docs: the leaderboard carries the MTP draft loop's measured acceptance (P6's last gate line, refs #805)

bench/npu-leaderboard/27b-mtp-hit-rate-20261105.json

@@ -0,0 +1,29 @@
+{
+  "host": "strixhalo",
+  "model": "Qwen3.8-27B-NPU2",
+  "route": "npu",
+  "quant": "Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact",
+  "settings": {
+    "device": "accel0",
+    "model_dir": "bonsai2-27b-pb16i",
+    "head": "pb16i-exact",
+    "k": 4,
+    "tau": 0,
+    "prompts": 8,
+    "tokens_per_prompt": 64,
+    "batch_rows": 16,
+    "vocab": 248320,
+    "hidden": "post-final-norm"
+  },
+  "instrument": "tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations",
+  "repeats": 3,
+  "timestamp": "2026-11-05T16:07:13Z",
+  "source": "tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713)",
+  "id": "27b-mtp-hit-rate-20261105",
+  "metric": {
+    "name": "draft hit rate (live loop, k=4)",
+    "value": 46.69,
+    "unit": "%"
+  },
+  "notes": "338 accepted of 724 drafts over 181 chain iterations; the offer rate is what the all-chains per-depth rows above compose with."
+}

bench/npu-leaderboard/27b-mtp-live-depth1-20261105.json

@@ -0,0 +1,29 @@
+{
+  "host": "strixhalo",
+  "model": "Qwen3.8-27B-NPU2",
+  "route": "npu",
+  "quant": "Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact",
+  "settings": {
+    "device": "accel0",
+    "model_dir": "bonsai2-27b-pb16i",
+    "head": "pb16i-exact",
+    "k": 4,
+    "tau": 0,
+    "prompts": 8,
+    "tokens_per_prompt": 64,
+    "batch_rows": 16,
+    "vocab": 248320,
+    "hidden": "post-final-norm"
+  },
+  "instrument": "tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations",
+  "repeats": 3,
+  "timestamp": "2026-11-05T16:07:13Z",
+  "source": "tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713)",
+  "id": "27b-mtp-live-depth1-20261105",
+  "metric": {
+    "name": "draft acceptance, depth 1 (live loop, all chains)",
+    "value": 75.14,
+    "unit": "%"
+  },
+  "notes": "136/181 chains. 8 prompts x 64 tokens, k=4, tau=0; greedy text byte-identical to plain decode on 8 of 8 prompts, 0 stream mismatches. The window is the union of three npu-hold tickets, not three repeats of one window. Per-depth rates conditional on reaching the depth (what the 2 pp clause compares): 75.14 / 63.24 / 73.26 / 84.13 % live against 75.14 / 62.69 / 73.17 / 83.05 % offline at the same positions -- deltas +0.00 / +0.55 / +0.09 / +1.08 pp, 4 of 4 PASS. The all-chains view recorded here (each depth over all 181 chains) reads +0.00 / +1.10 / +1.66 / +2.21 pp on the same counts, so the two conditionings disagree at depth 4; every rate in this row is the all-chains one."
+}

bench/npu-leaderboard/27b-mtp-live-depth2-20261105.json

@@ -0,0 +1,29 @@
+{
+  "host": "strixhalo",
+  "model": "Qwen3.8-27B-NPU2",
+  "route": "npu",
+  "quant": "Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact",
+  "settings": {
+    "device": "accel0",
+    "model_dir": "bonsai2-27b-pb16i",
+    "head": "pb16i-exact",
+    "k": 4,
+    "tau": 0,
+    "prompts": 8,
+    "tokens_per_prompt": 64,
+    "batch_rows": 16,
+    "vocab": 248320,
+    "hidden": "post-final-norm"
+  },
+  "instrument": "tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations",
+  "repeats": 3,
+  "timestamp": "2026-11-05T16:07:13Z",
+  "source": "tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713)",
+  "id": "27b-mtp-live-depth2-20261105",
+  "metric": {
+    "name": "draft acceptance, depth 2 (live loop, all chains)",
+    "value": 47.51,
+    "unit": "%"
+  },
+  "notes": "86/181 chains; 86 of 136 reached = 63.24 % conditional, against offline 84/134 = 62.69 % (84/181 = 46.41 % all-chains)."
+}

