemma4:26b-a4b-it-q4_K_M` | `5571076f3d70` | Q4_K_M | 25.8B | on | 8,192 | 4,096 | clean | `google/gemma-4-26B-A4B-it` | `0b5dcb41` |
| 33 | 2026-03-11 | `b-gemma4-31b` | `gemma4:31b-it-q4_K_M` | `6316f0629137` | Q4_K_M | 31.3B | off | 4,096 | 8 | clean | `google/gemma-4-31B-it` | `0b5dcb41` |
| 34 | 2026-04-06 | `b-granite4.1-30b` | `granite4.1:30b-q4_K_M` | `3f3e5df8a021` | Q4_K_M | 28.9B | off | 4,096 | 8 | clean | `ibm-granite/granite-4.1-30b` | `0b5dcb41` |
| 35 | 2026-04-21 | `b-qwen3.6-27b` | `qwen3.6:27b-q4_K_M` | `3a40c32f1450` | Q4_K_M | 27.8B | off | 4,096 | 8 | clean | `Qwen/Qwen3.6-27B` | `0b5dcb41` |
| 36 | 2026-05-23 | `b-gemma4-12b` | `gemma4:12b-it-q4_K_M` | `4eb23ef187e2` | Q4_K_M | 11.9B | off | 4,096 | 8 | clean | `google/gemma-4-12B-it` | `0b5dcb41` |
| 37 | 2026-05-23 | `t-gemma4-12b-on` | `gemma4:12b-it-q4_K_M` | `4eb23ef187e2` | Q4_K_M | 11.9B | on | 8,192 | 4,096 | clean | `google/gemma-4-12B-it` | `0b5dcb41` |
| 38 | 2026-08-05 | `b-qwen3.8-27b` | `qwen3.8:27b-q4_K_M` | `25b843619e94` | Q4_K_M | 27.3B | off | 4,096 | 8 | clean | `Qwen/Qwen3.8-27B` | `0b5dcb41` |

## 2 · Scores (parser v2; provisional, pre-freeze)

Strict = correct ÷ all items of the set (108; 48). Wilson 95 % per PREREG §4.1. Format failures = every parser-v2 class outside {clean, letter+name}, counted wrong (the classes are in section 3). The artefact flags are their own columns (PREREG §6 never mixes them with format failures): replies carrying a chat-template string; items `run.py` refused; and the co-tenant inside the task window — the system daemon's requests from its journal, and of those the `/api/embed` calls it served (200) on this card.

| arm | reasoning | set | items | strict correct | strict | Wilson low | Wilson high | lenient correct | v1 correct | format failures | template-suspect | refused by run.py | co-tenant requests | co-tenant embeds served |
|---|---|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| `b-falcon-7b` | off | six-way | 108 | 3 | 2.8 % | 0.9 % | 7.9 % | 18 | 20 | 97 | 0 | 0 | 0 | 0 |
| `b-falcon-7b` | off | doorman 48 | 48 | 1 | 2.1 % | 0.4 % | 10.9 % | 10 | 13 | 47 | 0 | 0 | 0 | 0 |
| `b-vicuna-33b` | off | six-way | 108 | 19 | 17.6 % | 11.6 % | 25.8 % | 19 | 20 | 2 | 0 | 0 | 0 | 0 |
| `b-vicuna-33b` | off | doorman 48 | 48 | 30 | 62.5 % | 48.4 % | 74.8 % | 30 | 35 | 8 | 0 | 0 | 0 | 0 |
| `b-llama2-13b` | off | six-way | 108 | 0 | 0.0 % | 0.0 % | 3.4 % | 9 | 8 | 108 | 0 | 0 | 0 | 0 |
| `b-llama2-13b` | off | doorman 48 | 48 | 20 | 41.7 % | 28.8 % | 55.7 % | 21 | 22 | 18 | 0 | 0 | 0 | 0 |
| `b-llama2-7b` | off | six-way | 108 | 10 | 9.3 % | 5.1 % | 16.2 % | 10 | 14 | 54 | 0 | 0 | 0 | 0 |
| `b-llama2-7b` | off | doorman 48 | 48 | 7 | 14.6 % | 7.2 % | 27.2 % | 20 | 13 | 35 | 0 | 0 | 0 | 0 |
| `k1-mistral-v0.1-cd` | off | six-way | 108 | 10 | 9.3 % | 5.1 % | 16.2 % | 10 | 10 | 0 | 0 | 0 | 0 | 0 |
| `k1-mistral-v0.1-cd` | off | doorman 48 | 48 | 0 | 0.0 % | 0.0 % | 7.4 % | 21 | 12 | 48 | 0 | 0 | 0 | 0 |
| `b-yi-34b` | off | six-way | 108 | 20 | 18.5 % | 12.3 % | 26.9 % | 31 | 30 | 42 | 0 | 0 | 0 | 0 |
| `b-yi-34b` | off | doorman 48 | 48 | 36 | 75.0 % | 61.2 % | 85.1 % | 36 | 36 | 0 | 0 | 0 | 0 | 0 |
| `b-phi2-2.7b` | off | six-way | 108 | 8 | 7.4 % | 3.8 % | 13.9 % | 8 | 8 | 2 | 0 | 0 | 0 | 0 |
| `b-phi2-2.7b` | off | doorman 48 | 48 | 17 | 35.4 % | 23.4 % | 49.6 % | 17 | 17 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma1.1-7b` | off | six-way | 108 | 21 | 19.4 % | 13.1 % | 27.9 % | 21 | 21 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma1.1-7b` | off | doorman 48 | 48 | 16 | 33.3 % | 21.7 % | 47.5 % | 16 | 16 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen1.5-32b` | off | six-way | 108 | 61 | 56.5 % | 47.1 % | 65.5 % | 61 | 61 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen1.5-32b` | off | doorman 48 | 48 | 22 | 45.8 % | 32.6 % | 59.7 % | 22 | 22 | 5 | 0 | 0 | 0 | 0 |
| `b-llama3-8b` | off | six-way | 108 | 45 | 41.7 % | 32.8 % | 51.1 % | 45 | 45 | 0 | 0 | 0 | 0 | 0 |
| `b-llama3-8b` | off | doorman 48 | 48 | 30 | 62.5 % | 48.4 % | 74.8 % | 31 | 30 | 6 | 0 | 0 | 0 | 0 |
| `b-phi3-14b` | off | six-way | 108 | 46 | 42.6 % | 33.7 % | 52.0 % | 46 | 46 | 0 | 0 | 0 | 0 | 0 |
| `b-phi3-14b` | off | doorman 48 | 48 | 36 | 75.0 % | 61.2 % | 85.1 % | 36 | 36 | 0 | 0 | 0 | 0 | 0 |
| `b-mistral-small-22b` | off | six-way | 108 | 53 | 49.1 % | 39.8 % | 58.4 % | 53 | 53 | 0 | 0 | 0 | 0 | 0 |
| `b-mistral-small-22b` | off | doorman 48 | 48 | 31 | 64.6 % | 50.4 % | 76.6 % | 31 | 31 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen2.5-32b` | off | six-way | 108 | 90 | 83.3 % | 75.2 % | 89.2 % | 90 | 90 | 0 | 0 | 0 | 21 | 5 |
| `b-qwen2.5-32b` | off | doorman 48 | 48 | 40 | 83.3 % | 70.4 % | 91.3 % | 40 | 40 | 0 | 0 | 0 | 0 | 0 |
| `b-phi4-14b` | off | six-way | 108 | 83 | 76.9 % | 68.1 % | 83.8 % | 83 | 84 | 3 | 0 | 0 | 3 | 2 |
| `b-phi4-14b` | off | doorman 48 | 48 | 0 | 0.0 % | 0.0 % | 7.4 % | 12 | 12 | 48 | 0 | 0 | 2 | 0 |
| `b-deepseek-r1-32b` | off | six-way | 108 | 0 | 0.0 % | 0.0 % | 3.4 % | 0 | 18 | 108 | 0 | 0 | 0 | 0 |
| `b-deepseek-r1-32b` | off | doorman 48 | 48 | 0 | 0.0 % | 0.0 % | 7.4 % | 0 | 12 | 48 | 0 | 0 | 0 | 0 |
| `b-mistral-small-24b-2501` | off | six-way | 108 | 81 | 75.0 % | 66.1 % | 82.2 % | 81 | 81 | 0 | 0 | 0 | 0 | 0 |
| `b-mistral-small-24b-2501` | off | doorman 48 | 48 | 35 | 72.9 % | 59.0 % | 83.4 % | 35 | 35 | 0 | 0 | 0 | 1 | 0 |
| `b-gemma3-27b` | off | six-way | 108 | 89 | 82.4 % | 74.2 % | 88.4 % | 89 | 89 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma3-27b` | off | doorman 48 | 48 | 18 | 37.5 % | 25.2 % | 51.6 % | 41 | 30 | 30 | 0 | 0 | 0 | 0 |
| `b-qwen3-30b-a3b` | off | six-way | 108 | 65 | 60.2 % | 50.8 % | 68.9 % | 65 | 65 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3-30b-a3b` | off | doorman 48 | 48 | 7 | 14.6 % | 7.2 % | 27.2 % | 38 | 18 | 40 | 0 | 0 | 0 | 0 |
| `t-qwen3-30b-a3b-on` | on | six-way | 108 | 78 | 72.2 % | 63.1 % | 79.8 % | 78 | 79 | 2 | 0 | 0 | 0 | 0 |
| `t-qwen3-30b-a3b-on` | on | doorman 48 | 48 | 0 | 0.0 % | 0.0 % | 7.4 % | 31 | 12 | 48 | 0 | 0 | 0 | 0 |
| `b-qwen3-32b` | off | six-way | 108 | 81 | 75.0 % | 66.1 % | 82.2 % | 81 | 81 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3-32b` | off | doorman 48 | 48 | 41 | 85.4 % | 72.8 % | 92.8 % | 42 | 41 | 1 | 0 | 0 | 0 | 0 |
| `b-mistral-small3.2-24b` | off | six-way | 108 | 76 | 70.4 % | 61.2 % | 78.2 % | 76 | 76 | 0 | 0 | 0 | 0 | 0 |
| `b-mistral-small3.2-24b` | off | doorman 48 | 48 | 24 | 50.0 % | 36.4 % | 63.6 % | 27 | 24 | 3 | 0 | 0 | 0 | 0 |
| `b-qwen3-30b-a3b-2507` | off | six-way | 108 | 70 | 64.8 % | 55.4 % | 73.2 % | 70 | 70 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3-30b-a3b-2507` | off | doorman 48 | 48 | 6 | 12.5 % | 5.9 % | 24.7 % | 36 | 18 | 42 | 0 | 0 | 0 | 0 |
| `b-gpt-oss-20b-low` | low | six-way | 108 | 70 | 64.8 % | 55.4 % | 73.2 % | 70 | 70 | 0 | 0 | 0 | 0 | 0 |
| `b-gpt-oss-20b-low` | low | doorman 48 | 48 | 29 | 60.4 % | 46.3 % | 73.0 % | 29 | 29 | 1 | 0 | 0 | 0 | 0 |
| `t-gpt-oss-20b-medium` | medium | six-way | 108 | 71 | 65.7 % | 56.4 % | 74.0 % | 71 | 72 | 10 | 0 | 0 | 0 | 0 |
| `t-gpt-oss-20b-medium` | medium | doorman 48 | 48 | 33 | 68.8 % | 54.7 % | 80.1 % | 33 | 34 | 3 | 0 | 0 | 0 | 0 |
| `b-granite4-32b-a9b` | off | six-way | 108 | 44 | 40.7 % | 31.9 % | 50.2 % | 44 | 44 | 0 | 0 | 0 | 0 | 0 |
| `b-granite4-32b-a9b` | off | doorman 48 | 48 | 15 | 31.2 % | 19.9 % | 45.3 % | 34 | 20 | 30 | 0 | 0 | 0 | 0 |
| `b-ministral3-14b` | off | six-way | 108 | 71 | 65.7 % | 56.4 % | 74.0 % | 71 | 71 | 0 | 0 | 0 | 0 | 0 |
| `b-ministral3-14b` | off | doorman 48 | 48 | 17 | 35.4 % | 23.4 % | 49.6 % | 17 | 17 | 0 | 0 | 0 | 0 | 0 |
| `b-olmo3.1-32b` | off | six-way | 108 | 61 | 56.5 % | 47.1 % | 65.5 % | 61 | 61 | 0 | 0 | 0 | 0 | 0 |
| `b-olmo3.1-32b` | off | doorman 48 | 48 | 0 | 0.0 % | 0.0 % | 7.4 % | 26 | 12 | 48 | 0 | 0 | 0 | 0 |
| `b-glm4.7-flash` | off | six-way | 108 | 43 | 39.8 % | 31.1 % | 49.2 % | 43 | 43 | 0 | 0 | 0 | 0 | 0 |
| `b-glm4.7-flash` | off | doorman 48 | 48 | 23 | 47.9 % | 34.5 % | 61.7 % | 26 | 26 | 18 | 0 | 0 | 0 | 0 |
| `t-glm4.7-flash-on` | on | six-way | 108 | 71 | 65.7 % | 56.4 % | 74.0 % | 71 | 73 | 25 | 0 | 0 | 0 | 0 |
| `t-glm4.7-flash-on` | on | doorman 48 | 48 | 4 | 8.3 % | 3.3 % | 19.6 % | 24 | 28 | 43 | 0 | 0 | 0 | 0 |
| `b-qwen3.5-27b` | off | six-way | 108 | 96 | 88.9 % | 81.6 % | 93.5 % | 96 | 96 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3.5-27b` | off | doorman 48 | 48 | 46 | 95.8 % | 86.0 % | 98.8 % | 46 | 46 | 0 | 0 | 0 | 0 | 0 |
| `k0a-gemma4-anchor-cd` | off | six-way | 108 | 84 | 77.8 % | 69.1 % | 84.6 % | 84 | 84 | 0 | 0 | 0 | 0 | 0 |
| `k0a-gemma4-anchor-cd` | off | doorman 48 | 48 | 36 | 75.0 % | 61.2 % | 85.1 % | 36 | 36 | 0 | 0 | 0 | 0 | 0 |
| `t-gemma4-anchor-on` | on | six-way | 108 | 6 | 5.6 % | 2.6 % | 11.6 % | 82 | 17 | 102 | 0 | 0 | 0 | 0 |
| `t-gemma4-anchor-on` | on | doorman 48 | 48 | 36 | 75.0 % | 61.2 % | 85.1 % | 36 | 36 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma4-31b` | off | six-way | 108 | 93 | 86.1 % | 78.3 % | 91.4 % | 98 | 98 | 5 | 0 | 0 | 0 | 0 |
| `b-gemma4-31b` | off | doorman 48 | 48 | 40 | 83.3 % | 70.4 % | 91.3 % | 40 | 40 | 0 | 0 | 0 | 0 | 0 |
| `b-granite4.1-30b` | off | six-way | 108 | 77 | 71.3 % | 62.1 % | 79.0 % | 77 | 77 | 0 | 0 | 0 | 0 | 0 |
| `b-granite4.1-30b` | off | doorman 48 | 48 | 39 | 81.2 % | 68.1 % | 89.8 % | 39 | 39 | 3 | 0 | 0 | 2 | 2 |
| `b-qwen3.6-27b` | off | six-way | 108 | 95 | 88.0 % | 80.5 % | 92.8 % | 95 | 95 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3.6-27b` | off | doorman 48 | 48 | 32 | 66.7 % | 52.5 % | 78.3 % | 32 | 32 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma4-12b` | off | six-way | 108 | 33 | 30.6 % | 22.7 % | 39.8 % | 81 | 81 | 70 | 0 | 0 | 0 | 0 |
| `b-gemma4-12b` | off | doorman 48 | 48 | 35 | 72.9 % | 59.0 % | 83.4 % | 35 | 35 | 3 | 0 | 0 | 0 | 0 |
| `t-gemma4-12b-on` | on | six-way | 108 | 33 | 30.6 % | 22.7 % | 39.8 % | 52 | 43 | 75 | 0 | 0 | 0 | 0 |
| `t-gemma4-12b-on` | on | doorman 48 | 48 | 31 | 64.6 % | 50.4 % | 76.6 % | 31 | 31 | 7 | 0 | 0 | 0 | 0 |
| `b-qwen3.8-27b` | off | six-way | 108 | 93 | 86.1 % | 78.3 % | 91.4 % | 93 | 93 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3.8-27b` | off | doorman 48 | 48 | 12 | 25.0 % | 14.9 % | 38.8 % | 43 | 24 | 36 | 0 | 0 | 0 | 0 |

`b-gpt-oss-20b-low` is gpt-oss's utility-posture row (the lowest level that parses; PREREG §2.3); `t-gpt-oss-20b-medium` is its price-of-thinking pair (R-11).

