Cloud baseline

Pareto 26.10 — 0.7971 on Gauntlet 7.2

unbiased/pareto-26.10 · scorer sb-7.2

Pareto 26.10, single model via OpenRouterunbiased/pareto-26.10 · single agentOct 19, 2026
Overall
0.7971
Excellent
no
Benchmark
Gauntlet 7.2
Model build
42m 17s
Prompt tok
10.9M
Gen tok
206.9k

Recorded inference cost

$1.23

From the saved OpenRouter generation billing summary (140 recorded requests). Includes auxiliary model calls made during the build. Scoring reuses the saved build; this amount describes the original inference spend.

Tier breakdown

A · structure & runtime1.00
B · behaviour1.00
C · vendor contract0.93
D · finesse0.97

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 × 0.9781 core + 0.12 × 0.94 gate × 0.90 excellence) × 1.0000 critical = 0.9623

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 (14 of 16 met here), then pays out at the excellence tier's own measured mean. Core 0.8607 + excellence 0.1016.

j_first_use 1.00j_workflow_journey 1.00j_error_state 0.30j_empty_state 1.00console_clean 0.00v_responsive_375 1.00v_dates_readable 1.00t_scene_binding 1.00x_conservation_residual 1.00r_no_row_loss 1.00p_drag_frames 1.00p_idle_flatness 1.00p_stream_apply 0.75p_under_stream 1.00p_api_latency 1.00p_sync_wall 1.00

Earned score 0.962 · Admission ceiling 0.799 · Final score 0.797

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

Visible: passedMatching: passedGood: not metVisual excellence: not metBackend excellence: passed

3D interaction and overview legibility: t_coast_identity (maximum 0.799)

Event animation and backend recovery: an earlier admission band is incomplete (maximum 0.899)

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
gemini197251394.572.5
pareto13910,931,045206,86412268.61000.0
fleet14010,932,017206,86911955.9953.0

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

Screenshots

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

1First captured render
2Latest captured render
3After sync
4Error state
5Mobile · 375px

Run details

Model
unbiased/pareto-26.10
Engine events
0
Repair rounds
0
Started
Oct 19, 2026, 06:00 PM
Finished
Oct 19, 2026, 06:51 PM

How the benchmark is scored