bench/npu-leaderboard/27b-mtp-live-depth3-20261105.json

@@ -0,0 +1,29 @@
+{
+  "host": "strixhalo",
+  "model": "Qwen3.8-27B-NPU2",
+  "route": "npu",
+  "quant": "Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact",
+  "settings": {
+    "device": "accel0",
+    "model_dir": "bonsai2-27b-pb16i",
+    "head": "pb16i-exact",
+    "k": 4,
+    "tau": 0,
+    "prompts": 8,
+    "tokens_per_prompt": 64,
+    "batch_rows": 16,
+    "vocab": 248320,
+    "hidden": "post-final-norm"
+  },
+  "instrument": "tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations",
+  "repeats": 3,
+  "timestamp": "2026-11-05T16:07:13Z",
+  "source": "tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713)",
+  "id": "27b-mtp-live-depth3-20261105",
+  "metric": {
+    "name": "draft acceptance, depth 3 (live loop, all chains)",
+    "value": 34.81,
+    "unit": "%"
+  },
+  "notes": "63/181 chains; 63 of 86 reached = 73.26 % conditional, against offline 60/82 = 73.17 % (60/181 = 33.15 % all-chains)."
+}

bench/npu-leaderboard/27b-mtp-live-depth4-20261105.json

@@ -0,0 +1,29 @@
+{
+  "host": "strixhalo",
+  "model": "Qwen3.8-27B-NPU2",
+  "route": "npu",
+  "quant": "Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact",
+  "settings": {
+    "device": "accel0",
+    "model_dir": "bonsai2-27b-pb16i",
+    "head": "pb16i-exact",
+    "k": 4,
+    "tau": 0,
+    "prompts": 8,
+    "tokens_per_prompt": 64,
+    "batch_rows": 16,
+    "vocab": 248320,
+    "hidden": "post-final-norm"
+  },
+  "instrument": "tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations",
+  "repeats": 3,
+  "timestamp": "2026-11-05T16:07:13Z",
+  "source": "tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713)",
+  "id": "27b-mtp-live-depth4-20261105",
+  "metric": {
+    "name": "draft acceptance, depth 4 (live loop, all chains)",
+    "value": 29.28,
+    "unit": "%"
+  },
+  "notes": "53/181 chains; 53 of 63 reached = 84.13 % conditional, against offline 49/59 = 83.05 % (49/181 = 27.07 % all-chains). This is the depth where the all-chains view reads +2.21 pp and the conditional one +1.08 pp."
+}

bench/npu-leaderboard/27b-mtp-live-tokens-per-pass-20261105.json

@@ -0,0 +1,29 @@
+{
+  "host": "strixhalo",
+  "model": "Qwen3.8-27B-NPU2",
+  "route": "npu",
+  "quant": "Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact",
+  "settings": {
+    "device": "accel0",
+    "model_dir": "bonsai2-27b-pb16i",
+    "head": "pb16i-exact",
+    "k": 4,
+    "tau": 0,
+    "prompts": 8,
+    "tokens_per_prompt": 64,
+    "batch_rows": 16,
+    "vocab": 248320,
+    "hidden": "post-final-norm"
+  },
+  "instrument": "tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations",
+  "repeats": 3,
+  "timestamp": "2026-11-05T16:07:13Z",
+  "source": "tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713)",
+  "id": "27b-mtp-live-tokens-per-pass-20261105",
+  "metric": {
+    "name": "tokens per pass (live loop, k=4)",
+    "value": 2.87,
+    "unit": "tokens/pass"
+  },
+  "notes": "1 + accepted/iterations = 1 + 338/181; hit rate 338/724 = 46.69 %. Pooled over the window's iterations, not the unweighted mean of the 8 per-prompt chains (3.14, the figure docs/npu.md quotes) -- they differ because the prompts with short chains take more iterations: 1.80 to 4.33 tokens/pass per prompt."
+}