## 3 · Format classes per arm and set (parser v2)

| arm | set | clean | letter+name | late_letter | name_only | json_verdict | contradictory | article_A | word_letter | budget_exhausted | unparsed |
|---|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| `b-falcon-7b` | six-way | 1 | 10 | 80 | 6 | 0 | 0 | 1 | 0 | 0 | 10 |
| `b-falcon-7b` | doorman 48 | 0 | 1 | 0 | 10 | 26 | 0 | 0 | 1 | 0 | 10 |
| `b-vicuna-33b` | six-way | 23 | 83 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 |
| `b-vicuna-33b` | doorman 48 | 33 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| `b-llama2-13b` | six-way | 0 | 0 | 107 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| `b-llama2-13b` | doorman 48 | 0 | 30 | 0 | 0 | 1 | 0 | 0 | 5 | 0 | 12 |
| `b-llama2-7b` | six-way | 2 | 52 | 8 | 0 | 0 | 0 | 0 | 24 | 0 | 22 |
| `b-llama2-7b` | doorman 48 | 0 | 13 | 0 | 0 | 18 | 0 | 0 | 1 | 0 | 16 |
| `k1-mistral-v0.1-cd` | six-way | 13 | 95 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `k1-mistral-v0.1-cd` | doorman 48 | 0 | 0 | 0 | 0 | 48 | 0 | 0 | 0 | 0 | 0 |
| `b-yi-34b` | six-way | 44 | 22 | 39 | 0 | 0 | 3 | 0 | 0 | 0 | 0 |
| `b-yi-34b` | doorman 48 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-phi2-2.7b` | six-way | 6 | 100 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-phi2-2.7b` | doorman 48 | 47 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma1.1-7b` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma1.1-7b` | doorman 48 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen1.5-32b` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen1.5-32b` | doorman 48 | 43 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 1 |
| `b-llama3-8b` | six-way | 0 | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-llama3-8b` | doorman 48 | 0 | 42 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 5 |
| `b-phi3-14b` | six-way | 9 | 99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-phi3-14b` | doorman 48 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-mistral-small-22b` | six-way | 99 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-mistral-small-22b` | doorman 48 | 47 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen2.5-32b` | six-way | 107 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen2.5-32b` | doorman 48 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-phi4-14b` | six-way | 0 | 105 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| `b-phi4-14b` | doorman 48 | 0 | 0 | 0 | 47 | 0 | 0 | 0 | 1 | 0 | 0 |
| `b-deepseek-r1-32b` | six-way | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 108 | 0 |
| `b-deepseek-r1-32b` | doorman 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 48 | 0 |
| `b-mistral-small-24b-2501` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-mistral-small-24b-2501` | doorman 48 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma3-27b` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma3-27b` | doorman 48 | 18 | 0 | 0 | 0 | 27 | 0 | 0 | 0 | 0 | 3 |
| `b-qwen3-30b-a3b` | six-way | 24 | 84 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3-30b-a3b` | doorman 48 | 4 | 4 | 0 | 0 | 40 | 0 | 0 | 0 | 0 | 0 |
| `t-qwen3-30b-a3b-on` | six-way | 58 | 48 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 |
| `t-qwen3-30b-a3b-on` | doorman 48 | 0 | 0 | 0 | 0 | 48 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3-32b` | six-way | 18 | 90 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3-32b` | doorman 48 | 47 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| `b-mistral-small3.2-24b` | six-way | 90 | 18 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-mistral-small3.2-24b` | doorman 48 | 45 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3-30b-a3b-2507` | six-way | 23 | 85 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3-30b-a3b-2507` | doorman 48 | 0 | 6 | 0 | 0 | 42 | 0 | 0 | 0 | 0 | 0 |
| `b-gpt-oss-20b-low` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-gpt-oss-20b-low` | doorman 48 | 47 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| `t-gpt-oss-20b-medium` | six-way | 71 | 27 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 0 |
| `t-gpt-oss-20b-medium` | doorman 48 | 45 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 |
| `b-granite4-32b-a9b` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-granite4-32b-a9b` | doorman 48 | 18 | 0 | 0 | 0 | 29 | 0 | 0 | 0 | 0 | 1 |
| `b-ministral3-14b` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-ministral3-14b` | doorman 48 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-olmo3.1-32b` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-olmo3.1-32b` | doorman 48 | 0 | 0 | 0 | 0 | 48 | 0 | 0 | 0 | 0 | 0 |
| `b-glm4.7-flash` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-glm4.7-flash` | doorman 48 | 30 | 0 | 0 | 0 | 18 | 0 | 0 | 0 | 0 | 0 |
| `t-glm4.7-flash-on` | six-way | 83 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25 | 0 |
| `t-glm4.7-flash-on` | doorman 48 | 5 | 0 | 0 | 0 | 31 | 0 | 0 | 0 | 12 | 0 |
| `b-qwen3.5-27b` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3.5-27b` | doorman 48 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `k0a-gemma4-anchor-cd` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `k0a-gemma4-anchor-cd` | doorman 48 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `t-gemma4-anchor-on` | six-way | 6 | 0 | 82 | 0 | 0 | 2 | 0 | 0 | 18 | 0 |
| `t-gemma4-anchor-on` | doorman 48 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma4-31b` | six-way | 103 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma4-31b` | doorman 48 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-granite4.1-30b` | six-way | 98 | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-granite4.1-30b` | doorman 48 | 45 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3.6-27b` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3.6-27b` | doorman 48 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma4-12b` | six-way | 38 | 0 | 70 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-gemma4-12b` | doorman 48 | 45 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| `t-gemma4-12b-on` | six-way | 33 | 0 | 21 | 0 | 0 | 0 | 0 | 0 | 54 | 0 |
| `t-gemma4-12b-on` | doorman 48 | 41 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 0 |
| `b-qwen3.8-27b` | six-way | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| `b-qwen3.8-27b` | doorman 48 | 12 | 0 | 0 | 0 | 36 | 0 | 0 | 0 | 0 | 0 |

`budget_exhausted` = no visible answer when the budget ran out (stop reason `length`, empty content): wrong, never excluded (PREREG §6). Every reply of `b-deepseek-r1-32b` six-way, `b-deepseek-r1-32b` doorman 48 is `budget_exhausted` with reasoning off: the protocol's verdict on a tag that does not stop thinking inside 8 visible tokens (PREREG §2.3), not a capability reading.

Where lenient exceeds strict by 20 items or more the gap is the answer's form, not its content (the letter came late, or as a name or a JSON verdict): `k1-mistral-v0.1-cd` doorman 48 (0 strict, 21 lenient), `b-gemma3-27b` doorman 48 (18 strict, 41 lenient), `b-qwen3-30b-a3b` doorman 48 (7 strict, 38 lenient), `t-qwen3-30b-a3b-on` doorman 48 (0 strict, 31 lenient), `b-qwen3-30b-a3b-2507` doorman 48 (6 strict, 36 lenient), `b-olmo3.1-32b` doorman 48 (0 strict, 26 lenient), `t-glm4.7-flash-on` doorman 48 (4 strict, 24 lenient), `t-gemma4-anchor-on` six-way (6 strict, 82 lenient), `b-gemma4-12b` six-way (33 strict, 81 lenient), `b-qwen3.8-27b` doorman 48 (12 strict, 43 lenient).

## 4 · Timings (the server's own fields, R-10c)

Latency = the server's `total_duration` per item (`x_total_ms`), never a client clock. Before-decode = load + prefill as the server timed them (`x_server_before_decode_ms`: the server-side time to the first decode step). Decode tok/s = Σ generated tokens ÷ Σ eval seconds over the task; prefill tok/s as reported is inflated by the prompt cache (section 6's probe is the honest prefill). TTFT is the streamed probe's (section 6); the reasoning-on arms ran no probe.

| arm | set | latency median ms | latency p95 ms | before-decode median ms | load median ms | decode tok/s (task) | prefill tok/s as reported | prompt tokens | generated tokens (incl. reasoning) | thinking chars |
|---|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| `b-falcon-7b` | six-way | 134 | 152 | 90 | 50 | 179.3 | 8,293 | 32,206 | 809 | 0 |
| `b-falcon-7b` | doorman 48 | 171 | 181 | 126 | 49 | 174.8 | 7,563 | 25,134 | 384 | 0 |
| `b-vicuna-33b` | six-way | 621 | 704 | 424 | 18 | 40.5 | 2,026 | 38,477 | 864 | 0 |
| `b-vicuna-33b` | doorman 48 | 936 | 965 | 739 | 18 | 40.7 | 1,623 | 27,817 | 329 | 0 |
| `b-llama2-13b` | six-way | 317 | 356 | 229 | 34 | 90.7 | 4,330 | 36,317 | 864 | 0 |
| `b-llama2-13b` | doorman 48 | 451 | 474 | 382 | 35 | 91.8 | 3,519 | 26,857 | 324 | 0 |
| `b-llama2-7b` | six-way | 199 | 222 | 153 | 34 | 174.4 | 8,035 | 36,317 | 854 | 0 |
| `b-llama2-7b` | doorman 48 | 287 | 295 | 240 | 33 | 169.4 | 6,498 | 26,857 | 384 | 0 |
| `k1-mistral-v0.1-cd` | six-way | 134 | 148 | 93 | 32 | 183.9 | 8,433 | 35,035 | 780 | 0 |
| `k1-mistral-v0.1-cd` | doorman 48 | 189 | 198 | 144 | 32 | 179.6 | 3,616 | 25,733 | 384 | 0 |
| `b-yi-34b` | six-way | 399 | 492 | 243 | 32 | 43.1 | 1,904 | 35,593 | 574 | 0 |
| `b-yi-34b` | doorman 48 | 480 | 491 | 446 | 31 | 61.6 | 1,538 | 26,322 | 96 | 0 |
| `b-phi2-2.7b` | six-way | 130 | 144 | 103 | 36 | 286.4 | 17,490 | 34,288 | 834 | 0 |
| `b-phi2-2.7b` | doorman 48 | 162 | 183 | 150 | 35 | 285.4 | 6,567 | 26,600 | 193 | 0 |
| `b-gemma1.1-7b` | six-way | 239 | 266 | 230 | 124 | 209.1 | 6,502 | 31,959 | 216 | 0 |
| `b-gemma1.1-7b` | doorman 48 | 377 | 395 | 311 | 120 | 121.9 | 5,777 | 25,094 | 384 | 0 |
| `b-qwen1.5-32b` | six-way | 329 | 399 | 300 | 95 | 69.9 | 1,682 | 32,428 | 216 | 0 |
| `b-qwen1.5-32b` | doorman 48 | 567 | 747 | 535 | 100 | 53.4 | 1,409 | 25,478 | 126 | 0 |
| `b-llama3-8b` | six-way | 226 | 251 | 178 | 122 | 153.2 | 7,319 | 30,868 | 809 | 0 |
| `b-llama3-8b` | doorman 48 | 257 | 283 | 229 | 123 | 163.9 | 6,445 | 23,784 | 228 | 0 |
| `b-phi3-14b` | six-way | 196 | 222 | 120 | 17 | 99.1 | 4,541 | 35,129 | 784 | 0 |
| `b-phi3-14b` | doorman 48 | 225 | 229 | 213 | 17 | 166.7 | 3,741 | 26,329 | 96 | 0 |
| `b-mistral-small-22b` | six-way | 220 | 344 | 184 | 17 | 71.5 | 2,382 | 34,495 | 354 | 0 |
| `b-mistral-small-22b` | doorman 48 | 405 | 425 | 344 | 19 | 64.1 | 1,941 | 25,493 | 196 | 0 |
| `b-qwen2.5-32b` | six-way | 364 | 421 | 317 | 103 | 54.8 | 1,755 | 32,924 | 272 | 0 |
| `b-qwen2.5-32b` | doorman 48 | 535 | 553 | 505 | 100 | 62.6 | 1,520 | 24,751 | 102 | 0 |
| `b-phi4-14b` | six-way | 265 | 298 | 168 | 69 | 80.5 | 3,970 | 30,868 | 864 | 0 |
| `b-phi4-14b` | doorman 48 | 350 | 361 | 254 | 70 | 83.2 | 3,561 | 23,832 | 384 | 0 |
| `b-deepseek-r1-32b` | six-way | 520 | 573 | 304 | 102 | 37.2 | 1,670 | 30,116 | 864 | 2,390 |
| `b-deepseek-r1-32b` | doorman 48 | 705 | 717 | 490 | 97 | 37.1 | 1,472 | 23,503 | 384 | 917 |
| `b-mistral-small-24b-2501` | six-way | 287 | 344 | 251 | 113 | 76.1 | 3,766 | 47,138 | 305 | 0 |
| `b-mistral-small-24b-2501` | doorman 48 | 440 | 482 | 406 | 127 | 78.6 | 2,832 | 31,172 | 131 | 0 |
| `b-gemma3-27b` | six-way | 608 | 677 | 576 | 248 | 63.8 | 1,276 | 30,581 | 242 | 0 |
| `b-gemma3-27b` | doorman 48 | 989 | 1,025 | 792 | 262 | 40.8 | 1,459 | 24,616 | 384 | 0 |
| `b-qwen3-30b-a3b` | six-way | 216 | 239 | 182 | 99 | 213.7 | 4,291 | 31,520 | 733 | 0 |
| `b-qwen3-30b-a3b` | doorman 48 | 262 | 273 | 224 | 100 | 208.3 | 5,102 | 24,127 | 363 | 0 |
| `t-qwen3-30b-a3b-on` | six-way | 5,410 | 15,576 | 229 | 102 | 195.2 | 4,033 | 30,872 | 138,095 | 625,063 |
| `t-qwen3-30b-a3b-on` | doorman 48 | 2,079 | 7,907 | 250 | 107 | 197.4 | 4,920 | 23,839 | 25,196 | 103,340 |
| `b-qwen3-32b` | six-way | 513 | 588 | 302 | 98 | 37.7 | 1,642 | 31,520 | 762 | 0 |
| `b-qwen3-32b` | doorman 48 | 554 | 580 | 493 | 100 | 48.6 | 1,502 | 24,127 | 149 | 0 |
| `b-mistral-small3.2-24b` | six-way | 279 | 431 | 253 | 135 | 70.7 | 6,679 | 84,506 | 324 | 0 |
| `b-mistral-small3.2-24b` | doorman 48 | 394 | 491 | 372 | 136 | 83.5 | 4,289 | 47,780 | 115 | 0 |
| `b-qwen3-30b-a3b-2507` | six-way | 208 | 233 | 178 | 96 | 216.2 | 4,271 | 30,656 | 709 | 0 |
| `b-qwen3-30b-a3b-2507` | doorman 48 | 263 | 277 | 226 | 102 | 210.8 | 5,125 | 23,743 | 384 | 0 |
| `b-gpt-oss-20b-low` | six-way | 842 | 2,612 | 279 | 216 | 151.2 | 6,721 | 36,181 | 13,971 | 56,059 |
| `b-gpt-oss-20b-low` | doorman 48 | 814 | 1,030 | 300 | 214 | 152.7 | 8,100 | 26,499 | 3,857 | 13,936 |
| `t-gpt-oss-20b-medium` | six-way | 4,134 | 28,656 | 286 | 212 | 145.8 | 6,413 | 36,181 | 105,198 | 463,884 |
| `t-gpt-oss-20b-medium` | doorman 48 | 2,540 | 8,600 | 313 | 221 | 145.8 | 7,887 | 26,499 | 24,691 | 104,863 |
| `b-granite4-32b-a9b` | six-way | 375 | 409 | 364 | 68 | 168.1 | 1,719 | 33,028 | 221 | 0 |
| `b-granite4-32b-a9b` | doorman 48 | 652 | 680 | 587 | 68 | 110.4 | 1,692 | 24,792 | 276 | 0 |
| `b-ministral3-14b` | six-way | 220 | 244 | 207 | 135 | 154.3 | 12,488 | 89,582 | 218 | 0 |
| `b-ministral3-14b` | doorman 48 | 292 | 321 | 276 | 136 | 130.2 | 7,869 | 50,036 | 114 | 0 |
| `b-olmo3.1-32b` | six-way | 503 | 558 | 442 | 80 | 48.4 | 1,158 | 36,916 | 324 | 0 |
| `b-olmo3.1-32b` | doorman 48 | 797 | 855 | 581 | 81 | 37.1 | 1,360 | 26,520 | 384 | 0 |
| `b-glm4.7-flash` | six-way | 265 | 294 | 248 | 152 | 170.9 | 2,114 | 30,328 | 324 | 0 |
| `b-glm4.7-flash` | doorman 48 | 323 | 361 | 297 | 159 | 161.7 | 4,019 | 23,544 | 234 | 0 |
| `t-glm4.7-flash-on` | six-way | 8,100 | 28,919 | 297 | 163 | 146.5 | 3,187 | 30,328 | 207,817 | 840,458 |
| `t-glm4.7-flash-on` | doorman 48 | 9,629 | 29,154 | 340 | 164 | 145.2 | 3,939 | 23,544 | 94,202 | 370,348 |
| `b-qwen3.5-27b` | six-way | 589 | 645 | 553 | 181 | 66.5 | 1,177 | 31,303 | 229 | 0 |
| `b-qwen3.5-27b` | doorman 48 | 891 | 919 | 863 | 181 | 70.2 | 1,177 | 24,550 | 96 | 0 |
| `k0a-gemma4-anchor-cd` | six-way | 396 | 441 | 374 | 242 | 163.4 | 3,379 | 30,905 | 430 | 0 |
| `k0a-gemma4-anchor-cd` | doorman 48 | 464 | 505 | 445 | 244 | 173.0 | 4,429 | 24,760 | 174 | 0 |
| `t-gemma4-anchor-on` | six-way | 8,599 | 29,757 | 467 | 256 | 141.6 | 3,251 | 31,229 | 191,177 | 726,413 |
| `t-gemma4-anchor-on` | doorman 48 | 4,141 | 14,322 | 512 | 259 | 142.6 | 4,299 | 24,904 | 35,566 | 134,238 |
| `b-gemma4-31b` | six-way | 806 | 900 | 710 | 266 | 41.2 | 1,073 | 30,905 | 448 | 0 |
| `b-gemma4-31b` | doorman 48 | 1,094 | 1,167 | 1,027 | 266 | 45.7 | 1,193 | 24,760 | 146 | 0 |
| `b-granite4.1-30b` | six-way | 310 | 449 | 256 | 65 | 53.0 | 1,779 | 30,652 | 359 | 0 |
| `b-granite4.1-30b` | doorman 48 | 469 | 640 | 441 | 71 | 54.1 | 1,572 | 23,736 | 150 | 0 |
| `b-qwen3.6-27b` | six-way | 589 | 648 | 546 | 178 | 57.0 | 1,191 | 31,303 | 291 | 0 |
| `b-qwen3.6-27b` | doorman 48 | 904 | 934 | 850 | 187 | 54.4 | 1,182 | 24,550 | 144 | 0 |
| `b-gemma4-12b` | six-way | 499 | 558 | 422 | 236 | 86.7 | 2,641 | 30,905 | 710 | 0 |
| `b-gemma4-12b` | doorman 48 | 583 | 645 | 550 | 256 | 106.5 | 3,024 | 24,760 | 150 | 0 |
| `t-gemma4-12b-on` | six-way | 54,908 | 59,345 | 551 | 250 | 70.3 | 2,596 | 31,229 | 274,603 | 1,071,733 |
| `t-gemma4-12b-on` | doorman 48 | 10,352 | 59,416 | 637 | 259 | 70.6 | 2,945 | 24,904 | 62,200 | 234,748 |
| `b-qwen3.8-27b` | six-way | 546 | 605 | 518 | 157 | 71.5 | 1,186 | 31,303 | 216 | 0 |
| `b-qwen3.8-27b` | doorman 48 | 1,002 | 1,029 | 815 | 160 | 43.3 | 1,183 | 24,550 | 312 | 0 |

