Cloud baseline

aion-labs/aion-3.5-mini, single model via OpenRouter — 0.0187 on Gauntlet 7.2

aion-labs/aion-3.5-mini · scorer sb-7.2

aion-labs/aion-3.5-mini · single agentOct 6, 2026
Overall
0.0187
Excellent
no
Benchmark
Gauntlet 7.2
Model build
1m 5s
Prompt tok
67.3k
Gen tok
3.6k

Tier breakdown

A · structure & runtime0.70
B · behaviour0.19
C · vendor contract0.00
D · finesse0.15

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 × 0.0982 core + 0.12 × 0.19 gate × 0.01 excellence) × 0.2160 critical = 0.0187

Critical defects compound a multiplier on the whole score (pre-severity 0.0868):

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

b_money_rendered: no additional penalty (vacuous:sync_completeness); wrong money — wrong exponent/digits or a cross-currency sum.

b_buckets_dst: no additional penalty (vacuous:sync_completeness); wrong money — mis-bucketed days.

j_loads_data: no additional penalty (root:sync_completeness); dead primary flow — no data visible.

x_conservation_residual: no additional penalty (vacuous:sync_completeness); wrong money — unexplained minor units created/destroyed after dupe/loss attribution.

x_no_lost_write: no additional penalty (vacuous:sync_completeness); wrong money — an acknowledged mutation absent from final state.

r_no_row_loss: no additional penalty (vacuous:sync_completeness); data loss — a committed row missing after any seeded kill.

r_no_dupe_effect: no additional penalty (vacuous:sync_completeness); wrong money — a ledger effect applied twice.

r_cache_truth: no additional penalty (vacuous:sync_completeness); data loss — 304-vs-cache mismatch served as fresh.

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 (3 of 16 met here), then pays out at the excellence tier's own measured mean. Core 0.0864 + excellence 0.0003.

j_first_use 0.00j_workflow_journey 0.00j_error_state 0.00j_empty_state 1.00console_clean 0.00v_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 1.00p_stream_apply 0.00p_under_stream 0.00p_api_latency 0.00p_sync_wall 0.00

Earned score 0.019 · Admission ceiling 0.599 · Final score 0.019

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_l1_no_invented_states, x_l2_per_key_order, x_l3_monotonic_reads, x_l4_convergence, x_l5_group_atomicity, x_m1_amount_immutability, x_m3_terminal_conservation, x_conservation_residual, x_no_lost_write, x_ooo_dup_forged, r_b3_sigkill_resync, r_b4_vendor_down_boot, r_b6_outbox_atomic, r_b7_partition, r_notifier_exactly_once, r_notification_multiset, r_no_row_loss, r_no_dupe_effect, r_cache_truth, r_workflow_durability (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
aion566,3373,6117926.662.2
gemini197251164.158.8
fleet667,3093,6167539.262.1

Graded browser recording

Loading duration…

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: ba4f1dc1661613808a1745623eeda1b883e1da88864634abe8aa7f3f1736b711

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-mini
Engine events
0
Repair rounds
0
Started
Oct 6, 2026, 01:10 PM
Finished
Oct 6, 2026, 01:24 PM