bench/npu-leaderboard/27b-mtp-offline-tokens-per-pass-20261105.json

@@ -0,0 +1,29 @@
+{
+  "host": "strixhalo",
+  "model": "Qwen3.8-27B-NPU2",
+  "route": "npu",
+  "quant": "Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact",
+  "settings": {
+    "device": "accel0",
+    "model_dir": "bonsai2-27b-pb16i",
+    "head": "pb16i-exact",
+    "k": 4,
+    "tau": 0,
+    "prompts": 8,
+    "tokens_per_prompt": 64,
+    "batch_rows": 16,
+    "vocab": 248320,
+    "hidden": "post-final-norm"
+  },
+  "instrument": "tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations",
+  "repeats": 3,
+  "timestamp": "2026-11-05T16:07:13Z",
+  "source": "tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713)",
+  "id": "27b-mtp-offline-tokens-per-pass-20261105",
+  "metric": {
+    "name": "tokens per pass (offline protocol, same positions, k=4)",
+    "value": 2.82,
+    "unit": "tokens/pass"
+  },
+  "notes": "1 + 329/181: the offline protocol restricted to the live loop's own chain positions, which is the pair the 2 pp clause compares. Not the published offline bar, which scores every position and gives 3.19 tokens/pass on this pack (engine#805) -- a different position sample, not a better measurement."
+}