## 5 · Energy per task window (BOARD and RAPL package-0, each labelled)

J per correct divides by the strict count (0 correct prints —). Net = minus the resident idle: the card's draw with the model loaded, read over a median 9 s just before the task (`tasks_run.<set>.idle`). Compute-phase = the task's mean board W × the server's Σ (prompt_eval + eval) seconds. J per decode / prompt token (task) = mean board W × that phase's seconds ÷ its tokens: with reasoning off each item decodes at most 8 tokens, so the task's decode figure carries per-call overhead and the probe's (section 6) is the per-token one; the task's prefill figure counts cache hits in full. BOARD samples = the 1 Hz sampler's count over the window (a short window is a coarse figure).

| arm | set | BOARD J | window s | BOARD samples | BOARD mean W | BOARD peak W | BOARD resident idle W | BOARD J per correct | BOARD J per correct, net of idle | BOARD J per correct, compute phase | BOARD J per decode token (task) | BOARD J per prompt token (task) | package-0 mean W | package-0 J | package-0 J per correct |
|---|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| `b-falcon-7b` | six-way | 1,392 | 14.0 | 15 | 99.4 | 113.2 | 22.9 | 464.1 | 357.3 | 278.2 | 0.554 | 0.0120 | 68.6 | 919 | 306.2 |
| `b-falcon-7b` | doorman 48 | 937 | 8.0 | 9 | 117.1 | 153.0 | 24.4 | 937.4 | 742.4 | 646.4 | 0.670 | 0.0155 | 65.9 | 475 | 475.3 |
| `b-vicuna-33b` | six-way | 6,862 | 67.0 | 68 | 102.4 | 122.4 | 22.5 | 361.2 | 281.8 | 217.1 | 2.525 | 0.0505 | 25.3 | 1,672 | 88.0 |
| `b-vicuna-33b` | doorman 48 | 4,394 | 43.0 | 44 | 102.1 | 119.9 | 23.2 | 146.5 | 113.1 | 85.8 | 2.507 | 0.0629 | 31.0 | 1,280 | 42.7 |
| `b-llama2-13b` | six-way | 3,253 | 34.0 | 35 | 95.6 | 108.4 | 22.7 | — | — | — | 1.054 | 0.0221 | 41.5 | 1,370 | — |
| `b-llama2-13b` | doorman 48 | 1,935 | 21.0 | 22 | 92.1 | 104.1 | 24.4 | 96.7 | 71.1 | 51.4 | 1.004 | 0.0262 | 41.5 | 856 | 42.8 |
| `b-llama2-7b` | six-way | 1,860 | 21.0 | 22 | 88.6 | 95.5 | 22.8 | 186.0 | 138.0 | 83.4 | 0.508 | 0.0110 | 47.0 | 968 | 96.8 |
| `b-llama2-7b` | doorman 48 | 1,113 | 13.0 | 14 | 85.6 | 95.5 | 23.9 | 159.0 | 114.7 | 78.2 | 0.505 | 0.0132 | 35.8 | 443 | 63.2 |
| `k1-mistral-v0.1-cd` | six-way | 1,462 | 14.0 | 15 | 104.4 | 115.2 | 22.7 | 146.2 | 114.4 | 87.6 | 0.567 | 0.0124 | 30.7 | 380 | 38.0 |
| `k1-mistral-v0.1-cd` | doorman 48 | 1,004 | 12.0 | 13 | 83.6 | 119.8 | 23.6 | — | — | — | 0.466 | 0.0231 | 40.3 | 458 | — |
| `b-yi-34b` | six-way | 5,141 | 39.0 | 40 | 131.7 | 141.6 | 22.7 | 257.0 | 212.7 | 210.7 | 3.054 | 0.0691 | 37.0 | 1,412 | 70.6 |
| `b-yi-34b` | doorman 48 | 3,165 | 23.0 | 24 | 137.6 | 149.7 | 24.0 | 87.9 | 72.6 | 71.4 | 2.233 | 0.0895 | 31.2 | 676 | 18.8 |
| `b-phi2-2.7b` | six-way | 999 | 14.0 | 15 | 71.3 | 81.0 | 22.9 | 124.9 | 84.9 | 43.5 | 0.249 | 0.0041 | 32.2 | 431 | 53.9 |
| `b-phi2-2.7b` | doorman 48 | 576 | 10.0 | 11 | 57.6 | 75.5 | 23.0 | 33.9 | 20.3 | 16.0 | 0.202 | 0.0088 | 26.7 | 248 | 14.6 |
| `b-gemma1.1-7b` | six-way | 1,501 | 25.0 | 26 | 60.0 | 66.6 | 22.7 | 71.5 | 44.4 | 17.0 | 0.287 | 0.0092 | 27.6 | 656 | 31.2 |
| `b-gemma1.1-7b` | doorman 48 | 1,458 | 18.0 | 19 | 80.9 | 92.2 | 23.2 | 91.1 | 65.0 | 37.9 | 0.663 | 0.0140 | 34.6 | 570 | 35.6 |
| `b-qwen1.5-32b` | six-way | 4,108 | 36.0 | 37 | 114.1 | 126.8 | 22.3 | 67.3 | 54.1 | 41.8 | 1.632 | 0.0678 | 25.3 | 888 | 14.6 |
| `b-qwen1.5-32b` | doorman 48 | 3,557 | 28.0 | 29 | 127.0 | 145.8 | 23.6 | 161.7 | 131.6 | 118.0 | 2.379 | 0.0901 | 25.9 | 696 | 31.6 |
| `b-llama3-8b` | six-way | 2,148 | 29.1 | 26 | 73.9 | 87.4 | 22.7 | 47.7 | 33.1 | 15.6 | 0.482 | 0.0101 | 29.0 | 807 | 17.9 |
| `b-llama3-8b` | doorman 48 | 975 | 12.0 | 13 | 81.2 | 93.6 | 22.9 | 32.5 | 23.3 | 13.8 | 0.496 | 0.0126 | 29.0 | 329 | 11.0 |
| `b-phi3-14b` | six-way | 2,602 | 21.0 | 22 | 123.8 | 135.9 | 22.8 | 56.6 | 46.1 | 42.1 | 1.249 | 0.0273 | 39.3 | 812 | 17.7 |
| `b-phi3-14b` | doorman 48 | 1,232 | 10.0 | 11 | 123.1 | 133.1 | 23.3 | 34.2 | 27.7 | 26.0 | 0.739 | 0.0329 | 30.5 | 252 | 7.0 |
| `b-mistral-small-22b` | six-way | 3,317 | 25.0 | 26 | 132.6 | 143.8 | 22.5 | 62.6 | 52.0 | 48.6 | 1.855 | 0.0557 | 23.3 | 553 | 10.4 |
| `b-mistral-small-22b` | doorman 48 | 2,618 | 19.0 | 20 | 137.7 | 149.9 | 22.7 | 84.5 | 70.5 | 71.9 | 2.149 | 0.0710 | 24.2 | 425 | 13.7 |
| `b-qwen2.5-32b` | six-way | 4,141 | 39.0 | 40 | 106.2 | 165.6 | 22.8 | 46.0 | 36.1 | 28.0 | 1.936 | 0.0605 | 83.6 | 3,186 | 35.4 |
| `b-qwen2.5-32b` | doorman 48 | 3,118 | 25.0 | 26 | 124.7 | 141.6 | 23.7 | 77.9 | 63.1 | 55.8 | 1.992 | 0.0820 | 69.1 | 1,637 | 40.9 |
| `b-phi4-14b` | six-way | 3,376 | 29.0 | 30 | 116.4 | 134.4 | 22.6 | 40.7 | 32.8 | 25.9 | 1.445 | 0.0293 | 27.8 | 773 | 9.3 |
| `b-phi4-14b` | doorman 48 | 1,873 | 16.0 | 17 | 116.8 | 129.9 | 22.9 | — | — | — | 1.404 | 0.0328 | 25.6 | 370 | — |
| `b-deepseek-r1-32b` | six-way | 6,830 | 56.0 | 57 | 121.9 | 136.5 | 22.6 | — | — | — | 3.279 | 0.0730 | 47.4 | 2,590 | — |
| `b-deepseek-r1-32b` | doorman 48 | 4,320 | 33.0 | 34 | 130.8 | 146.7 | 23.5 | — | — | — | 3.525 | 0.0888 | 39.9 | 1,273 | — |
| `b-mistral-small-24b-2501` | six-way | 3,144 | 31.0 | 32 | 101.4 | 119.2 | 22.6 | 38.8 | 30.2 | 20.7 | 1.332 | 0.0269 | 26.2 | 785 | 9.7 |
| `b-mistral-small-24b-2501` | doorman 48 | 2,318 | 21.0 | 22 | 110.4 | 126.0 | 23.3 | 66.2 | 52.3 | 40.0 | 1.404 | 0.0390 | 23.8 | 492 | 14.1 |
| `b-gemma3-27b` | six-way | 5,340 | 65.0 | 66 | 82.1 | 105.7 | 22.4 | 60.0 | 43.6 | 25.6 | 1.287 | 0.0644 | 26.9 | 1,722 | 19.3 |
| `b-gemma3-27b` | doorman 48 | 4,514 | 47.1 | 48 | 95.9 | 103.9 | 23.6 | 250.8 | 189.2 | 140.1 | 2.352 | 0.0657 | 24.7 | 1,150 | 63.9 |
| `b-qwen3-30b-a3b` | six-way | 1,907 | 23.0 | 24 | 82.9 | 90.4 | 22.6 | 29.3 | 21.4 | 13.7 | 0.388 | 0.0193 | 26.6 | 604 | 9.3 |
| `b-qwen3-30b-a3b` | doorman 48 | 1,034 | 12.0 | 13 | 86.1 | 96.3 | 23.2 | 147.7 | 107.9 | 79.6 | 0.413 | 0.0169 | 27.4 | 311 | 44.5 |
| `t-qwen3-30b-a3b-on` | six-way | 105,831 | 735.8 | 736 | 143.8 | 149.1 | 22.6 | 1,356.8 | 1,143.8 | 1,319.0 | 0.737 | 0.0357 | 30.6 | 22,505 | 288.5 |
| `t-qwen3-30b-a3b-on` | doorman 48 | 19,671 | 140.1 | 141 | 140.4 | 150.1 | 25.8 | — | — | — | 0.711 | 0.0285 | 38.9 | 5,413 | — |
| `b-qwen3-32b` | six-way | 6,647 | 54.0 | 55 | 123.1 | 138.6 | 22.5 | 82.1 | 67.1 | 59.9 | 3.264 | 0.0749 | 27.9 | 1,466 | 18.1 |
| `b-qwen3-32b` | doorman 48 | 3,340 | 26.0 | 27 | 128.3 | 141.9 | 23.2 | 81.5 | 66.7 | 59.9 | 2.641 | 0.0854 | 32.2 | 797 | 19.5 |
| `b-mistral-small3.2-24b` | six-way | 3,273 | 32.0 | 33 | 102.2 | 123.8 | 22.5 | 43.1 | 33.6 | 23.2 | 1.445 | 0.0153 | 43.4 | 1,339 | 17.6 |
| `b-mistral-small3.2-24b` | doorman 48 | 2,268 | 19.0 | 20 | 119.3 | 135.4 | 23.1 | 94.5 | 76.2 | 62.2 | 1.428 | 0.0278 | 45.0 | 832 | 34.7 |
| `b-qwen3-30b-a3b-2507` | six-way | 1,802 | 22.0 | 23 | 81.9 | 91.4 | 22.6 | 25.7 | 18.6 | 12.2 | 0.379 | 0.0192 | 25.0 | 517 | 7.4 |
| `b-qwen3-30b-a3b-2507` | doorman 48 | 1,026 | 12.0 | 13 | 85.5 | 94.6 | 23.4 | 171.0 | 124.2 | 91.9 | 0.405 | 0.0167 | 25.1 | 285 | 47.5 |
| `b-gpt-oss-20b-low` | six-way | 15,482 | 122.1 | 123 | 126.8 | 150.9 | 22.5 | 221.2 | 181.9 | 177.1 | 0.838 | 0.0189 | 27.9 | 3,374 | 48.2 |
| `b-gpt-oss-20b-low` | doorman 48 | 4,656 | 39.0 | 40 | 119.4 | 135.9 | 24.3 | 160.6 | 127.9 | 117.4 | 0.782 | 0.0147 | 27.5 | 1,051 | 36.2 |
| `t-gpt-oss-20b-medium` | six-way | 109,028 | 754.8 | 755 | 144.4 | 152.3 | 22.8 | 1,535.6 | 1,293.3 | 1,479.7 | 0.991 | 0.0225 | 27.5 | 20,723 | 291.9 |
| `t-gpt-oss-20b-medium` | doorman 48 | 25,965 | 184.3 | 185 | 140.9 | 150.7 | 25.0 | 786.8 | 647.4 | 737.3 | 0.966 | 0.0179 | 30.5 | 5,606 | 169.9 |
| `b-granite4-32b-a9b` | six-way | 3,440 | 40.1 | 41 | 85.7 | 98.1 | 22.4 | 78.2 | 57.7 | 40.0 | 0.510 | 0.0499 | 31.1 | 1,216 | 27.6 |
| `b-granite4-32b-a9b` | doorman 48 | 2,414 | 30.0 | 31 | 80.4 | 103.0 | 23.6 | 160.9 | 113.7 | 91.9 | 0.728 | 0.0475 | 23.9 | 692 | 46.1 |
| `b-ministral3-14b` | six-way | 1,840 | 23.0 | 24 | 80.0 | 88.9 | 22.6 | 25.9 | 18.6 | 9.7 | 0.518 | 0.0064 | 35.2 | 761 | 10.7 |
| `b-ministral3-14b` | doorman 48 | 1,371 | 14.0 | 15 | 97.9 | 109.7 | 23.2 | 80.6 | 61.5 | 41.6 | 0.752 | 0.0124 | 36.3 | 449 | 26.4 |
| `b-olmo3.1-32b` | six-way | 6,868 | 54.0 | 55 | 127.2 | 136.9 | 22.6 | 112.6 | 92.5 | 80.4 | 2.628 | 0.1098 | 31.7 | 1,667 | 27.3 |
| `b-olmo3.1-32b` | doorman 48 | 4,820 | 38.0 | 39 | 126.8 | 144.8 | 23.2 | — | — | — | 3.418 | 0.0932 | 30.3 | 1,127 | — |
| `b-glm4.7-flash` | six-way | 2,239 | 34.0 | 35 | 65.8 | 81.6 | 22.6 | 52.1 | 34.2 | 24.9 | 0.385 | 0.0311 | 29.0 | 955 | 22.2 |
| `b-glm4.7-flash` | doorman 48 | 1,275 | 15.0 | 16 | 85.0 | 100.0 | 22.8 | 55.4 | 40.6 | 27.0 | 0.525 | 0.0211 | 27.6 | 370 | 16.1 |
| `t-glm4.7-flash-on` | six-way | 211,054 | 1,455.6 | 1,455 | 145.0 | 148.7 | 22.6 | 2,972.6 | 2,509.4 | 2,916.8 | 0.990 | 0.0455 | 35.7 | 51,926 | 731.3 |
| `t-glm4.7-flash-on` | doorman 48 | 96,727 | 666.7 | 667 | 145.1 | 149.7 | 13.1 | 24,181.7 | 22,003.1 | 23,747.8 | 0.999 | 0.0368 | 37.1 | 24,696 | 6,174.1 |
| `b-qwen3.5-27b` | six-way | 5,571 | 63.0 | 64 | 88.4 | 111.3 | 22.7 | 58.0 | 43.1 | 27.7 | 1.329 | 0.0751 | 29.2 | 1,810 | 18.9 |
| `b-qwen3.5-27b` | doorman 48 | 3,620 | 42.0 | 43 | 86.2 | 108.1 | 23.3 | 78.7 | 57.5 | 41.6 | 1.227 | 0.0732 | 28.2 | 1,136 | 24.7 |
| `k0a-gemma4-anchor-cd` | six-way | 2,406 | 43.0 | 44 | 55.9 | 66.3 | 22.4 | 28.6 | 17.1 | 7.8 | 0.342 | 0.0165 | 27.5 | 1,134 | 13.5 |
| `k0a-gemma4-anchor-cd` | doorman 48 | 1,287 | 22.0 | 23 | 58.5 | 72.3 | 23.3 | 35.8 | 21.5 | 10.7 | 0.338 | 0.0132 | 25.3 | 522 | 14.5 |
| `t-gemma4-anchor-on` | six-way | 198,475 | 1,403.6 | 1,403 | 141.4 | 146.4 | 22.8 | 33,079.2 | 27,743.2 | 32,036.3 | 0.998 | 0.0435 | 34.9 | 48,969 | 8,161.5 |
| `t-gemma4-anchor-on` | doorman 48 | 37,367 | 274.2 | 275 | 136.3 | 146.0 | 25.3 | 1,038.0 | 845.0 | 965.7 | 0.955 | 0.0317 | 37.0 | 10,122 | 281.2 |
| `b-gemma4-31b` | six-way | 7,261 | 87.0 | 88 | 83.4 | 110.1 | 22.7 | 78.1 | 56.8 | 35.6 | 2.022 | 0.0777 | 28.4 | 2,428 | 26.1 |
| `b-gemma4-31b` | doorman 48 | 4,380 | 52.0 | 53 | 84.2 | 99.3 | 23.3 | 109.5 | 79.2 | 50.4 | 1.841 | 0.0706 | 33.6 | 1,732 | 43.3 |
| `b-granite4.1-30b` | six-way | 4,126 | 34.0 | 35 | 121.3 | 131.5 | 22.5 | 53.6 | 43.6 | 37.8 | 2.287 | 0.0682 | 27.4 | 903 | 11.7 |
| `b-granite4.1-30b` | doorman 48 | 2,987 | 23.0 | 24 | 129.8 | 144.3 | 24.5 | 76.6 | 62.1 | 59.5 | 2.398 | 0.0826 | 28.4 | 616 | 15.8 |
| `b-qwen3.6-27b` | six-way | 5,818 | 64.0 | 65 | 90.9 | 108.9 | 22.5 | 61.2 | 46.1 | 30.0 | 1.593 | 0.0763 | 25.8 | 1,623 | 17.1 |
| `b-qwen3.6-27b` | doorman 48 | 4,006 | 46.9 | 44 | 85.4 | 104.6 | 23.2 | 125.2 | 91.2 | 62.4 | 1.569 | 0.0722 | 30.5 | 1,382 | 43.2 |
| `b-gemma4-12b` | six-way | 3,739 | 53.0 | 54 | 70.5 | 81.1 | 22.5 | 113.3 | 77.1 | 42.5 | 0.814 | 0.0267 | 28.9 | 1,520 | 46.0 |
| `b-gemma4-12b` | doorman 48 | 1,853 | 27.0 | 28 | 68.6 | 84.1 | 24.0 | 52.9 | 34.4 | 18.8 | 0.644 | 0.0227 | 27.5 | 739 | 21.1 |
| `t-gemma4-12b-on` | six-way | 552,386 | 3,973.1 | 3,967 | 139.0 | 144.2 | 23.0 | 16,739.0 | 13,972.6 | 16,518.2 | 1.979 | 0.0536 | 30.5 | 121,263 | 3,674.6 |
| `t-gemma4-12b-on` | doorman 48 | 125,615 | 912.2 | 909 | 137.7 | 143.9 | 26.6 | 4,052.1 | 3,269.8 | 3,950.9 | 1.950 | 0.0468 | 29.0 | 26,432 | 852.6 |
| `b-qwen3.8-27b` | six-way | 5,488 | 59.1 | 60 | 92.9 | 112.0 | 22.5 | 59.0 | 44.7 | 29.4 | 1.300 | 0.0783 | 23.7 | 1,370 | 14.7 |
| `b-qwen3.8-27b` | doorman 48 | 4,400 | 45.0 | 46 | 97.7 | 112.2 | 23.9 | 366.7 | 276.8 | 227.6 | 2.257 | 0.0826 | 24.7 | 1,072 | 89.4 |

