Cloud baseline

aion-labs/aion-3.5, single model via OpenRouter — 0.0464 on Gauntlet 7.2

aion-labs/aion-3.5 · scorer sb-7.2

aion-labs/aion-3.5 · single agentOct 7, 2026
Overall
0.0464
Excellent
no
Benchmark
Gauntlet 7.2
Model build
33m 57s
Prompt tok
1.1M
Gen tok
105.5k

Tier breakdown

A · structure & runtime0.98
B · behaviour0.87
C · vendor contract0.79
D · finesse0.70

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 × 0.4041 core + 0.12 × 0.31 gate × 0.06 excellence) × 0.1296 critical = 0.0464

Critical defects compound a multiplier on the whole score (pre-severity 0.3577):

b_money_rendered 0.00 → ×0.60j_loads_data 0.00 → ×0.60j_workflow_journey 0.00 → ×0.60x_no_lost_write 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 (5 of 16 met here), then pays out at the excellence tier's own measured mean. Core 0.3556 + excellence 0.0021.

j_first_use 0.00j_workflow_journey 0.00j_error_state 0.00j_empty_state 1.00console_clean not measuredv_responsive_375 0.00v_dates_readable 0.00t_scene_binding 0.00x_conservation_residual 1.00r_no_row_loss 1.00p_drag_frames 0.00p_idle_flatness 0.00p_stream_apply 0.00p_under_stream 0.00p_api_latency 1.00p_sync_wall 1.00

Earned score 0.046 · Admission ceiling 0.599 · Final score 0.046

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_b3_sigkill_resync, r_b7_partition (maximum 0.799)

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
aion391,143,866105,54116696.763.9
gemini197251344.434.2
fleet401,144,838105,54616457.062.8

Graded browser recording

Loading duration…

Watch an excerpt of the generated application during browser grading. 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 / —:—
Open recording file

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

Graded browser recording re-encoded to 1280x800 at 25 fps to fit 4 MiB, same 416.3 s; graded original sha256 5346145d337e516fe768933572749b7ee282ce7f6bfd0460a86b2151ab15facf
Recording integrity

SHA-256: 9cfaa27c77a39661f74d994d27949741b354a853e0c3c4adab21f1a17edc4591

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
aion-labs/aion-3.5
Engine events
0
Repair rounds
0
Started
Oct 7, 2026, 05:11 AM
Finished
Oct 7, 2026, 06:00 AM