docs/npu-leaderboard.md

@@ -31,6 +31,13 @@ One row is one measured run of this engine. A record is only ranked if it names
 | Qwen3-Coder-30B-A3B-Instruct | hrx | Q4_K_M | decode aggregate | 87.73 tok/s | parallel=4, requests_in_flight=4, kv_unified=True, n_ctx=8192, per_stream_tok_s=21.94, solo_same_server_tok_s=84.22, engine=38e29a2 + i612-npu-streams (b78868c), llama_cpp=40c4ccb76, model_file=Qwen3-Coder-30B-A3B-Instruct-Q4_K_M.gguf | 5 | wall clock per request + usage.completion_tokens, n_predict=128, temperature 0, greedy, distinct prompts |
 | Qwen3-Coder-30B-A3B-Instruct | hrx | Q4_K_M | decode | 84.33 tok/s | parallel=1, requests_in_flight=1, n_ctx=8192, engine=38e29a2 + i612-npu-streams (b78868c), llama_cpp=40c4ccb76, model_file=Qwen3-Coder-30B-A3B-Instruct-Q4_K_M.gguf | 5 | wall clock per request + usage.completion_tokens, n_predict=128, temperature 0, greedy, distinct prompts |
 | Qwen3-Coder-30B-A3B-Instruct | hrx | Q4_K_M | decode aggregate | 63.45 tok/s | parallel=2, requests_in_flight=2, kv_unified=True, n_ctx=8192, per_stream_tok_s=31.73, solo_same_server_tok_s=84.33, engine=38e29a2 + i612-npu-streams (b78868c), llama_cpp=40c4ccb76, model_file=Qwen3-Coder-30B-A3B-Instruct-Q4_K_M.gguf | 5 | wall clock per request + usage.completion_tokens, n_predict=128, temperature 0, greedy, distinct prompts |
+| Qwen3.8-27B-NPU2 | npu | Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact | draft acceptance, depth 1 (live loop, all chains) | 75.14 % | device=accel0, model_dir=bonsai2-27b-pb16i, head=pb16i-exact, k=4, tau=0, prompts=8, tokens_per_prompt=64, batch_rows=16, vocab=248320, hidden=post-final-norm | 3 | tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations |
+| Qwen3.8-27B-NPU2 | npu | Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact | draft acceptance, depth 2 (live loop, all chains) | 47.51 % | device=accel0, model_dir=bonsai2-27b-pb16i, head=pb16i-exact, k=4, tau=0, prompts=8, tokens_per_prompt=64, batch_rows=16, vocab=248320, hidden=post-final-norm | 3 | tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations |
+| Qwen3.8-27B-NPU2 | npu | Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact | draft hit rate (live loop, k=4) | 46.69 % | device=accel0, model_dir=bonsai2-27b-pb16i, head=pb16i-exact, k=4, tau=0, prompts=8, tokens_per_prompt=64, batch_rows=16, vocab=248320, hidden=post-final-norm | 3 | tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations |
+| Qwen3.8-27B-NPU2 | npu | Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact | draft acceptance, depth 3 (live loop, all chains) | 34.81 % | device=accel0, model_dir=bonsai2-27b-pb16i, head=pb16i-exact, k=4, tau=0, prompts=8, tokens_per_prompt=64, batch_rows=16, vocab=248320, hidden=post-final-norm | 3 | tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations |
+| Qwen3.8-27B-NPU2 | npu | Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact | draft acceptance, depth 4 (live loop, all chains) | 29.28 % | device=accel0, model_dir=bonsai2-27b-pb16i, head=pb16i-exact, k=4, tau=0, prompts=8, tokens_per_prompt=64, batch_rows=16, vocab=248320, hidden=post-final-norm | 3 | tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations |
+| Qwen3.8-27B-NPU2 | npu | Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact | tokens per pass (live loop, k=4) | 2.87 tokens/pass | device=accel0, model_dir=bonsai2-27b-pb16i, head=pb16i-exact, k=4, tau=0, prompts=8, tokens_per_prompt=64, batch_rows=16, vocab=248320, hidden=post-final-norm | 3 | tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations |
+| Qwen3.8-27B-NPU2 | npu | Q4NX pb16i (int8 GEMM) + MTP head pb16i-exact | tokens per pass (offline protocol, same positions, k=4) | 2.82 tokens/pass | device=accel0, model_dir=bonsai2-27b-pb16i, head=pb16i-exact, k=4, tau=0, prompts=8, tokens_per_prompt=64, batch_rows=16, vocab=248320, hidden=post-final-norm | 3 | tools/mtp_depth_pool.py over the three in-tree tickets tests/fixtures/mtp_clause55/*.txt; counts summed over the window's 181 chain iterations |
 | Qwen3.8-27B-NPU2 | npu | Q4NX (int8 GEMM) | prefill | 58.14 s | device=accel0, addon=npu-dx 1e89468d4, engine=fix/587-gdn-batch on 800cf6f, batch=5 tokens in one step_batch chunk, submits=350, threads=4, pin=0-3, tokens=1 | 1 | wall clock for one request + /proc/<pid>/stat cpu_s + npu-trace submit count; same prompt/params as the 145.7 s sequential record |
 | Qwen3.8-27B-NPU2 | npu | Q4NX (int8 GEMM) | decode | 63.1 s/token | device=accel0, addon=npu-dx 1e89468d4, threads=4, pin=0-3, tokens=8 | 1 | wall clock / tokens, 505 s for 8 greedy tokens |
 | Qwen3.8-27B-NPU2 | npu | Q4NX (int8 GEMM) | decode | 67.5 s/token | device=accel0, addon=local xrt-free patch, threads=4, tokens=8 | 1 | wall clock / tokens, 540 s for 8 greedy tokens |
@@ -44,6 +51,13 @@ One row is one measured run of this engine. A record is only ranked if it names