## 6 · The probes: time to first token, decode and prefill (one window each)

TTFT = the client clock on localhost from the request to the first chunk, over the first 12 six-way prompts streamed in task order (the task's own cache condition). Decode = 3 runs × 256 tokens; prefill = nonce-first cold runs of a median 2,256 prompt tokens. J per token = the probe window's mean board W × the phase seconds ÷ its tokens; net subtracts the resident idle.

| arm | TTFT median s | TTFT p95 s | TTFT prompts | decode tok/s (median) | BOARD mean W (decode) | BOARD J per decode token | BOARD J per decode token, net | prefill tok/s (median) | BOARD mean W (prefill) | BOARD J per prompt token | prefill runs | package-0 mean W (decode) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| `b-falcon-7b` | 0.064 | 0.093 | 12 | 154.1 | 91.1 | 0.590 | 0.432 | 7,210 | 111.9 | 0.0155 | 40 | 68.5 |
| `b-vicuna-33b` | 0.478 | 0.550 | 12 | 35.7 | 126.4 | 3.537 | 2.887 | 1,480 | 93.0 | 0.0626 | 7 | 35.1 |
| `b-llama2-13b` | 0.261 | 0.313 | 12 | 77.8 | 128.1 | 1.647 | 1.334 | 3,371 | 91.4 | 0.0271 | 8 | 40.7 |
| `b-llama2-7b` | 0.163 | 0.206 | 12 | 145.0 | 116.6 | 0.804 | 0.640 | 6,268 | 81.4 | 0.0130 | 13 | 40.8 |
| `k1-mistral-v0.1-cd` | 0.101 | 0.117 | 12 | 154.0 | 111.4 | 0.724 | 0.570 | 6,684 | 113.3 | 0.0169 | 23 | 41.5 |
| `b-yi-34b` | 0.287 | 0.298 | 12 | 34.6 | 127.6 | 3.688 | 2.995 | 1,457 | 131.6 | 0.0906 | 7 | 31.4 |
| `b-phi2-2.7b` | 0.108 | 0.123 | 12 | 261.7 | 93.0 | 0.359 | 0.270 | 14,386 | 65.6 | 0.0046 | 40 | 28.7 |
| `b-gemma1.1-7b` | 0.235 | 0.272 | 12 | 107.5 | 118.4 | 1.101 | 0.885 | 5,344 | 83.7 | 0.0157 | 13 | 32.0 |
| `b-qwen1.5-32b` | 0.360 | 0.384 | 12 | 32.5 | 134.3 | 4.130 | 3.404 | 1,389 | 125.7 | 0.0905 | 7 | 25.6 |
| `b-llama3-8b` | 0.181 | 0.204 | 12 | 125.8 | 115.1 | 0.914 | 0.732 | 6,070 | 103.3 | 0.0171 | 20 | 59.0 |
| `b-phi3-14b` | 0.134 | 0.148 | 12 | 82.6 | 126.9 | 1.535 | 1.253 | 3,758 | 127.9 | 0.0341 | 14 | 32.4 |
| `b-mistral-small-22b` | 0.222 | 0.240 | 12 | 47.2 | 133.0 | 2.816 | 2.334 | 1,854 | 126.2 | 0.0681 | 8 | 23.9 |
| `b-qwen2.5-32b` | 0.343 | 0.391 | 12 | 32.0 | 136.6 | 4.267 | 3.527 | 1,385 | 130.5 | 0.0943 | 7 | 66.4 |
| `b-phi4-14b` | 0.187 | 0.203 | 12 | 70.1 | 130.3 | 1.857 | 1.531 | 3,404 | 126.2 | 0.0371 | 14 | 25.8 |
| `b-deepseek-r1-32b` | 0.397 | 0.435 | 12 | 32.0 | 136.1 | 4.247 | 3.514 | 1,366 | 127.4 | 0.0933 | 7 | 40.9 |
| `b-mistral-small-24b-2501` | 0.295 | 0.320 | 12 | 45.4 | 131.9 | 2.905 | 2.392 | 2,128 | 123.3 | 0.0579 | 9 | 24.3 |
| `b-gemma3-27b` | 0.616 | 0.703 | 12 | 36.8 | 128.0 | 3.474 | 2.834 | 1,457 | 100.8 | 0.0692 | 6 | 23.5 |
| `b-qwen3-30b-a3b` | 0.194 | 0.205 | 12 | 213.3 | 108.5 | 0.509 | 0.400 | 4,913 | 112.4 | 0.0229 | 19 | 29.7 |
| `b-qwen3-32b` | 0.365 | 0.390 | 12 | 32.0 | 135.9 | 4.251 | 3.526 | 1,357 | 132.6 | 0.0978 | 7 | 31.8 |
| `b-mistral-small3.2-24b` | 0.282 | 0.297 | 12 | 45.0 | 132.3 | 2.939 | 2.427 | 2,411 | 121.0 | 0.0502 | 9 | 47.0 |
| `b-qwen3-30b-a3b-2507` | 0.190 | 0.208 | 12 | 214.7 | 109.5 | 0.510 | 0.402 | 4,955 | 112.3 | 0.0227 | 19 | 23.7 |
| `b-gpt-oss-20b-low` | 0.303 | 0.334 | 12 | 150.4 | 121.8 | 0.810 | 0.648 | 9,317 | 86.4 | 0.0093 | 24 | 26.1 |
| `b-granite4-32b-a9b` | 0.550 | 0.565 | 12 | 92.4 | 115.1 | 1.245 | 0.990 | 2,218 | 112.7 | 0.0508 | 10 | 23.7 |
| `b-ministral3-14b` | 0.217 | 0.242 | 12 | 75.1 | 124.8 | 1.661 | 1.352 | 4,525 | 113.0 | 0.0250 | 13 | 37.7 |
| `b-olmo3.1-32b` | 0.455 | 0.504 | 12 | 32.8 | 134.1 | 4.081 | 3.374 | 1,290 | 117.2 | 0.0907 | 6 | 30.6 |
| `b-glm4.7-flash` | 0.185 | 0.265 | 12 | 157.7 | 112.7 | 0.715 | 0.570 | 3,446 | 118.4 | 0.0344 | 14 | 26.7 |
| `b-qwen3.5-27b` | 0.759 | 0.809 | 12 | 37.1 | 126.4 | 3.406 | 2.779 | 1,430 | 117.4 | 0.0821 | 6 | 30.3 |
| `k0a-gemma4-anchor-cd` | 0.389 | 0.435 | 12 | 149.7 | 105.0 | 0.701 | 0.546 | 4,434 | 79.1 | 0.0179 | 13 | 25.6 |
| `b-gemma4-31b` | 0.777 | 0.831 | 12 | 32.5 | 128.2 | 3.955 | 3.237 | 1,068 | 87.7 | 0.0817 | 4 | 37.7 |
| `b-granite4.1-30b` | 0.293 | 0.327 | 12 | 36.1 | 135.6 | 3.754 | 3.075 | 1,464 | 129.8 | 0.0886 | 7 | 28.0 |
| `b-qwen3.6-27b` | 0.743 | 0.767 | 12 | 38.0 | 127.8 | 3.364 | 2.755 | 1,432 | 118.1 | 0.0825 | 6 | 27.9 |
| `b-gemma4-12b` | 0.470 | 0.506 | 12 | 74.8 | 119.2 | 1.596 | 1.274 | 2,994 | 87.8 | 0.0293 | 10 | 28.9 |
| `b-qwen3.8-27b` | 0.730 | 0.762 | 12 | 37.3 | 129.3 | 3.463 | 2.822 | 1,420 | 123.8 | 0.0872 | 7 | 25.2 |

No probe (TTFT not measured): `t-qwen3-30b-a3b-on`, `t-gpt-oss-20b-medium`, `t-glm4.7-flash-on`, `t-gemma4-anchor-on`, `t-gemma4-12b-on` — `queue.txt` sends the reasoning-on arms with probes `no`; their decode figures are the task's own (sections 4, 5).

## 7 · Posture and heat per task (R-20: the enforced limit is a range)

Enforced W = `enforced.power.limit` from the 1 Hz ext trace (`<arm>.<set>.ext.csv`, column 9) inside the task window (`board_task_window_epoch`); temperature peak = the same trace's column 4. Memory events = the growth of the serve unit's `memory.events max` across the arm (`arm.json`, before → `postflight`): R-20's clarification makes +0 the row-of-record receipt. MemoryMax = the serve unit's cap as the arm read it.

| arm | set | enforced W min | enforced W median | enforced W max | trace samples | clocks.max.sm MHz | nvidia-powerd | AC online | temp at start °C | temp peak °C (task) | temp guard max °C (arm) | memory.events max growth | MemoryMax GiB |
|---|---|---:|---:|---:|---:|---:|---|---|---:|---:|---:|---:|---:|
| `b-falcon-7b` | six-way | 135.00 | 150.00 | 150.00 | 15 | 3090 | active | 1 | 39 | 52 | 58 | +0 | 16 |
| `b-falcon-7b` | doorman 48 | 146.20 | 150.00 | 150.00 | 9 | 3090 | active | 1 | 44 | 54 | 58 | +0 | 16 |
| `b-vicuna-33b` | six-way | 150.00 | 150.00 | 150.00 | 68 | 3090 | active | 1 | 34 | 51 | 60 | +0 | 32 |
| `b-vicuna-33b` | doorman 48 | 150.00 | 150.00 | 150.00 | 44 | 3090 | active | 1 | 44 | 56 | 60 | +0 | 32 |
| `b-llama2-13b` | six-way | 150.00 | 150.00 | 150.00 | 35 | 3090 | active | 1 | 37 | 51 | 58 | +0 | 32 |
| `b-llama2-13b` | doorman 48 | 150.00 | 150.00 | 150.00 | 22 | 3090 | active | 1 | 44 | 54 | 58 | +0 | 32 |
| `b-llama2-7b` | six-way | 150.00 | 150.00 | 150.00 | 22 | 3090 | active | 1 | 38 | 49 | 51 | +0 | 32 |
| `b-llama2-7b` | doorman 48 | 150.00 | 150.00 | 150.00 | 14 | 3090 | active | 1 | 43 | 51 | 51 | +0 | 32 |
| `k1-mistral-v0.1-cd` | six-way | 150.00 | 150.00 | 150.00 | 15 | 3090 | active | 1 | 36 | 48 | 55 | +0 | 16 |
| `k1-mistral-v0.1-cd` | doorman 48 | 150.00 | 150.00 | 150.00 | 13 | 3090 | active | 1 | 40 | 49 | 55 | +0 | 16 |
| `b-yi-34b` | six-way | 135.00 | 150.00 | 150.00 | 40 | 3090 | active | 1 | 35 | 55 | 61 | +0 | 32 |
| `b-yi-34b` | doorman 48 | 150.00 | 150.00 | 150.00 | 24 | 3090 | active | 1 | 46 | 58 | 61 | +0 | 32 |
| `b-phi2-2.7b` | six-way | 150.00 | 150.00 | 150.00 | 15 | 3090 | active | 1 | 40 | 47 | 44 | +0 | 32 |
| `b-phi2-2.7b` | doorman 48 | 150.00 | 150.00 | 150.00 | 11 | 3090 | active | 1 | 41 | 46 | 44 | +0 | 32 |
| `b-gemma1.1-7b` | six-way | 150.00 | 150.00 | 150.00 | 26 | 3090 | active | 1 | 34 | 43 | 51 | +0 | 32 |
| `b-gemma1.1-7b` | doorman 48 | 150.00 | 150.00 | 150.00 | 19 | 3090 | active | 1 | 38 | 48 | 51 | +0 | 32 |
| `b-qwen1.5-32b` | six-way | 150.00 | 150.00 | 150.00 | 37 | 3090 | active | 1 | 31 | 49 | 58 | +0 | 32 |
| `b-qwen1.5-32b` | doorman 48 | 150.00 | 150.00 | 150.00 | 29 | 3090 | active | 1 | 41 | 55 | 58 | +0 | 32 |
| `b-llama3-8b` | six-way | 150.00 | 150.00 | 150.00 | 26 | 3090 | active | 1 | 34 | 44 | 48 | +0 | 32 |
| `b-llama3-8b` | doorman 48 | 150.00 | 150.00 | 150.00 | 13 | 3090 | active | 1 | 39 | 48 | 48 | +0 | 32 |
| `b-phi3-14b` | six-way | 150.00 | 150.00 | 150.00 | 22 | 3090 | active | 1 | 34 | 54 | 66 | +0 | 32 |
| `b-phi3-14b` | doorman 48 | 150.00 | 150.00 | 150.00 | 11 | 3090 | active | 1 | 45 | 59 | 66 | +0 | 32 |
| `b-mistral-small-22b` | six-way | 150.00 | 150.00 | 150.00 | 26 | 3090 | active | 1 | 33 | 51 | 58 | +0 | 32 |
| `b-mistral-small-22b` | doorman 48 | 150.00 | 150.00 | 150.00 | 20 | 3090 | active | 1 | 41 | 55 | 58 | +0 | 32 |
| `b-qwen2.5-32b` | six-way | 135.00 | 136.64 | 150.00 | 40 | 3090 | active | 1 | 40 | 59 | 67 | +0 | 32 |
| `b-qwen2.5-32b` | doorman 48 | 141.30 | 150.00 | 150.00 | 26 | 3090 | active | 1 | 50 | 63 | 67 | +0 | 32 |
| `b-phi4-14b` | six-way | 150.00 | 150.00 | 150.00 | 30 | 3090 | active | 1 | 33 | 50 | 56 | +0 | 32 |
| `b-phi4-14b` | doorman 48 | 150.00 | 150.00 | 150.00 | 17 | 3090 | active | 1 | 41 | 53 | 56 | +0 | 32 |
| `b-deepseek-r1-32b` | six-way | 150.00 | 150.00 | 150.00 | 57 | 3090 | active | 1 | 36 | 57 | 63 | +0 | 32 |
| `b-deepseek-r1-32b` | doorman 48 | 150.00 | 150.00 | 150.00 | 34 | 3090 | active | 1 | 48 | 61 | 63 | +0 | 32 |
| `b-mistral-small-24b-2501` | six-way | 150.00 | 150.00 | 150.00 | 32 | 3090 | active | 1 | 32 | 49 | 56 | +0 | 32 |
| `b-mistral-small-24b-2501` | doorman 48 | 150.00 | 150.00 | 150.00 | 22 | 3090 | active | 1 | 40 | 53 | 56 | +0 | 32 |
| `b-gemma3-27b` | six-way | 150.00 | 150.00 | 150.00 | 66 | 3090 | active | 1 | 32 | 49 | 55 | +0 | 32 |
| `b-gemma3-27b` | doorman 48 | 150.00 | 150.00 | 150.00 | 48 | 3090 | active | 1 | 41 | 50 | 55 | +0 | 32 |
| `b-qwen3-30b-a3b` | six-way | 150.00 | 150.00 | 150.00 | 24 | 3090 | active | 1 | 32 | 44 | 50 | +0 | 32 |
| `b-qwen3-30b-a3b` | doorman 48 | 150.00 | 150.00 | 150.00 | 13 | 3090 | active | 1 | 37 | 46 | 50 | +0 | 32 |
| `t-qwen3-30b-a3b-on` | six-way | 150.00 | 150.00 | 150.00 | 736 | 3090 | active | 1 | 34 | 67 | 66 | +0 | 32 |
| `t-qwen3-30b-a3b-on` | doorman 48 | 150.00 | 150.00 | 150.00 | 141 | 3090 | active | 1 | 59 | 67 | 66 | +0 | 32 |
| `b-qwen3-32b` | six-way | 150.00 | 150.00 | 150.00 | 55 | 3090 | active | 1 | 33 | 54 | 60 | +0 | 32 |
| `b-qwen3-32b` | doorman 48 | 150.00 | 150.00 | 150.00 | 27 | 3090 | active | 1 | 44 | 57 | 60 | +0 | 32 |
| `b-mistral-small3.2-24b` | six-way | 150.00 | 150.00 | 150.00 | 33 | 3090 | active | 1 | 35 | 52 | 59 | +0 | 32 |
| `b-mistral-small3.2-24b` | doorman 48 | 150.00 | 150.00 | 150.00 | 20 | 3090 | active | 1 | 43 | 57 | 59 | +0 | 32 |
| `b-qwen3-30b-a3b-2507` | six-way | 150.00 | 150.00 | 150.00 | 23 | 3090 | active | 1 | 35 | 46 | 50 | +0 | 32 |
| `b-qwen3-30b-a3b-2507` | doorman 48 | 150.00 | 150.00 | 150.00 | 13 | 3090 | active | 1 | 39 | 46 | 50 | +0 | 32 |
| `b-gpt-oss-20b-low` | six-way | 150.00 | 150.00 | 150.00 | 123 | 3090 | active | 1 | 34 | 58 | 58 | +0 | 32 |
| `b-gpt-oss-20b-low` | doorman 48 | 150.00 | 150.00 | 150.00 | 40 | 3090 | active | 1 | 51 | 58 | 58 | +0 | 32 |
| `t-gpt-oss-20b-medium` | six-way | 150.00 | 150.00 | 150.00 | 755 | 3090 | active | 1 | 37 | 65 | 65 | +0 | 32 |
| `t-gpt-oss-20b-medium` | doorman 48 | 150.00 | 150.00 | 150.00 | 185 | 3090 | active | 1 | 57 | 65 | 65 | +0 | 32 |
| `b-granite4-32b-a9b` | six-way | 150.00 | 150.00 | 150.00 | 41 | 3090 | active | 1 | 34 | 47 | 53 | +0 | 32 |
| `b-granite4-32b-a9b` | doorman 48 | 150.00 | 150.00 | 150.00 | 31 | 3090 | active | 1 | 41 | 49 | 53 | +0 | 32 |
| `b-ministral3-14b` | six-way | 150.00 | 150.00 | 150.00 | 24 | 3090 | active | 1 | 35 | 47 | 56 | +0 | 32 |
| `b-ministral3-14b` | doorman 48 | 150.00 | 150.00 | 150.00 | 15 | 3090 | active | 1 | 40 | 51 | 56 | +0 | 32 |
| `b-olmo3.1-32b` | six-way | 150.00 | 150.00 | 150.00 | 55 | 3090 | active | 1 | 34 | 55 | 62 | +0 | 32 |
| `b-olmo3.1-32b` | doorman 48 | 150.00 | 150.00 | 150.00 | 39 | 3090 | active | 1 | 46 | 59 | 62 | +0 | 32 |
| `b-glm4.7-flash` | six-way | 150.00 | 150.00 | 150.00 | 35 | 3090 | active | 1 | 36 | 47 | 54 | +0 | 32 |
| `b-glm4.7-flash` | doorman 48 | 150.00 | 150.00 | 150.00 | 16 | 3090 | active | 1 | 40 | 46 | 54 | +0 | 32 |
| `t-glm4.7-flash-on` | six-way | 150.00 | 150.00 | 150.00 | 1,455 | 3090 | active | 1 | 34 | 69 | 69 | +0 | 32 |
| `t-glm4.7-flash-on` | doorman 48 | 150.00 | 150.00 | 150.00 | 667 | 3090 | active | 1 | 53 | 69 | 69 | +0 | 32 |
| `b-qwen3.5-27b` | six-way | 150.00 | 150.00 | 150.00 | 64 | 3090 | active | 1 | 39 | 54 | 56 | +0 | 32 |
| `b-qwen3.5-27b` | doorman 48 | 150.00 | 150.00 | 150.00 | 43 | 3090 | active | 1 | 44 | 55 | 56 | +0 | 32 |
| `k0a-gemma4-anchor-cd` | six-way | 150.00 | 150.00 | 150.00 | 44 | 3090 | active | 1 | 34 | 44 | 48 | +0 | 32 |
| `k0a-gemma4-anchor-cd` | doorman 48 | 150.00 | 150.00 | 150.00 | 23 | 3090 | active | 1 | 39 | 45 | 48 | +0 | 32 |
| `t-gemma4-anchor-on` | six-way | 150.00 | 150.00 | 150.00 | 1,403 | 3090 | active | 1 | 36 | 68 | 67 | +0 | 32 |
| `t-gemma4-anchor-on` | doorman 48 | 150.00 | 150.00 | 150.00 | 275 | 3090 | active | 1 | 58 | 66 | 67 | +0 | 32 |
| `b-gemma4-31b` | six-way | 150.00 | 150.00 | 150.00 | 88 | 3090 | active | 1 | 35 | 53 | 55 | +0 | 32 |
| `b-gemma4-31b` | doorman 48 | 150.00 | 150.00 | 150.00 | 53 | 3090 | active | 1 | 44 | 55 | 55 | +0 | 32 |
| `b-granite4.1-30b` | six-way | 150.00 | 150.00 | 150.00 | 35 | 3090 | active | 1 | 36 | 53 | 60 | +0 | 32 |
| `b-granite4.1-30b` | doorman 48 | 150.00 | 150.00 | 150.00 | 24 | 3090 | active | 1 | 44 | 56 | 60 | +0 | 32 |
| `b-qwen3.6-27b` | six-way | 150.00 | 150.00 | 150.00 | 65 | 3090 | active | 1 | 35 | 53 | 59 | +0 | 32 |
| `b-qwen3.6-27b` | doorman 48 | 150.00 | 150.00 | 150.00 | 44 | 3090 | active | 1 | 43 | 55 | 59 | +0 | 32 |
| `b-gemma4-12b` | six-way | 150.00 | 150.00 | 150.00 | 54 | 3090 | active | 1 | 37 | 49 | 55 | +0 | 32 |
| `b-gemma4-12b` | doorman 48 | 150.00 | 150.00 | 150.00 | 28 | 3090 | active | 1 | 42 | 51 | 55 | +0 | 32 |
| `t-gemma4-12b-on` | six-way | 139.95 | 150.00 | 150.00 | 3,967 | 3090 | active | 1 | 40 | 69 | 69 | +0 | 32 |
| `t-gemma4-12b-on` | doorman 48 | 150.00 | 150.00 | 150.00 | 909 | 3090 | active | 1 | 59 | 66 | 69 | +0 | 32 |
| `b-qwen3.8-27b` | six-way | 150.00 | 150.00 | 150.00 | 60 | 3090 | active | 1 | 34 | 51 | 60 | +0 | 32 |
| `b-qwen3.8-27b` | doorman 48 | 150.00 | 150.00 | 150.00 | 46 | 3090 | active | 1 | 43 | 53 | 60 | +0 | 32 |

