Swarm baseline

qwen3.8-27b 3-node swarm — 0.3609 on Gauntlet 7.0

qwen3.8-27b-brainwaves-mxfp8-mlx · 3 nodes · scorer sb-7.0

3-node local fleet (Qwen3.8 Brainwaves) · r5Aug 30, 2026
Overall
0.3609
Excellent
no
Benchmark
Gauntlet 7.0
Recorded duration
712m 4s
Nodes
3

Tier breakdown

A · structure & runtime1.00
B · behaviour0.90
C · vendor contract0.93
D · finesse0.80

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 × 0.7988 core + 0.12 × 0.70 gate × 0.28 excellence) × 0.4971 critical = 0.3609

Critical defects compound a multiplier on the whole score (pre-severity 0.7260):

b_money_rendered 0.00 → ×0.60j_workflow_journey 0.57 → ×0.83

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 (10 of 16 met here), then pays out at the excellence tier's own measured mean. Core 0.7029 + excellence 0.0230.

j_first_use 0.60j_workflow_journey 0.57j_error_state 1.00j_empty_state 1.00console_clean 12.00v_responsive_375 1.00v_dates_readable 1.00t_scene_binding 0.00x_conservation_residual 1.00r_no_row_loss 1.00p_drag_frames 0.00p_idle_flatness 1.00p_stream_apply 0.00p_under_stream 1.00p_api_latency 1.00p_sync_wall 1.00

Run notes and corrections

Hermetic serial re-score (score_run class) — one autonomous 3-node local-fleet build of the frozen Meridian Payments Console task (run swarm-20260830-083847650, engine build cb5af8c00), re-scored serially and hermetically from a disposable clone of the built tree at the scorer's advertised vendor port 8850, with the fixture seed pinned from the run's own trace (ddcbba021ea1eba1). This row did not run the sealed terminal-closure publication chain used by the flagship fleet row; its provenance is the run directory's hermetic verdict artifact and score log. The harness's own in-run grade of the same tree concurred at 0.3497 (same seed, same check registry); the published number is the hermetic serial re-score. Unsuppressed criticals holding the composite down: b_money_rendered (scored 0.0000, factor 0.6000); j_workflow_journey (scored 0.5714, factor 0.8286). The 3D visualization scene did not render and ships in the screenshots as scored. Full sb-7 tier means (the public schema exposes A–D separately): A 1.0000 · B 0.9013 · C 0.9286 · D 0.8000 · J 0.7864 · V 1.0000 · P 0.6667 · T 0.3505 · X 0.8333 · R 0.9750 · E 0.1921. Raw scorer and calibration provenance remain in the run's local verdict artifacts; the public board intentionally stays on its single sb-7.0 era. Fleet: 3× qwen3.8-27b-brainwaves-mxfp8-mlx across gabee / mihai / workhorse (LM Studio pool ids as resolved by the engine: gabee-qwen3.8-27b, mihai-qwen3.8-27b, workhorse-qwen3.8-27b).

Screenshots

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

1Final render — hermetic re-score capture
23D visualization panel — scene did not render; shipped as scored
3Approval workflow — approved draft state
4After sync
5Mobile · 375px

Run details

Model
qwen3.8-27b-brainwaves-mxfp8-mlx
goose build
cb5af8c00
Engine events
544
Started
Aug 30, 2026, 08:38 AM
Finished
Aug 30, 2026, 08:30 PM

Fleet nodes

NodeModel
gabeeqwen3.8-27b-brainwaves-mxfp8-mlx
mihaiqwen3.8-27b-brainwaves-mxfp8-mlx
workhorseqwen3.8-27b-brainwaves-mxfp8-mlx

How the benchmark is scored