 - `coder30b-hrx-parallel4-20261030` — 2026-10-30T21:16:28Z; source: ~/lb/612-hrx-20261030T211252Z (tools/showcase-612-hrx.sh 2 4 8 on an idle strixhalo, under gpu-hold label 'pi i612'); reproduces ~/lb/612-hrx-20261030T064957Z; 1.04x: four streams only recover the single-stream baseline (91.11 / 1.08x at 06:45Z). llama-server reports all four slots decoding in one batch at 24.88 t/s each, so the batching is real; the aggregate is flat because the model is bandwidth-bound. No --parallel 8 row is published: at 8 streams the rate is non-stationary inside a run (llama-server's own tg per slot goes 14.99 15.12 14.34 12.10 7.09 6.78 5.70 5.64 as the answers grow, then 14.17 for a fresh batch, with die temp 61-71 C and iGPU sclk 694-2127 MHz swinging normally), so an 8-stream number is a function of where in that decay it is sampled: 112.89 / 1.34x at 06:45Z, 78.87 / 0.97x and 68.29 / 0.92x later the same day.
 - `coder30b-hrx-solo-20261030` — 2026-10-30T21:16:28Z; source: ~/lb/612-hrx-20261030T211252Z (tools/showcase-612-hrx.sh 2 4 8 on an idle strixhalo, under gpu-hold label 'pi i612'); reproduces ~/lb/612-hrx-20261030T064957Z; One request at a time, the baseline the batched rows are read against. Measured as the solo arm of the --parallel 2/4 servers (84.33 / 84.22, ten requests) and 81.39 on the --parallel 8 server; across both runs today the same load gave 74.03-88.34, i.e. +-8 %, so compare ratios, not absolute tok/s.
 - `coder30b-hrx-parallel2-20261030` — 2026-10-30T21:16:28Z; source: ~/lb/612-hrx-20261030T211252Z (tools/showcase-612-hrx.sh 2 4 8 on an idle strixhalo, under gpu-hold label 'pi i612'); reproduces ~/lb/612-hrx-20261030T064957Z; 0.75x: two requests in flight are slower in aggregate than one, and it reproduces (62.96 at 06:45Z, 63.45 here, on different clocks). A 2-row decode batch costs 29.0 ms/token per stream against 11.9 ms for one row; with ONEBIT_HRX_DECODE_SPLIT=0 the same server gives 57.59 from a 45 tok/s solo, so the vectorised decode-split path is the suspect -- not settled.
+- `27b-mtp-live-depth1-20261105` — 2026-11-05T16:07:13Z; source: tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713); 136/181 chains. 8 prompts x 64 tokens, k=4, tau=0; greedy text byte-identical to plain decode on 8 of 8 prompts, 0 stream mismatches. The window is the union of three npu-hold tickets, not three repeats of one window. Per-depth rates conditional on reaching the depth (what the 2 pp clause compares): 75.14 / 63.24 / 73.26 / 84.13 % live against 75.14 / 62.69 / 73.17 / 83.05 % offline at the same positions -- deltas +0.00 / +0.55 / +0.09 / +1.08 pp, 4 of 4 PASS. The all-chains view recorded here (each depth over all 181 chains) reads +0.00 / +1.10 / +1.66 / +2.21 pp on the same counts, so the two conditionings disagree at depth 4; every rate in this row is the all-chains one.
+- `27b-mtp-live-depth2-20261105` — 2026-11-05T16:07:13Z; source: tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713); 86/181 chains; 86 of 136 reached = 63.24 % conditional, against offline 84/134 = 62.69 % (84/181 = 46.41 % all-chains).
+- `27b-mtp-hit-rate-20261105` — 2026-11-05T16:07:13Z; source: tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713); 338 accepted of 724 drafts over 181 chain iterations; the offer rate is what the all-chains per-depth rows above compose with.
+- `27b-mtp-live-depth3-20261105` — 2026-11-05T16:07:13Z; source: tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713); 63/181 chains; 63 of 86 reached = 73.26 % conditional, against offline 60/82 = 73.17 % (60/181 = 33.15 % all-chains).
+- `27b-mtp-live-depth4-20261105` — 2026-11-05T16:07:13Z; source: tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713); 53/181 chains; 53 of 63 reached = 84.13 % conditional, against offline 49/59 = 83.05 % (49/181 = 27.07 % all-chains). This is the depth where the all-chains view reads +2.21 pp and the conditional one +1.08 pp.
+- `27b-mtp-live-tokens-per-pass-20261105` — 2026-11-05T16:07:13Z; source: tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713); 1 + accepted/iterations = 1 + 338/181; hit rate 338/724 = 46.69 %. Pooled over the window's iterations, not the unweighted mean of the 8 per-prompt chains (3.14, the figure docs/npu.md quotes) -- they differ because the prompts with short chains take more iterations: 1.80 to 4.33 tokens/pass per prompt.
+- `27b-mtp-offline-tokens-per-pass-20261105` — 2026-11-05T16:07:13Z; source: tests/fixtures/mtp_clause55/{p0,p1-4,p5-7}.txt, verbatim extracts of npu-hold tickets clause55 p0|p1-4|p5-7 (20261105-115131|115551|120713); 1 + 329/181: the offline protocol restricted to the live loop's own chain positions, which is the pair the 2 pp clause compares. Not the published offline bar, which scores every position and gives 3.19 tokens/pass on this pack (engine#805) -- a different position sample, not a better measurement.
 - `27b-prefill-batched-20261027` — 2026-10-27T21:33:22Z; source: ~/lb/587-gbnos.sh run log 587-gbnos-server-20261027T213012Z.log; prompt 'The capital of France is' -> ' Paris'; sequential baseline for the same request was 2298 submits / 145.7 s; device wait is 26 ms per submit, so cost tracks submit count
 - `27b-npudx-20261027` — 2026-10-27T14:40:00Z; source: ~/lb/587-npudx-smoke.sh run log on strixhalo; prompt 'The capital of France is' -> ' Paris.\nThe capital of Germany is'; upstream add-on, no local patch
 - `27b-localaddon-20261027` — 2026-10-27T14:20:00Z; source: ~/lb/587-noxrt-smoke-20261027T101012Z.log; same text as the npu-dx row; kept because it is the pair that established the add-on does not move decode