## 8 · The laptop and the 3090, row for row (the 97 % bridge)

The 3090's rows are read from a read-only copy of `benchbox:/workshop/bench-coi-2026-09-23/rows/` taken at 2026-09-24T01:36:10Z into the writing session's scratchpad (not the repo): 88 row files. The repo mirror `rtx-3090-reading-0/rows/` holds 56 of them and **56 of those 56 are byte-identical** to the copy (sha256); the rest landed on benchbox after the mirror's last sync. Every 3090 row file's sha256 prefix is printed, so each figure can be checked against benchbox's own file.

The 3090 = benchbox's `<withheld: GPU UUID of board A>`, read at 300 W with persistence Enabled (`x_cap_w`, `x_persistence` on its rows; R-12), ollama 0.32.13 at `http://127.0.0.1:withheld-2026-10-14`. Both cards scored by `parse_v2.py` (`689254c5c466`). **Same outcome** = the same strict choice on the item (no strict choice on both sides counts as the same), joined on `prompt_sha256` (rule 1.1-b). **Carried** = the digests are equal AND the agreement reaches ceil(0.97 × n) = 105 of 108 and 47 of 48: only then may one card's accuracy stand for the other's (PREREG §2.5, method S-7).

The two instances differ in the ways PREREG §2.4 declares (D-2 the KV cache type, D-8 the runtime binary, D-9 the instance environment, D-10 the per-call load), beside the cards themselves; a cell that is not carried is published as that instrument property, never averaged away. *Both answered, different letter* counts items where each card gave a clean strict choice and the choices differ: a real flip, not a parse artefact.

### 8.1 Scores and item agreement

| model (tag) | reasoning | set | same digest | laptop strict | 3090 strict | same outcome | items joined | agreement | needed | carried | both answered, different letter | identical reply text | laptop-only correct | 3090-only correct | 3090 arm | 3090 rows sha256 |
|---|---|---|---|---:|---:|---:|---:|---:|---:|---|---:|---:|---:|---:|---|---|
| `falcon:7b-instruct-q4_0` | off | six-way | yes | 3 | 3 | 107 | 108 | 99.1 % | 105 | yes | 0 | 86 | 0 | 0 | `b-falcon-7b` | `23277c4f6149` |
| `falcon:7b-instruct-q4_0` | off | doorman 48 | yes | 1 | 1 | 48 | 48 | 100.0 % | 47 | yes | 0 | 39 | 0 | 0 | `b-falcon-7b` | `1e893c783591` |
| `vicuna:33b-q4_0` | off | six-way | yes | 19 | 17 | 104 | 108 | 96.3 % | 105 | no | 4 | 100 | 2 | 0 | `b-vicuna-33b` | `f743a594fa6e` |
| `vicuna:33b-q4_0` | off | doorman 48 | yes | 30 | 29 | 44 | 48 | 91.7 % | 47 | no | 2 | 38 | 2 | 1 | `b-vicuna-33b` | `ca5929c14abf` |
| `llama2:13b-chat-q4_K_M` | off | six-way | yes | 0 | 0 | 108 | 108 | 100.0 % | 105 | yes | 0 | 104 | 0 | 0 | `b-llama2-13b` | `10805023b81c` |
| `llama2:13b-chat-q4_K_M` | off | doorman 48 | yes | 20 | 20 | 48 | 48 | 100.0 % | 47 | yes | 0 | 48 | 0 | 0 | `b-llama2-13b` | `48ed9e689ee7` |
| `llama2:7b-chat-q4_K_M` | off | six-way | yes | 10 | 8 | 94 | 108 | 87.0 % | 105 | no | 1 | 83 | 2 | 0 | `b-llama2-7b` | `b15c163be212` |
| `llama2:7b-chat-q4_K_M` | off | doorman 48 | yes | 7 | 5 | 44 | 48 | 91.7 % | 47 | no | 0 | 40 | 3 | 1 | `b-llama2-7b` | `2469fc695eb0` |
| `mistral:v0.1` | off | six-way | yes | 10 | 10 | 107 | 108 | 99.1 % | 105 | yes | 1 | 101 | 0 | 0 | `k1-mistral-v0.1-c` | `6148bf6d83a0` |
| `mistral:v0.1` | off | doorman 48 | yes | 0 | 0 | 48 | 48 | 100.0 % | 47 | yes | 0 | 47 | 0 | 0 | `k1-mistral-v0.1-d` | `fd99ff2b9bce` |
| `yi:34b-chat-q4_0` | off | six-way | yes | 20 | 21 | 104 | 108 | 96.3 % | 105 | no | 1 | 99 | 1 | 2 | `b-yi-34b` | `9a15dbf7a251` |
| `yi:34b-chat-q4_0` | off | doorman 48 | yes | 36 | 36 | 48 | 48 | 100.0 % | 47 | yes | 0 | 48 | 0 | 0 | `b-yi-34b` | `0ef93a766199` |
| `phi:2.7b-chat-v2-q4_K_M` | off | six-way | yes | 8 | 9 | 101 | 108 | 93.5 % | 105 | no | 5 | 91 | 0 | 1 | `b-phi2-2.7b` | `41d3376f683f` |
| `phi:2.7b-chat-v2-q4_K_M` | off | doorman 48 | yes | 17 | 18 | 33 | 48 | 68.8 % | 47 | no | 15 | 23 | 7 | 8 | `b-phi2-2.7b` | `e0e47e4fc74f` |
| `gemma:7b-instruct-v1.1-q4_K_M` | off | six-way | yes | 21 | 21 | 105 | 108 | 97.2 % | 105 | yes | 3 | 105 | 0 | 0 | `b-gemma1.1-7b` | `65c9b84df742` |
| `gemma:7b-instruct-v1.1-q4_K_M` | off | doorman 48 | yes | 16 | 15 | 45 | 48 | 93.8 % | 47 | no | 3 | 36 | 2 | 1 | `b-gemma1.1-7b` | `1c93d4230414` |
| `qwen:32b-chat-v1.5-q4_K_M` | off | six-way | yes | 61 | 62 | 106 | 108 | 98.1 % | 105 | yes | 2 | 105 | 0 | 1 | `b-qwen1.5-32b` | `b62ca7c8d700` |
| `qwen:32b-chat-v1.5-q4_K_M` | off | doorman 48 | yes | 22 | 23 | 47 | 48 | 97.9 % | 47 | yes | 1 | 47 | 0 | 1 | `b-qwen1.5-32b` | `b335ec164cf3` |
| `llama3:8b-instruct-q4_K_M` | off | six-way | yes | 45 | 45 | 104 | 108 | 96.3 % | 105 | no | 4 | 102 | 1 | 1 | `b-llama3-8b` | `c158e26362d0` |
| `llama3:8b-instruct-q4_K_M` | off | doorman 48 | yes | 30 | 29 | 47 | 48 | 97.9 % | 47 | yes | 0 | 43 | 1 | 0 | `b-llama3-8b` | `85d6096a2fb1` |
| `phi3:14b-medium-128k-instruct-q4_0` | off | six-way | yes | 46 | 46 | 108 | 108 | 100.0 % | 105 | yes | 0 | 103 | 0 | 0 | `b-phi3-14b` | `d105355a75b1` |
| `phi3:14b-medium-128k-instruct-q4_0` | off | doorman 48 | yes | 36 | 36 | 48 | 48 | 100.0 % | 47 | yes | 0 | 48 | 0 | 0 | `b-phi3-14b` | `a0a59b813334` |
| `mistral-small:22b-instruct-2409-q4_K_M` | off | six-way | yes | 53 | 53 | 105 | 108 | 97.2 % | 105 | yes | 3 | 97 | 1 | 1 | `b-mistral-small-22b` | `9fe5ce613b20` |
| `mistral-small:22b-instruct-2409-q4_K_M` | off | doorman 48 | yes | 31 | 30 | 47 | 48 | 97.9 % | 47 | yes | 1 | 46 | 1 | 0 | `b-mistral-small-22b` | `1f59076d4fa3` |
| `qwen2.5:32b-instruct-q4_K_M` | off | six-way | yes | 90 | 89 | 105 | 108 | 97.2 % | 105 | yes | 3 | 98 | 2 | 1 | `b-qwen2.5-32b` | `872c2480da57` |
| `qwen2.5:32b-instruct-q4_K_M` | off | doorman 48 | yes | 40 | 42 | 46 | 48 | 95.8 % | 47 | no | 2 | 46 | 0 | 2 | `b-qwen2.5-32b` | `1ea94bace49d` |
| `phi4:14b-q4_K_M` | off | six-way | yes | 83 | 82 | 106 | 108 | 98.1 % | 105 | yes | 0 | 104 | 1 | 0 | `b-phi4-14b` | `109ae679f982` |
| `phi4:14b-q4_K_M` | off | doorman 48 | yes | 0 | 0 | 48 | 48 | 100.0 % | 47 | yes | 0 | 47 | 0 | 0 | `b-phi4-14b` | `826e12ac4b73` |
| `deepseek-r1:32b-qwen-distill-q4_K_M` | off | six-way | yes | 0 | 0 | 108 | 108 | 100.0 % | 105 | yes | 0 | 108 | 0 | 0 | `b-deepseek-r1-32b` | `fa65cf1e702c` |
| `deepseek-r1:32b-qwen-distill-q4_K_M` | off | doorman 48 | yes | 0 | 0 | 48 | 48 | 100.0 % | 47 | yes | 0 | 48 | 0 | 0 | `b-deepseek-r1-32b` | `e09bb9d2953e` |
| `mistral-small:24b-instruct-2501-q4_K_M` | off | six-way | yes | 81 | 81 | 108 | 108 | 100.0 % | 105 | yes | 0 | 103 | 0 | 0 | `b-mistral-small-24b-2501` | `7867a650d508` |
| `mistral-small:24b-instruct-2501-q4_K_M` | off | doorman 48 | yes | 35 | 35 | 48 | 48 | 100.0 % | 47 | yes | 0 | 48 | 0 | 0 | `b-mistral-small-24b-2501` | `8f3a50c16fd8` |
| `gemma3:27b-it-q4_K_M` | off | six-way | yes | 89 | 89 | 105 | 108 | 97.2 % | 105 | yes | 3 | 94 | 1 | 1 | `b-gemma3-27b` | `62333508afd8` |
| `gemma3:27b-it-q4_K_M` | off | doorman 48 | yes | 18 | 21 | 44 | 48 | 91.7 % | 47 | no | 0 | 43 | 0 | 3 | `b-gemma3-27b` | `090eef04d854` |
| `qwen3:30b-a3b-q4_K_M` | off | six-way | yes | 65 | 67 | 102 | 108 | 94.4 % | 105 | no | 6 | 88 | 0 | 2 | `b-qwen3-30b-a3b` | `87745cb782c9` |
| `qwen3:30b-a3b-q4_K_M` | off | doorman 48 | yes | 7 | 2 | 39 | 48 | 81.2 % | 47 | no | 0 | 36 | 6 | 1 | `b-qwen3-30b-a3b` | `e5b4a016c500` |
| `qwen3:30b-a3b-q4_K_M` | on | six-way | yes | 78 | 75 | 92 | 108 | 85.2 % | 105 | no | 11 | 58 | 6 | 3 | `t-qwen3-30b-a3b-on` | `efedd0fd5aa0` |
| `qwen3:30b-a3b-q4_K_M` | on | doorman 48 | yes | 0 | 0 | 47 | 48 | 97.9 % | 47 | yes | 0 | 2 | 0 | 0 | `t-qwen3-30b-a3b-on` | `e4aad58a8b4c` |
| `qwen3:32b-q4_K_M` | off | six-way | yes | 81 | 80 | 105 | 108 | 97.2 % | 105 | yes | 3 | 104 | 2 | 1 | `b-qwen3-32b` | `74114e163bc9` |
| `qwen3:32b-q4_K_M` | off | doorman 48 | yes | 41 | 43 | 46 | 48 | 95.8 % | 47 | no | 1 | 46 | 0 | 2 | `b-qwen3-32b` | `407844a42fc8` |
| `mistral-small3.2:24b-instruct-2506-q4_K_M` | off | six-way | yes | 76 | 73 | 105 | 108 | 97.2 % | 105 | yes | 3 | 103 | 3 | 0 | `b-mistral-small3.2-24b` | `withheld-2026-10-14` |
| `mistral-small3.2:24b-instruct-2506-q4_K_M` | off | doorman 48 | yes | 24 | 26 | 44 | 48 | 91.7 % | 47 | no | 0 | 44 | 0 | 2 | `b-mistral-small3.2-24b` | `1679c416351f` |
| `qwen3:30b-a3b-instruct-2507-q4_K_M` | off | six-way | yes | 70 | 69 | 104 | 108 | 96.3 % | 105 | no | 4 | 95 | 2 | 1 | `b-qwen3-30b-a3b-2507` | `db5c5de8796e` |
| `qwen3:30b-a3b-instruct-2507-q4_K_M` | off | doorman 48 | yes | 6 | 9 | 43 | 48 | 89.6 % | 47 | no | 0 | 40 | 1 | 4 | `b-qwen3-30b-a3b-2507` | `77aa2f39470d` |
| `gpt-oss:20b` | low | six-way | yes | 70 | 68 | 75 | 108 | 69.4 % | 105 | no | 33 | 61 | 12 | 10 | `b-gpt-oss-20b-low` | `4c0038121536` |
| `gpt-oss:20b` | low | doorman 48 | yes | 29 | 29 | 45 | 48 | 93.8 % | 47 | no | 2 | 40 | 1 | 1 | `b-gpt-oss-20b-low` | `6e6f78b371db` |
| `gpt-oss:20b` | medium | six-way | yes | 71 | 72 | 75 | 108 | 69.4 % | 105 | no | 22 | 47 | 11 | 12 | `t-gpt-oss-20b-medium` | `0aafacb17a02` |
| `gpt-oss:20b` | medium | doorman 48 | yes | 33 | 35 | 42 | 48 | 87.5 % | 47 | no | 3 | 41 | 1 | 3 | `t-gpt-oss-20b-medium` | `21355f19856b` |
| `granite4:32b-a9b-h` | off | six-way | yes | 44 | 44 | 94 | 108 | 87.0 % | 105 | no | 14 | 90 | 4 | 4 | `b-granite4-32b-a9b` | `68bb6b2f9b10` |
| `granite4:32b-a9b-h` | off | doorman 48 | yes | 15 | 15 | 34 | 48 | 70.8 % | 47 | no | 1 | 34 | 7 | 7 | `b-granite4-32b-a9b` | `ffeed169dcd5` |
| `ministral-3:14b-instruct-2512-q4_K_M` | off | six-way | yes | 71 | 71 | 106 | 108 | 98.1 % | 105 | yes | 2 | 106 | 0 | 0 | `b-ministral3-14b` | `4067ae4575c2` |
| `ministral-3:14b-instruct-2512-q4_K_M` | off | doorman 48 | yes | 17 | 17 | 48 | 48 | 100.0 % | 47 | yes | 0 | 43 | 0 | 0 | `b-ministral3-14b` | `a88a9c24be58` |
| `olmo-3.1:32b-instruct-q4_K_M` | off | six-way | yes | 61 | 61 | 108 | 108 | 100.0 % | 105 | yes | 0 | 108 | 0 | 0 | `b-olmo3.1-32b` | `a8ffd7b1934c` |
| `olmo-3.1:32b-instruct-q4_K_M` | off | doorman 48 | yes | 0 | 0 | 48 | 48 | 100.0 % | 47 | yes | 0 | 48 | 0 | 0 | `b-olmo3.1-32b` | `6d3bb479f568` |
| `glm-4.7-flash:q4_K_M` | off | six-way | yes | 43 | 44 | 99 | 108 | 91.7 % | 105 | no | 9 | 99 | 3 | 4 | `b-glm4.7-flash` | `c618a708f4aa` |
| `glm-4.7-flash:q4_K_M` | off | doorman 48 | yes | 23 | 23 | 34 | 48 | 70.8 % | 47 | no | 6 | 34 | 7 | 7 | `b-glm4.7-flash` | `44da9075620a` |
| `glm-4.7-flash:q4_K_M` | on | six-way | yes | 71 | 67 | 80 | 108 | 74.1 % | 105 | no | 4 | 53 | 10 | 6 | `t-glm4.7-flash-on` | `5b0030a68182` |
| `glm-4.7-flash:q4_K_M` | on | doorman 48 | yes | 4 | 3 | 40 | 48 | 83.3 % | 47 | no | 0 | 6 | 4 | 3 | `t-glm4.7-flash-on` | `7f0e5301f093` |
| `qwen3.5:27b-q4_K_M` | off | six-way | yes | 96 | 97 | 107 | 108 | 99.1 % | 105 | yes | 1 | 107 | 0 | 1 | `b-qwen3.5-27b` | `001db2053c13` |
| `qwen3.5:27b-q4_K_M` | off | doorman 48 | yes | 46 | 47 | 47 | 48 | 97.9 % | 47 | yes | 1 | 47 | 0 | 1 | `b-qwen3.5-27b` | `f8d13e9ebca7` |
| `gemma4:26b-a4b-it-q4_K_M` | off | six-way | yes | 84 | 88 | 102 | 108 | 94.4 % | 105 | no | 6 | 101 | 1 | 5 | `k0a-gemma4-anchor-cd` | `withheld-2026-09-29` |
| `gemma4:26b-a4b-it-q4_K_M` | off | doorman 48 | yes | 36 | 35 | 47 | 48 | 97.9 % | 47 | yes | 0 | 41 | 1 | 0 | `k0a-gemma4-anchor-cd` | `193261c0b674` |
| `gemma4:31b-it-q4_K_M` | off | six-way | yes | 93 | 94 | 105 | 108 | 97.2 % | 105 | yes | 0 | 104 | 1 | 2 | `b-gemma4-31b` | `81a85688dd63` |
| `gemma4:31b-it-q4_K_M` | off | doorman 48 | yes | 40 | 41 | 47 | 48 | 97.9 % | 47 | yes | 1 | 42 | 0 | 1 | `b-gemma4-31b` | `06b0830e7b38` |
| `granite4.1:30b-q4_K_M` | off | six-way | yes | 77 | 78 | 104 | 108 | 96.3 % | 105 | no | 4 | 96 | 1 | 2 | `b-granite4.1-30b` | `d9da43c3a340` |
| `granite4.1:30b-q4_K_M` | off | doorman 48 | yes | 39 | 38 | 42 | 48 | 87.5 % | 47 | no | 5 | 36 | 3 | 2 | `b-granite4.1-30b` | `2fe4de8046e9` |
| `qwen3.6:27b-q4_K_M` | off | six-way | yes | 95 | 96 | 106 | 108 | 98.1 % | 105 | yes | 2 | 96 | 0 | 1 | `b-qwen3.6-27b` | `368ffb31cf66` |
| `qwen3.6:27b-q4_K_M` | off | doorman 48 | yes | 32 | 31 | 47 | 48 | 97.9 % | 47 | yes | 1 | 47 | 1 | 0 | `b-qwen3.6-27b` | `b1a8725a7301` |
| `gemma4:12b-it-q4_K_M` | off | six-way | yes | 33 | 33 | 96 | 108 | 88.9 % | 105 | no | 0 | 93 | 6 | 6 | `b-gemma4-12b` | `819995033e61` |
| `gemma4:12b-it-q4_K_M` | off | doorman 48 | yes | 35 | 35 | 46 | 48 | 95.8 % | 47 | no | 2 | 43 | 1 | 1 | `b-gemma4-12b` | `7b06e3332cae` |
| `gemma4:12b-it-q4_K_M` | on | six-way | yes | 33 | 32 | 97 | 108 | 89.8 % | 105 | no | 0 | 77 | 5 | 4 | `t-gemma4-12b-on` | `9d68bcdee825` |
| `gemma4:12b-it-q4_K_M` | on | doorman 48 | yes | 31 | 31 | 38 | 48 | 79.2 % | 47 | no | 0 | 26 | 3 | 3 | `t-gemma4-12b-on` | `532d796958f7` |
| `qwen3.8:27b-q4_K_M` | off | six-way | yes | 93 | 95 | 105 | 108 | 97.2 % | 105 | yes | 3 | 105 | 0 | 2 | `b-qwen3.8-27b` | `235c47cdef67` |
| `qwen3.8:27b-q4_K_M` | off | doorman 48 | yes | 12 | 9 | 45 | 48 | 93.8 % | 47 | no | 0 | 43 | 3 | 0 | `b-qwen3.8-27b` | `c21234abda10` |

