Swarm baseline

Qwen3.8-27B 3-node swarm — 0.0273 on Gauntlet 7.0

Qwen3.8-27B Brainwaves (3-node authenticated LM Studio fleet) · 3 nodes · scorer sb-7.0

3-node local fleet (Qwen3.8 Brainwaves)Aug 26, 2026
Overall
0.0273
Excellent
no
Benchmark
Gauntlet 7.0
Recorded duration
151m 36s
Nodes
3
Prompt tok
3.3M
Gen tok
104.1k

Tier breakdown

A · structure & runtime0.46
B · behaviour0.22
C · vendor contract0.00
D · finesse0.56

Scoring detail

How this score was built

Per-check scorer output, as posted by the app. Expand a section to inspect its checks.

The number, exactly

(0.88 × 0.1432 core + 0.12 × 0.14 gate × 0.01 excellence) × 0.2160 critical = 0.0273

Critical defects compound a multiplier on the whole score (pre-severity 0.1262):

sync_completeness 0.00 → ×0.60j_workflow_journey 0.00 → ×0.60r_workflow_durability 0.00 → ×0.60

The core (88% of the total) is the weighted mean of the ten measured tiers. The last 12% is the excellence slice: it unlocks in proportion to the perfection conditions below (2 of 16 met here), then pays out at the excellence tier's own measured mean. Core 0.1260 + excellence 0.0002.

j_first_use 0.00j_workflow_journey 0.00j_error_state 0.30j_empty_state 1.00console_clean 6.00v_responsive_375 0.00v_dates_readable 0.00t_scene_binding 0.00x_conservation_residual 0.00r_no_row_loss 0.00p_drag_frames 0.00p_idle_flatness 0.00p_stream_apply 0.00p_under_stream 0.00p_api_latency 1.00p_sync_wall 0.00

Run notes and corrections

Brainwaves v18 — one autonomous 3-node local-fleet build of the frozen Meridian Payments Console task, followed by a serial hermetic CLI re-score of a sealed disposable clone. The original build tree remained sealed throughout authoritative scoring and publication. Full sb-7 tier means (the public schema exposes A–D separately): A 0.4625 · B 0.2247 · C 0.0000 · D 0.5571 · J 0.2214 · V 0.0000 · P 0.1667 · T 0.0000 · X 0.0833 · R 0.1111 · E 0.0020. Raw scorer and calibration provenance remain in the sealed local closure receipt; the public board intentionally stays on its single sb-7.0 era. The engine terminal was preserved exactly: Goose exited 1 after producing its terminal run evidence; this publication does not rewrite that failure as success. The frozen scorer kept r_notification_multiset unavailable at score 0. A supplemental hermetic read-only probe proved the endpoint reachable with valid JSON, but the product returned notifications/limit/offset instead of the required data/total schema; the unavailable row remains disclosed unchanged.

Token rates

Measured by the engine itself, one record per completed model call: prefill rate is prompt tokens over time-to-first-token, generation rate is completion tokens over the decode window. Medians per node.

NodeCallsPrompt tokGen tokPrefill tok/sGen tok/s
gabee11186,55815,1371721.012.0
mihai1012,673,33358,7875790.413.5
workhorse56414,57730,200255.315.1
fleet1683,274,468104,1243350.813.7

Screenshots

Recorded views of the built application. Captions identify the available captures; the number of images does not imply a number of repair rounds.

1First render — before repairs
2Final render
33D field · 12,288 instanced columns · WebGL
4Approval workflow · drafts panel
5Mobile · 375px

Run details

Model
Qwen3.8-27B Brainwaves (3-node authenticated LM Studio fleet)
goose build
2f32170b56e94751061de2de975ef07b4489d2c6
Engine events
809
Started
Aug 26, 2026, 05:32 AM
Finished
Aug 26, 2026, 08:04 AM

Fleet nodes

NodeModel
gabeegabee-qwen3.8-27b-brainwaves-mxfp8-mlx
mihaimihai-qwen3.8-27b-brainwaves-mxfp8-mlx
workhorseworkhorse-qwen3.8-27b-brainwaves-mxfp8-mlx