Cloud baseline

inclusionai/ling-3.0-flash, single model via OpenRouter — 0.0670 on Gauntlet 7.2

inclusionai/ling-3.0-flash · scorer sb-7.2

inclusionai/ling-3.0-flash · single agentOct 6, 2026
Overall
0.0670
Excellent
no
Benchmark
Gauntlet 7.2
Model build
7m 38s

Tier breakdown

A · structure & runtime1.00
B · behaviour0.83
C · vendor contract0.45
D · finesse0.84

Scoring detail

How this score was built

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

Earned credit before admission

(0.88 × 0.4777 core + 0.12 × 0.65 gate × 0.06 excellence) × 0.1576 critical = 0.0670

Critical defects compound a multiplier on the whole score (pre-severity 0.4249):

b_money_rendered 0.65 → ×0.86b_buckets_dst 0.31 → ×0.66j_workflow_journey 0.43 → ×0.77x_no_lost_write 0.00 → ×0.60r_cache_truth 0.00 → ×0.60

The core (88% of the total) is the weighted mean of the thirteen measured tiers. The last 12% is the excellence slice: it unlocks in proportion to the perfection conditions below (9 of 16 met here), then pays out at the excellence tier's own measured mean. Core 0.4204 + excellence 0.0046.

j_first_use 0.60j_workflow_journey 0.43j_error_state 0.00j_empty_state 1.00console_clean 714.00v_responsive_375 1.00v_dates_readable 1.00t_scene_binding 0.07x_conservation_residual 1.00r_no_row_loss 1.00p_drag_frames 1.00p_idle_flatness 1.00p_stream_apply 0.25p_under_stream 0.00p_api_latency 1.00p_sync_wall 1.00

Earned score 0.067 · Admission ceiling 0.599 · Final score 0.067

Final score is the lower of earned credit and the admission ceiling. Passing admission adds no points.

Visible: not metMatching: not metGood: not metVisual excellence: not metBackend excellence: not met

Visible data-backed 3D: s_visible_surface (maximum 0.599)

Tower structure, currency mapping and scene truth: s_visible_surface, s_tower_geometry, s_currency_collar, t_layout_basis, t_scene_binding, t_height_pixels, t_vs7dbg_truth (maximum 0.599)

3D interaction and overview legibility: t_draw_budget, t_pick_buffer, t_pick_real_pass, t_click_semantics, t_camera_math, t_coast_identity, t_coast_reality, t_labels_culling, t_brush_link, t_stream_diff, q_overview_legibility, q_inspector_framing (maximum 0.699)

Event animation and backend recovery: m_committed_event_replay, x_l5_group_atomicity, x_no_lost_write, r_b6_outbox_atomic, r_b7_partition, r_notifier_exactly_once, r_notification_multiset, r_cache_truth (maximum 0.799)

Graded browser recording

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Watch the full graded browser recording at its original speed: the payment field, structure inspection, committed updates and replay. The check results and screenshots on this page provide the wider evidence. Pause or scrub to inspect a view.

Each tower represents a payment: height encodes its amount, cap color its status, and the collar its currency. The selected detailed tower is expected to animate its collar after a committed backend update or replay. These are the task requirements; the check results show what this app actually achieved.

Ready to play0:00 / —:—
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Drag the timeline to seek. Keyboard: arrow keys move 5 seconds; Home and End jump to the start and end.

Full graded browser recording: payment field, structure inspection, committed updates and replay
Recording integrity

SHA-256: 0d0b24186bb20ac67be582d8601d8a7394f712569969b87b61be67e4172f7f8c

Screenshots

Captured from the built application during browser grading. Captions identify the recorded views and checks; these images do not represent repair rounds.

1Initial app view
2Error state
3Payment workflow
4First captured render
5Latest captured render

Run details

Model
inclusionai/ling-3.0-flash
Engine events
0
Repair rounds
0
Started
Oct 6, 2026, 03:44 AM
Finished
Oct 6, 2026, 05:38 AM