### 8.2 Energy, BOARD against BOARD

Both sides are BOARD (R-6: never the 3090's wall). D-10's 2× rule: where the median per-call `load_ms` differ by more than 2×, the compute-phase pair is the fair one and prints beside the whole-window pair. Decode J per token = each card's probe for that tag and setting (basis `probe`), else the task's own (basis `task`: the reasoning-on arms ran no probe).

| model (tag) | reasoning | set | laptop BOARD J per correct | 3090 BOARD J per correct | laptop ÷ 3090 | laptop load median ms | 3090 load median ms | load differs > 2× | laptop compute-phase J per correct | 3090 compute-phase J per correct | laptop ÷ 3090, phase | decode J/token basis | laptop decode J/token | 3090 decode J/token | laptop ÷ 3090, decode |
|---|---|---|---:|---:|---:|---:|---:|---|---:|---:|---:|---|---:|---:|---:|
| `falcon:7b-instruct-q4_0` | off | six-way | 464.1 | 2,026.4 | 0.23 | 50 | 201 | yes | 278.2 | 630.9 | 0.44 | probe | 0.590 | 1.439 | 0.41 |
| `falcon:7b-instruct-q4_0` | off | doorman 48 | 937.4 | 3,228.7 | 0.29 | 49 | 199 | yes | 646.4 | 1,362.2 | 0.47 | probe | 0.590 | 1.439 | 0.41 |
| `vicuna:33b-q4_0` | off | six-way | 361.2 | 1,133.7 | 0.32 | 18 | 65 | yes | 217.1 | 565.2 | 0.38 | probe | 3.537 | 6.958 | 0.51 |
| `vicuna:33b-q4_0` | off | doorman 48 | 146.5 | 444.5 | 0.33 | 18 | 64 | yes | 85.8 | 227.7 | 0.38 | probe | 3.537 | 6.958 | 0.51 |
| `llama2:13b-chat-q4_K_M` | off | six-way | — | — | — | 34 | 127 | yes | — | — | — | probe | 1.647 | 3.265 | 0.50 |
| `llama2:13b-chat-q4_K_M` | off | doorman 48 | 96.7 | 321.1 | 0.30 | 35 | 128 | yes | 51.4 | 134.4 | 0.38 | probe | 1.647 | 3.265 | 0.50 |
| `llama2:7b-chat-q4_K_M` | off | six-way | 186.0 | 881.1 | 0.21 | 34 | 129 | yes | 83.4 | 271.9 | 0.31 | probe | 0.804 | 1.710 | 0.47 |
| `llama2:7b-chat-q4_K_M` | off | doorman 48 | 159.0 | 869.0 | 0.18 | 33 | 128 | yes | 78.2 | 312.2 | 0.25 | probe | 0.804 | 1.710 | 0.47 |
| `mistral:v0.1` | off | six-way | 146.2 | 538.4 | 0.27 | 32 | 125 | yes | 87.6 | 208.4 | 0.42 | probe | 0.724 | 1.633 | 0.44 |
| `mistral:v0.1` | off | doorman 48 | — | — | — | 32 | 125 | yes | — | — | — | probe | 0.724 | 1.633 | 0.44 |
| `yi:34b-chat-q4_0` | off | six-way | 257.0 | 635.1 | 0.40 | 32 | 125 | yes | 210.7 | 423.0 | 0.50 | probe | 3.688 | 7.303 | 0.50 |
| `yi:34b-chat-q4_0` | off | doorman 48 | 87.9 | 223.1 | 0.39 | 31 | 124 | yes | 71.4 | 157.0 | 0.45 | probe | 3.688 | 7.303 | 0.50 |
| `phi:2.7b-chat-v2-q4_K_M` | off | six-way | 124.9 | 459.4 | 0.27 | 36 | 132 | yes | 43.5 | 103.2 | 0.42 | probe | 0.359 | 0.996 | 0.36 |
| `phi:2.7b-chat-v2-q4_K_M` | off | doorman 48 | 33.9 | 141.5 | 0.24 | 35 | 133 | yes | 16.0 | 33.5 | 0.48 | probe | 0.359 | 0.996 | 0.36 |
| `gemma:7b-instruct-v1.1-q4_K_M` | off | six-way | 71.5 | 397.4 | 0.18 | 124 | 414 | yes | 17.0 | 50.8 | 0.33 | probe | 1.101 | 2.395 | 0.46 |
| `gemma:7b-instruct-v1.1-q4_K_M` | off | doorman 48 | 91.1 | 431.3 | 0.21 | 120 | 419 | yes | 37.9 | 107.2 | 0.35 | probe | 1.101 | 2.395 | 0.46 |
| `qwen:32b-chat-v1.5-q4_K_M` | off | six-way | 67.3 | 228.1 | 0.30 | 95 | 357 | yes | 41.8 | 87.2 | 0.48 | probe | 4.130 | 8.005 | 0.52 |
| `qwen:32b-chat-v1.5-q4_K_M` | off | doorman 48 | 161.7 | 440.7 | 0.37 | 100 | 356 | yes | 118.0 | 235.6 | 0.50 | probe | 4.130 | 8.005 | 0.52 |
| `llama3:8b-instruct-q4_K_M` | off | six-way | 47.7 | 214.4 | 0.22 | 122 | 399 | yes | 15.6 | 42.5 | 0.37 | probe | 0.914 | 1.975 | 0.46 |
| `llama3:8b-instruct-q4_K_M` | off | doorman 48 | 32.5 | 159.2 | 0.20 | 123 | 387 | yes | 13.8 | 38.9 | 0.35 | probe | 0.914 | 1.975 | 0.46 |
| `phi3:14b-medium-128k-instruct-q4_0` | off | six-way | 56.6 | 148.0 | 0.38 | 17 | 64 | yes | 42.1 | 93.6 | 0.45 | probe | 1.535 | 3.074 | 0.50 |
| `phi3:14b-medium-128k-instruct-q4_0` | off | doorman 48 | 34.2 | 96.7 | 0.35 | 17 | 64 | yes | 26.0 | 60.4 | 0.43 | probe | 1.535 | 3.074 | 0.50 |
| `mistral-small:22b-instruct-2409-q4_K_M` | off | six-way | 62.6 | 160.0 | 0.39 | 17 | 67 | yes | 48.6 | 108.5 | 0.45 | probe | 2.816 | 5.472 | 0.51 |
| `mistral-small:22b-instruct-2409-q4_K_M` | off | doorman 48 | 84.5 | 225.5 | 0.37 | 19 | 67 | yes | 71.9 | 169.5 | 0.42 | probe | 2.816 | 5.472 | 0.51 |
| `qwen2.5:32b-instruct-q4_K_M` | off | six-way | 46.0 | 159.2 | 0.29 | 103 | 357 | yes | 28.0 | 61.3 | 0.46 | probe | 4.267 | 8.120 | 0.53 |
| `qwen2.5:32b-instruct-q4_K_M` | off | doorman 48 | 77.9 | 222.0 | 0.35 | 100 | 359 | yes | 55.8 | 110.2 | 0.51 | probe | 4.267 | 8.120 | 0.53 |
| `phi4:14b-q4_K_M` | off | six-way | 40.7 | 128.0 | 0.32 | 69 | 259 | yes | 25.9 | 48.7 | 0.53 | probe | 1.857 | 3.578 | 0.52 |
| `phi4:14b-q4_K_M` | off | doorman 48 | — | — | — | 70 | 262 | yes | — | — | — | probe | 1.857 | 3.578 | 0.52 |
| `deepseek-r1:32b-qwen-distill-q4_K_M` | off | six-way | — | — | — | 102 | 362 | yes | — | — | — | probe | 4.247 | 8.155 | 0.52 |
| `deepseek-r1:32b-qwen-distill-q4_K_M` | off | doorman 48 | — | — | — | 97 | 369 | yes | — | — | — | probe | 4.247 | 8.155 | 0.52 |
| `mistral-small:24b-instruct-2501-q4_K_M` | off | six-way | 38.8 | 153.9 | 0.25 | 113 | 422 | yes | 20.7 | 44.2 | 0.47 | probe | 2.905 | 5.624 | 0.52 |
| `mistral-small:24b-instruct-2501-q4_K_M` | off | doorman 48 | 66.2 | 219.6 | 0.30 | 127 | 418 | yes | 40.0 | 87.1 | 0.46 | probe | 2.905 | 5.624 | 0.52 |
| `gemma3:27b-it-q4_K_M` | off | six-way | 60.0 | 265.5 | 0.23 | 248 | 765 | yes | 25.6 | 68.0 | 0.38 | probe | 3.474 | 6.963 | 0.50 |
| `gemma3:27b-it-q4_K_M` | off | doorman 48 | 250.8 | 743.9 | 0.34 | 262 | 765 | yes | 140.1 | 282.4 | 0.50 | probe | 3.474 | 6.963 | 0.50 |
| `qwen3:30b-a3b-q4_K_M` | off | six-way | 29.3 | 142.1 | 0.21 | 99 | 365 | yes | 13.7 | 34.6 | 0.40 | probe | 0.509 | 1.357 | 0.38 |
| `qwen3:30b-a3b-q4_K_M` | off | doorman 48 | 147.7 | 2,493.1 | 0.06 | 100 | 359 | yes | 79.6 | 744.7 | 0.11 | probe | 0.509 | 1.357 | 0.38 |
| `qwen3:30b-a3b-q4_K_M` | on | six-way | 1,356.8 | 3,105.1 | 0.44 | 102 | 363 | yes | 1,319.0 | 2,893.5 | 0.46 | task | 0.737 | 1.684 | 0.44 |
| `qwen3:30b-a3b-q4_K_M` | on | doorman 48 | — | — | — | 107 | 364 | yes | — | — | — | task | 0.711 | 1.612 | 0.44 |
| `qwen3:32b-q4_K_M` | off | six-way | 82.1 | 237.0 | 0.35 | 98 | 364 | yes | 59.9 | 115.5 | 0.52 | probe | 4.251 | 8.167 | 0.52 |
| `qwen3:32b-q4_K_M` | off | doorman 48 | 81.5 | 224.4 | 0.36 | 100 | 370 | yes | 59.9 | 115.9 | 0.52 | probe | 4.251 | 8.167 | 0.52 |
| `mistral-small3.2:24b-instruct-2506-q4_K_M` | off | six-way | 43.1 | 170.1 | 0.25 | 135 | 453 | yes | 23.2 | 48.6 | 0.48 | probe | 2.939 | 5.650 | 0.52 |
| `mistral-small3.2:24b-instruct-2506-q4_K_M` | off | doorman 48 | 94.5 | 287.1 | 0.33 | 136 | 442 | yes | 62.2 | 118.3 | 0.53 | probe | 2.939 | 5.650 | 0.52 |
| `qwen3:30b-a3b-instruct-2507-q4_K_M` | off | six-way | 25.7 | 133.1 | 0.19 | 96 | 359 | yes | 12.2 | 31.5 | 0.39 | probe | 0.510 | 1.345 | 0.38 |
| `qwen3:30b-a3b-instruct-2507-q4_K_M` | off | doorman 48 | 171.0 | 539.9 | 0.32 | 102 | 359 | yes | 91.9 | 158.6 | 0.58 | probe | 0.510 | 1.345 | 0.38 |
| `gpt-oss:20b` | low | six-way | 221.2 | 603.6 | 0.37 | 216 | 688 | yes | 177.1 | 341.2 | 0.52 | probe | 0.810 | 1.670 | 0.48 |
| `gpt-oss:20b` | low | doorman 48 | 160.6 | 497.6 | 0.32 | 214 | 697 | yes | 117.4 | 239.3 | 0.49 | probe | 0.810 | 1.670 | 0.48 |
| `gpt-oss:20b` | medium | six-way | 1,535.6 | 3,077.1 | 0.50 | 212 | 676 | yes | 1,479.7 | 2,755.4 | 0.54 | task | 0.991 | 2.038 | 0.49 |
| `gpt-oss:20b` | medium | doorman 48 | 786.8 | 1,264.0 | 0.62 | 221 | 680 | yes | 737.3 | 999.2 | 0.74 | task | 0.966 | 1.899 | 0.51 |
| `granite4:32b-a9b-h` | off | six-way | 78.2 | 307.7 | 0.25 | 68 | 257 | yes | 40.0 | 109.0 | 0.37 | probe | 1.245 | 2.865 | 0.43 |
| `granite4:32b-a9b-h` | off | doorman 48 | 160.9 | 632.6 | 0.25 | 68 | 256 | yes | 91.9 | 272.9 | 0.34 | probe | 1.245 | 2.865 | 0.43 |
| `ministral-3:14b-instruct-2512-q4_K_M` | off | six-way | 25.9 | 135.2 | 0.19 | 135 | 444 | yes | 9.7 | 24.3 | 0.40 | probe | 1.661 | 3.434 | 0.48 |
| `ministral-3:14b-instruct-2512-q4_K_M` | off | doorman 48 | 80.6 | 339.1 | 0.24 | 136 | 445 | yes | 41.6 | 98.7 | 0.42 | probe | 1.661 | 3.434 | 0.48 |
| `olmo-3.1:32b-instruct-q4_K_M` | off | six-way | 112.6 | 317.9 | 0.35 | 80 | 306 | yes | 80.4 | 164.5 | 0.49 | probe | 4.081 | 7.955 | 0.51 |
| `olmo-3.1:32b-instruct-q4_K_M` | off | doorman 48 | — | — | — | 81 | 301 | yes | — | — | — | probe | 4.081 | 7.955 | 0.51 |
| `glm-4.7-flash:q4_K_M` | off | six-way | 52.1 | 254.7 | 0.20 | 152 | 488 | yes | 24.9 | 51.4 | 0.48 | probe | 0.715 | 1.944 | 0.37 |
| `glm-4.7-flash:q4_K_M` | off | doorman 48 | 55.4 | 257.6 | 0.22 | 159 | 496 | yes | 27.0 | 69.8 | 0.39 | probe | 0.715 | 1.944 | 0.37 |
| `glm-4.7-flash:q4_K_M` | on | six-way | 2,972.6 | 7,846.2 | 0.38 | 163 | 507 | yes | 2,916.8 | 7,532.4 | 0.39 | task | 0.990 | 2.412 | 0.41 |
| `glm-4.7-flash:q4_K_M` | on | doorman 48 | 24,181.7 | 95,092.1 | 0.25 | 164 | 499 | yes | 23,747.8 | 91,789.8 | 0.26 | task | 0.999 | 2.454 | 0.41 |
| `qwen3.5:27b-q4_K_M` | off | six-way | 58.0 | 231.0 | 0.25 | 181 | 595 | yes | 27.7 | 71.3 | 0.39 | probe | 3.406 | 7.219 | 0.47 |
| `qwen3.5:27b-q4_K_M` | off | doorman 48 | 78.7 | 294.2 | 0.27 | 181 | 599 | yes | 41.6 | 113.9 | 0.37 | probe | 3.406 | 7.219 | 0.47 |
| `gemma4:26b-a4b-it-q4_K_M` | off | six-way | 28.6 | 183.4 | 0.16 | 242 | 768 | yes | 7.8 | 26.3 | 0.30 | probe | 0.701 | 1.813 | 0.39 |
| `gemma4:26b-a4b-it-q4_K_M` | off | doorman 48 | 35.8 | 239.4 | 0.15 | 244 | 763 | yes | 10.7 | 40.6 | 0.26 | probe | 0.701 | 1.813 | 0.39 |
| `gemma4:31b-it-q4_K_M` | off | six-way | 78.1 | 309.5 | 0.25 | 266 | 775 | yes | 35.6 | 90.3 | 0.39 | probe | 3.955 | 7.734 | 0.51 |
| `gemma4:31b-it-q4_K_M` | off | doorman 48 | 109.5 | 410.3 | 0.27 | 266 | 767 | yes | 50.4 | 133.6 | 0.38 | probe | 3.955 | 7.734 | 0.51 |
| `granite4.1:30b-q4_K_M` | off | six-way | 53.6 | 163.4 | 0.33 | 65 | 253 | yes | 37.8 | 76.8 | 0.49 | probe | 3.754 | 7.245 | 0.52 |
| `granite4.1:30b-q4_K_M` | off | doorman 48 | 76.6 | 226.4 | 0.34 | 71 | 255 | yes | 59.5 | 128.1 | 0.46 | probe | 3.754 | 7.245 | 0.52 |
| `qwen3.6:27b-q4_K_M` | off | six-way | 61.2 | 233.6 | 0.26 | 178 | 576 | yes | 30.0 | 75.1 | 0.40 | probe | 3.364 | 6.738 | 0.50 |
| `qwen3.6:27b-q4_K_M` | off | doorman 48 | 125.2 | 455.8 | 0.27 | 187 | 579 | yes | 62.4 | 183.9 | 0.34 | probe | 3.364 | 6.738 | 0.50 |
| `gemma4:12b-it-q4_K_M` | off | six-way | 113.3 | 592.6 | 0.19 | 236 | 738 | yes | 42.5 | 123.3 | 0.34 | probe | 1.596 | 3.382 | 0.47 |
| `gemma4:12b-it-q4_K_M` | off | doorman 48 | 52.9 | 279.3 | 0.19 | 256 | 742 | yes | 18.8 | 59.6 | 0.32 | probe | 1.596 | 3.382 | 0.47 |
| `gemma4:12b-it-q4_K_M` | on | six-way | 16,739.0 | 38,022.0 | 0.44 | 250 | 749 | yes | 16,518.2 | 36,888.0 | 0.45 | task | 1.979 | 4.160 | 0.48 |
| `gemma4:12b-it-q4_K_M` | on | doorman 48 | 4,052.1 | 9,422.1 | 0.43 | 259 | 748 | yes | 3,950.9 | 8,923.4 | 0.44 | task | 1.950 | 4.084 | 0.48 |
| `qwen3.8:27b-q4_K_M` | off | six-way | 59.0 | 224.1 | 0.26 | 157 | 507 | yes | 29.4 | 73.7 | 0.40 | probe | 3.463 | 6.913 | 0.50 |
| `qwen3.8:27b-q4_K_M` | off | doorman 48 | 366.7 | 1,694.9 | 0.22 | 160 | 509 | yes | 227.6 | 776.5 | 0.29 | probe | 3.463 | 6.913 | 0.50 |

### 8.3 The bridge, stated per tag

| model (tag) | reasoning | six-way agreement | six-way | doorman agreement | doorman | the tag's verdict |
|---|---|---:|---|---:|---|---|
| `falcon:7b-instruct-q4_0` | off | 107/108 | carried | 48/48 | carried | carried on both sets |
| `vicuna:33b-q4_0` | off | 104/108 | not carried | 44/48 | not carried | not carried on either set |
| `llama2:13b-chat-q4_K_M` | off | 108/108 | carried | 48/48 | carried | carried on both sets |
| `llama2:7b-chat-q4_K_M` | off | 94/108 | not carried | 44/48 | not carried | not carried on either set |
| `mistral:v0.1` | off | 107/108 | carried | 48/48 | carried | carried on both sets |
| `yi:34b-chat-q4_0` | off | 104/108 | not carried | 48/48 | carried | carried on the doorman only |
| `phi:2.7b-chat-v2-q4_K_M` | off | 101/108 | not carried | 33/48 | not carried | not carried on either set |
| `gemma:7b-instruct-v1.1-q4_K_M` | off | 105/108 | carried | 45/48 | not carried | carried on the six-way only |
| `qwen:32b-chat-v1.5-q4_K_M` | off | 106/108 | carried | 47/48 | carried | carried on both sets |
| `llama3:8b-instruct-q4_K_M` | off | 104/108 | not carried | 47/48 | carried | carried on the doorman only |
| `phi3:14b-medium-128k-instruct-q4_0` | off | 108/108 | carried | 48/48 | carried | carried on both sets |
| `mistral-small:22b-instruct-2409-q4_K_M` | off | 105/108 | carried | 47/48 | carried | carried on both sets |
| `qwen2.5:32b-instruct-q4_K_M` | off | 105/108 | carried | 46/48 | not carried | carried on the six-way only |
| `phi4:14b-q4_K_M` | off | 106/108 | carried | 48/48 | carried | carried on both sets |
| `deepseek-r1:32b-qwen-distill-q4_K_M` | off | 108/108 | carried | 48/48 | carried | carried on both sets |
| `mistral-small:24b-instruct-2501-q4_K_M` | off | 108/108 | carried | 48/48 | carried | carried on both sets |
| `gemma3:27b-it-q4_K_M` | off | 105/108 | carried | 44/48 | not carried | carried on the six-way only |
| `qwen3:30b-a3b-q4_K_M` | off | 102/108 | not carried | 39/48 | not carried | not carried on either set |
| `qwen3:30b-a3b-q4_K_M` | on | 92/108 | not carried | 47/48 | carried | carried on the doorman only |
| `qwen3:32b-q4_K_M` | off | 105/108 | carried | 46/48 | not carried | carried on the six-way only |
| `mistral-small3.2:24b-instruct-2506-q4_K_M` | off | 105/108 | carried | 44/48 | not carried | carried on the six-way only |
| `qwen3:30b-a3b-instruct-2507-q4_K_M` | off | 104/108 | not carried | 43/48 | not carried | not carried on either set |
| `gpt-oss:20b` | low | 75/108 | not carried | 45/48 | not carried | not carried on either set |
| `gpt-oss:20b` | medium | 75/108 | not carried | 42/48 | not carried | not carried on either set |
| `granite4:32b-a9b-h` | off | 94/108 | not carried | 34/48 | not carried | not carried on either set |
| `ministral-3:14b-instruct-2512-q4_K_M` | off | 106/108 | carried | 48/48 | carried | carried on both sets |
| `olmo-3.1:32b-instruct-q4_K_M` | off | 108/108 | carried | 48/48 | carried | carried on both sets |
| `glm-4.7-flash:q4_K_M` | off | 99/108 | not carried | 34/48 | not carried | not carried on either set |
| `glm-4.7-flash:q4_K_M` | on | 80/108 | not carried | 40/48 | not carried | not carried on either set |
| `qwen3.5:27b-q4_K_M` | off | 107/108 | carried | 47/48 | carried | carried on both sets |
| `gemma4:26b-a4b-it-q4_K_M` | off | 102/108 | not carried | 47/48 | carried | carried on the doorman only |
| `gemma4:31b-it-q4_K_M` | off | 105/108 | carried | 47/48 | carried | carried on both sets |
| `granite4.1:30b-q4_K_M` | off | 104/108 | not carried | 42/48 | not carried | not carried on either set |
| `qwen3.6:27b-q4_K_M` | off | 106/108 | carried | 47/48 | carried | carried on both sets |
| `gemma4:12b-it-q4_K_M` | off | 96/108 | not carried | 46/48 | not carried | not carried on either set |
| `gemma4:12b-it-q4_K_M` | on | 97/108 | not carried | 38/48 | not carried | not carried on either set |
| `qwen3.8:27b-q4_K_M` | off | 105/108 | carried | 45/48 | not carried | carried on the six-way only |

Of the 37 (tag, setting) pairs both cards read: carried on both sets 14; not carried on either set 13; carried on the six-way only 6; carried on the doorman only 4.

Read on the laptop with no 3090 twin of the same tag and setting: `t-gemma4-anchor-on` six-way, `t-gemma4-anchor-on` doorman 48. Benchbox's anchor think row (`k0-gemma4-26b-think`) is the registry's bare tag `gemma4:26b`, a different set of bytes (D-15), so it is not joined.

## 9 · Superseded runs and the re-runs

A superseded directory is a receipt, never a row of record. R-20's clarification (19:35:15Z) makes the MemoryMax case mechanical: an arm is superseded when the serve unit's `memory.events max` grew during it. The gate-refused and item-12 runs are superseded for the reasons their READMEs give. Each superseded run's replies are joined to its row of record on `prompt_sha256` as a determinism check. The row of record's start is its last `STEP start` in `queue.log`.

| superseded run | cell | MemoryMax GiB | memory.events max growth | refusal (REFUSED.json) | six-way same outcome vs record | six-way identical text | doorman same outcome vs record | row of record | row of record started | why (README) |
|---|---|---:|---:|---|---|---|---|---|---|---|
| `rows/superseded-b-llama2-7b-postureA-L04-20260923T1852Z` | `b-llama2-7b` | 32 | +0 | posture-before-task-d: enforced.power.limit reads '146.76' W; the laptop reading is the booted Dynamic Boost posture at 150.00 W (PLAN-v2 §2.2) | 108/108 | 108/108 | — | `rows/b-llama2-7b/` | 2026-09-23T18:54:05Z | Superseded: b-llama2-7b as first run 18:50:54-18:52:01Z. Task c completed (14/108); the posture gate as then registered (enforced.power.limit == 150.00 W) refused task d at 18:51:55Z on a Dynamic Boost reading of 146.76 W. |
| `rows/superseded-b-vicuna-33b-memmax16g-20260923T1851Z` | `b-vicuna-33b` | 16 | +6994 | — | 108/108 | 108/108 | 48/48 | `rows/b-vicuna-33b/` | 2026-09-23T22:15:25Z | Superseded: b-vicuna-33b as run under MemoryMax=16G (A-L02). The cap bound during the arm (memory.events max grew; see arm.json serve_cgroup_memory_before/after) and 1-3 items show 1.4-7.2 s prefill stalls that benchbox's same arm does not. |
| `rows/superseded-dry12-anchor-4096-memgate-20260923T1824Z` | `dry12-anchor-4096` | — | not recorded | memory-gate: swap 54.2 % used >= 50 % | — | — | — | `rows/dry12-anchor-4096/` | 2026-09-23T18:31:14Z | Superseded: the first attempt of item 12 arm dry12-anchor-4096, REFUSED at 18:24:03Z by the memory gate as then registered (swap 54.2 % >= 50 %) before anything loaded. The gate was re-registered by the lead under R-0 as A-L01 (swap < 80 % AND MemAvailable >= 10 GiB AND PSI memory full avg60 < 10 %; see coilaptop.py AMENDMENTS). |
| `rows/superseded-item12-memmax4g-20260923T1826Z/dry12-anchor-131072` | `dry12-anchor-131072` | 4 | not recorded | — | 20/20 | 20/20 | — | `rows/dry12-anchor-131072/` | 2026-09-23T18:33:22Z | Superseded: item 12 (the anchor at num_ctx 4096 and 131072, 20 items each) as first run at 18:26:12-18:29:58Z under the bench instance's MemoryMax=4G (PLAN-v2 Appendix A, marked UNTESTED). Item 14 measured the cap BINDING: memory.events max 633,419, MemorySwapPeak 6.0 GB, memory.pressure full avg60 9.41 %, and two prefill stalls (doorman A5 11,416 ms, C1 4,607 ms). |
| `rows/superseded-item12-memmax4g-20260923T1826Z/dry12-anchor-4096` | `dry12-anchor-4096` | 4 | not recorded | — | 20/20 | 20/20 | 20/20 | `rows/dry12-anchor-4096/` | 2026-09-23T18:31:14Z | Superseded: item 12 (the anchor at num_ctx 4096 and 131072, 20 items each) as first run at 18:26:12-18:29:58Z under the bench instance's MemoryMax=4G (PLAN-v2 Appendix A, marked UNTESTED). Item 14 measured the cap BINDING: memory.events max 633,419, MemorySwapPeak 6.0 GB, memory.pressure full avg60 9.41 %, and two prefill stalls (doorman A5 11,416 ms, C1 4,607 ms). |
| `rows/superseded-k0a-gemma4-anchor-cd-memmax16g-20260923T1851Z` | `k0a-gemma4-anchor-cd` | 16 | +5598 | — | 108/108 | 108/108 | 48/48 | `rows/k0a-gemma4-anchor-cd/` | 2026-09-23T22:10:06Z | Superseded: k0a-gemma4-anchor-cd as run under MemoryMax=16G (A-L02). The cap bound during the arm (memory.events max grew; see arm.json serve_cgroup_memory_before/after) and 1-3 items show 1.4-7.2 s prefill stalls that benchbox's same arm does not. |

### 9.1 The item-12 dry runs (rows of the dry-run receipt, never series figures)

| dry run | num_ctx | set | items | strict correct | load median ms | memory.events max growth | MemoryMax GiB |
|---|---:|---|---:|---:|---:|---:|---:|
| `dry12-anchor-4096` | 4,096 | six-way | 20 | 14 | 253.5 | +6293 | 16 |
| `dry12-anchor-4096` | 4,096 | doorman 48 | 20 | 13 | 256.4 | +6293 | 16 |
| `dry12-anchor-131072` | 131,072 | six-way | 20 | 14 | 267.5 | +5190 | 16 |

At num_ctx 4,096 and 131,072 the anchor gives the same strict outcome on 20 of 20 six-way items (identical text on 20): the window did not move a choice at these prompt lengths. Counts only (n < 30, PREREG §4.1). Both runs grew `memory.events max` under the 16G cap, which is why their energy is no figure (the R-20 clarification).

## 10 · Halts, failures and refusals (`queue.log`, each with its receipt)

`queue.sh` HALTs on an arm rc 4 (a gate refusal) or rc 6 (the temperature stop); rc 3 (failed) and rc 5 (pin or fit refusal) are recorded and the queue goes on. The receipt is the `REFUSED.json` / `FAILED.json` the arm wrote (moved with its directory when superseded), or the pull/rm receipt's `failed` field in `queue.log`.

| UTC | step | rc | meaning (queue.sh) | receipt |
|---|---|---:|---|---|
| 2026-09-23T18:24:03Z | arm `dry12-anchor-4096` | 4 | gate refusal (HALT) | `rows/superseded-dry12-anchor-4096-memgate-20260923T1824Z/REFUSED.json`: memory-gate: swap 54.2 % used >= 50 % |
| 2026-09-23T18:24:03Z | HALT | — | — | HALT: arm rc=4 |
| 2026-09-23T18:26:12Z | REQUEUE | — | — | REQUEUE dry12-anchor-4096: refused at 18:24:03Z by the pre-A-L01 memory gate; the refused dir moved to rows/superseded-dry12-anchor-4096-memgate-20260923T1824Z |
| 2026-09-23T18:30:44Z | REQUEUE | — | — | REQUEUE item 12 (both arms): MemoryMax=4G bound (A-L02 -> 16G); the 4G runs moved to rows/superseded-item12-memmax4g-20260923T1826Z |
| 2026-09-23T18:52:01Z | arm `b-llama2-7b` | 4 | gate refusal (HALT) | `rows/superseded-b-llama2-7b-postureA-L04-20260923T1852Z/REFUSED.json`: posture-before-task-d: enforced.power.limit reads '146.76' W; the laptop reading is the booted Dynamic Boost posture at 150.00 W (PLAN-v2 §2.2) |
| 2026-09-23T18:52:01Z | HALT | — | — | HALT: arm rc=4 |
| 2026-09-23T19:37:29Z | pull `mistral:7b-instruct-v0.3-q4_K_M` | 3 | failed (recorded; the queue goes on) | `queue.log` pull receipt: registry URLError: <urlopen error [Errno -3] Temporary failure in name resolution> |
| 2026-09-23T19:37:29Z | arm `b-mistral-7b-v0.3` | 3 | failed (recorded; the queue goes on) | `rows/b-mistral-7b-v0.3/FAILED.json`: tag-absent: mistral:7b-instruct-v0.3-q4_K_M not in /api/tags of http://127.0.0.1:withheld-2026-10-14 |
| 2026-09-23T19:37:29Z | rm `mistral:7b-instruct-v0.3-q4_K_M` | 3 | failed (recorded; the queue goes on) | `queue.log` rm receipt: HTTP 404 b'{"error":"model \'mistral:7b-instruct-v0.3-q4_K_M\' not found"}' |
| 2026-09-23T19:37:39Z | pull `gemma2:27b-instruct-q4_K_M` | 3 | failed (recorded; the queue goes on) | `queue.log` pull receipt: registry URLError: <urlopen error [Errno -3] Temporary failure in name resolution> |
| 2026-09-23T19:37:39Z | arm `b-gemma2-27b` | 3 | failed (recorded; the queue goes on) | `rows/b-gemma2-27b/FAILED.json`: tag-absent: gemma2:27b-instruct-q4_K_M not in /api/tags of http://127.0.0.1:withheld-2026-10-14 |
| 2026-09-23T19:37:39Z | rm `gemma2:27b-instruct-q4_K_M` | 3 | failed (recorded; the queue goes on) | `queue.log` rm receipt: HTTP 404 b'{"error":"model \'gemma2:27b-instruct-q4_K_M\' not found"}' |
| 2026-09-23T19:37:49Z | pull `llama3.1:8b-instruct-q4_K_M` | 3 | failed (recorded; the queue goes on) | `queue.log` pull receipt: registry URLError: <urlopen error [Errno -3] Temporary failure in name resolution> |
| 2026-09-23T19:37:50Z | arm `b-llama3.1-8b` | 3 | failed (recorded; the queue goes on) | `rows/b-llama3.1-8b/FAILED.json`: tag-absent: llama3.1:8b-instruct-q4_K_M not in /api/tags of http://127.0.0.1:withheld-2026-10-14 |
| 2026-09-23T19:37:50Z | rm `llama3.1:8b-instruct-q4_K_M` | 3 | failed (recorded; the queue goes on) | `queue.log` rm receipt: HTTP 404 b'{"error":"model \'llama3.1:8b-instruct-q4_K_M\' not found"}' |
| 2026-09-23T19:38:54Z | pull `mistral-nemo:12b-instruct-2407-q4_K_M` | 3 | failed (recorded; the queue goes on) | `queue.log` pull receipt: registry URLError: <urlopen error timed out> |
| 2026-09-23T19:38:55Z | arm `b-mistral-nemo-12b` | 3 | failed (recorded; the queue goes on) | `rows/b-mistral-nemo-12b/FAILED.json`: tag-absent: mistral-nemo:12b-instruct-2407-q4_K_M not in /api/tags of http://127.0.0.1:withheld-2026-10-14 |
| 2026-09-23T19:38:55Z | rm `mistral-nemo:12b-instruct-2407-q4_K_M` | 3 | failed (recorded; the queue goes on) | `queue.log` rm receipt: HTTP 404 b'{"error":"model \'mistral-nemo:12b-instruct-2407-q4_K_M\' not found"}' |
| 2026-09-23T22:03:02Z | arm `b-nemotron3-nano-30b` | 5 | pin/fit refusal (recorded; the queue goes on) | `rows/b-nemotron3-nano-30b/REFUSED.json`: fit: whole False: /api/ps size_vram 22,572,863,324 of size 25,519,603,834 bytes; store 24,271,934,866 bytes |

## 11 · OWED

### 11.1 The 5 dense reasoning pairs (dropped from this run)

`queue.txt`: *DROPPED from this run by the lead (~18:22Z): they run on benchbox's 3090 tonight; the laptop's are a later daytime run.*

`LEAD-TODO.md`, "Owed later": *five dense pairs (a daytime run on an operator's word, fan on).*

They are dropped under the daylight law (a laptop bench runs by day, fan on, never through the night) and OWED as a daytime run on an operator's word. The lines they will run are benchbox's own, byte for byte (`rtx-3090-reading-0/instrument/queue.txt`), so each will join its 3090 twin as section 8 joins the rest:

| arm | model (tag) | num_ctx | reasoning | set | reasoning budget | benchbox queue.txt line | on benchbox (its run.log) |
|---|---|---:|---|---|---:|---:|---|
| `t-qwen3.8-27b-on` | `qwen3.8:27b-q4_K_M` | 8,192 | on | six-way | 2,048 | 142 | done, rc 0 at 2026-09-24T00:01:00Z |
| `t-qwen3-32b-on` | `qwen3:32b-q4_K_M` | 8,192 | on | six-way | 2,048 | 145 | done, rc 0 at 2026-09-24T00:43:45Z |
| `t-deepseek-r1-32b-on` | `deepseek-r1:32b-qwen-distill-q4_K_M` | 8,192 | on | six-way | 2,048 | 148 | done, rc 0 at 2026-09-24T01:27:01Z |
| `t-qwen3.5-27b-on` | `qwen3.5:27b-q4_K_M` | 8,192 | on | six-way | 2,048 | 151 | running at 2026-09-24T01:38:34Z |
| `t-gemma4-31b-on` | `gemma4:31b-it-q4_K_M` | 8,192 | on | six-way | 2,048 | 154 | not started at 2026-09-24T01:38:34Z |

### 11.2 The cells the DNS outage took (registered, never read)

| arm | model (tag) | queue.txt line | failed at | FAILED.json | the pull's failure (queue.log) | read on the 3090 |
|---|---|---:|---|---|---|---|
| `b-mistral-7b-v0.3` | `mistral:7b-instruct-v0.3-q4_K_M` | 46 | 2026-09-23T19:37:29Z | tag-absent: mistral:7b-instruct-v0.3-q4_K_M not in /api/tags of http://127.0.0.1:withheld-2026-10-14 | registry URLError: <urlopen error [Errno -3] Temporary failure in name resolution> | yes |
| `b-gemma2-27b` | `gemma2:27b-instruct-q4_K_M` | 49 | 2026-09-23T19:37:39Z | tag-absent: gemma2:27b-instruct-q4_K_M not in /api/tags of http://127.0.0.1:withheld-2026-10-14 | registry URLError: <urlopen error [Errno -3] Temporary failure in name resolution> | yes |
| `b-llama3.1-8b` | `llama3.1:8b-instruct-q4_K_M` | 52 | 2026-09-23T19:37:50Z | tag-absent: llama3.1:8b-instruct-q4_K_M not in /api/tags of http://127.0.0.1:withheld-2026-10-14 | registry URLError: <urlopen error [Errno -3] Temporary failure in name resolution> | yes |
| `b-mistral-nemo-12b` | `mistral-nemo:12b-instruct-2407-q4_K_M` | 55 | 2026-09-23T19:38:55Z | tag-absent: mistral-nemo:12b-instruct-2407-q4_K_M not in /api/tags of http://127.0.0.1:withheld-2026-10-14 | registry URLError: <urlopen error timed out> | yes |

`queue.sh` records rc 3 and goes on, and it appends every step to `queue.done` whatever its rc, so these 4 were marked done and never retried. A re-queue needs 4 fresh `pull` / `arm` / `rm` triplets (a failed request is never a verdict).

### 11.3 A refusal is a measurement: the model that does not fit whole

| arm | model (tag) | the laptop (REFUSED.json) | the 3090 (REFUSED.json) |
|---|---|---|---|
| `b-nemotron3-nano-30b` | `nemotron-3-nano:30b-a3b-q4_K_M` | fit: whole False: /api/ps size_vram 22,572,863,324 of size 25,519,603,834 bytes; store 24,271,934,866 bytes | fit: whole False: /api/ps size_vram 23,710,201,282 of size 24,869,161,655 bytes; store 24,271,934,866 bytes |

Both cards (24463 MiB and 24576 MiB) refused it by the same rule: `/api/ps` reports a CPU share, so the model is not whole on the card. The cell is a `context-card` FAIL on each card (PREREG §6), not an owed read.

## 12 · What went wrong, and what each fix was

1. **The swap gate.** The gate as first registered (*swap used < 50 %, /dev/shm used < 4 GiB, MemAvailable >= 10 GiB*) refused the first item-12 arm before anything loaded (2026-09-23T18:24:03Z: *swap 54.2 % used >= 50 %*). Fix **A-L01**, 2026-09-23T18:25Z, ruled R-19: *swap used < 80 % AND MemAvailable >= 10 GiB AND PSI memory full avg60 < 10 % (/dev/shm < 4 GiB kept)*. Its reason, as recorded: *the old gate tripped at 18:24:03Z (dry12-anchor-4096/REFUSED.json: swap 54.2 %) with no memory risk: this box's swap is mostly zram (compressed RAM), so a bare percentage over-reads the risk; the new gate still catches the 15:56Z case (swap 17 of 17 GiB).* Across the 38 arms of record the gate then read swap used 32.5 %–67.1 %, MemAvailable 39.3–47.8 GiB and PSI memory full avg60 0.00–8.33 %.
2. **The posture gate.** The gate as first registered (*enforced.power.limit == 150.00 W (+-0.5), clocks.max.sm 3090, powerd active, AC on, one board*) refused `b-llama2-7b` before its doorman task (2026-09-23T18:51:55Z: *enforced.power.limit reads '146.76' W; the laptop reading is the booted Dynamic Boost posture at 150.00 W (PLAN-v2 §2.2)*). Fix **A-L04**, 2026-09-23T18:53Z, ruled R-20: *nvidia-powerd active, clocks.max.sm 3090 (lock off), AC online, one board, and enforced.power.limit anywhere in the Dynamic Boost envelope (> 95 W and <= 175 W); the limit is reported per task as min/median/max from the 1 Hz ext trace, never as one number*. Its reason: *under Dynamic Boost the firmware moves the GPU's enforced limit when the CPU draws: the 1 Hz traces read 135.00-150.00 W on b-falcon-7b and b-vicuna-33b and 137.08-150.00 W on b-llama2-7b (a steady 150.00 on the anchor and mistral; loadavg ~5 from peers); the old gate refused b-llama2-7b before its task d at 18:51:55Z (146.76 W). Memory laptop-5090-refuses-a-power-cap: the boost posture's cap is 'a range from the trace'.* The traces bear it out: 6 of the 76 task windows of record dipped below 150.00 W (their lowest reading 135.00 W; no window read above 150.00 W), and none left the envelope. The first `b-llama2-7b` run is superseded and was re-run whole (section 9).
3. **MemoryMax.** **A-L02**, 2026-09-23T18:31Z (*MemoryMax=4G* → *MemoryMax=16G*): *item 14 measured: under 4G the serve unit hit its cap 633,419 times (memory.events max) during item 12, swapped up to 6.0 GB (MemorySwapPeak 6,008,573,952 B), memory.pressure full avg60 read 9.41 %, and prefill stalled 11,416 ms on doorman item A5 and 4,607 ms on C1 (515-521 prompt tokens; the other items 121-342 ms). No OOM, but the cap throttled the measurement. 16G is a ceiling that does not bind: llama-server's host prompt cache is bounded (~8 GiB) and the rest is clean page cache; each arm.json records memory.events, memory.stat and memory.pressure before and after, so a binding cap is visible.* **A-L03**, 2026-09-23T18:51:52Z (*MemoryMax=16G (A-L02)* → *MemoryMax=32G (applied live: systemctl --user set-property)*): *16G still bound: llama-server's host prompt cache grows to its own 8,192 MiB limit (its log: '54 prompts, 8139.974 MiB (limits: 8192.000 MiB ...)'), and with an ~18 GB model file's page cache charged to the same cgroup the cap was hit 5,598 times during k0a-gemma4-anchor-cd and 6,994 times during b-vicuna-33b; both arms show 1.4-7.2 s prefill stalls on 1-3 items that benchbox's same arms do not. Anon stays <= ~9 GB; the rest is reclaimable page cache, so 32G is a ceiling that should not bind, and every arm.json carries the cgroup's memory.events before/after to prove it.* The two 16G arms that bound are superseded and re-read at 32G (section 9). Arms of record by the cap they ran under: 16 GiB: 2 (`b-falcon-7b`, `k1-mistral-v0.1-cd`); 32 GiB: 36. Arms of record whose `memory.events max` grew: **none** (every one +0).
4. **psys.** R-10d named RAPL psys the platform's own reading; on this firmware it is not one. Over the 76 task windows of record its mean read 0.26–0.37 W while package-0 read 23.3–83.6 W and the board 55.9–145.1 W. Ruled by the R-10d addendum: psys is recorded, labelled IMPLAUSIBLE and never enters a figure; the laptop's CPU-side reading is package-0, and the laptop has no platform or wall instrument.
5. **The DNS outage.** 4 pulls failed on name resolution between 2026-09-23T19:37:29Z and 2026-09-23T19:38:55Z; their arms wrote `FAILED.json` (tag absent) and `queue.sh` recorded them done, so they were never retried (section 11.2).
6. **The co-tenant.** The system daemon's resident embedder (`OPERATOR-CONDITIONS.md`) served GPU work inside 3 task windows of record: `b-qwen2.5-32b` six-way (5 embeds), `b-phi4-14b` six-way (2 embeds), `b-granite4.1-30b` doorman 48 (2 embeds). Their board joules include that work; the figures stand, and the collision is a recorded fact, not an assumption.

## 13 · Files

| file | sha256 (first 16) |
|---|---|
| `laptop-reading-0/queue.txt` | a17a1146260834e2 |
| `laptop-reading-0/queue.log` | c8d82a17eaa13b4a |
| `laptop-reading-0/queue.done` | 2e96ab592ecfeb55 |
| `parse_v2.py` | 689254c5c466944c |
| `PREREG-S0.md` | withheld-2026-09-29 |
| `RULINGS-2026-09-23.md` | withheld-2026-09-29 |
| `recon/models-verify-2026-09-23.json` | dfa33a29db6ae5cb |
| `rtx-3090-reading-0/instrument/queue.txt` | d844bf2a640383ac |
| `LEAD-TODO.md` | eee381c07a32608e |
| `laptop-reading-0/tables_laptop.py` | 31ace3afc1cbdf61 |

Regenerate from the bench root: `python3 laptop-reading-0/tables_laptop.py --benchbox-rows DIR --benchbox-dense DIR2`, after `rsync -a benchbox:/workshop/bench-coi-2026-09-23/rows/ DIR/` (and the dense arms' `run.log` files into `DIR2/<arm>/`), each directory with a `COPIED_AT` file written by `date -u +%FT%TZ`. With no arguments it reads the repo mirror, which holds fewer 3090 arms.