Cloud baseline

MiniMax M3 (Subscription Credits) — 0.3673 on Gauntlet 7.0

MiniMax-M3 · scorer sb-7.0

Aug 25, 2026
Overall
0.3673
Excellent
no
Benchmark
Gauntlet 7.0
Recorded duration
62m 54s
Prompt tok
16.4M
Gen tok
198.0k

Tier breakdown

A · structure & runtime1.00
B · behaviour0.97
C · vendor contract0.75
D · finesse0.90

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 × 0.7676 core + 0.12 × 0.59 gate × 0.28 excellence) × 0.5280 critical = 0.3673

Critical defects compound a multiplier on the whole score (pre-severity 0.6956):

b_money_rendered 0.70 → ×0.88j_workflow_journey 0.00 → ×0.60

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 (9 of 16 met here), then pays out at the excellence tier's own measured mean. Core 0.6755 + excellence 0.0201.

j_first_use 1.00j_workflow_journey 0.00j_error_state 0.30j_empty_state 1.00console_clean 2.00v_responsive_375 0.00v_dates_readable 1.00t_scene_binding 0.21x_conservation_residual 1.00r_no_row_loss 1.00p_drag_frames 1.00p_idle_flatness 1.00p_stream_apply 0.00p_under_stream 0.00p_api_latency 1.00p_sync_wall 1.00

Run notes and corrections

Cloud baseline — a single goose run session on the frozen sb-7 spec (Meridian Payments Console: two services, 12,288-payment collection, signed webhooks, maker/checker approval workflow, instanced WebGL 3D field), scored by the frozen sb-7 scorer. Screenshots are the scorer's own render-gate captures of the built app. Full sb-7 tier means (the schema's tierA–tierD carry only A–D): A 1.0000 · B 0.9727 · C 0.7510 · D 0.9000 · J 0.5429 · V 0.8000 · P 0.6667 · T 0.5695 · X 0.8333 · R 0.8686 · E 0.1673.

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
MiniMax12116,432,290197,996——
fleet12116,432,290197,996——

Screenshots

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

1First render — before repairs
2Final render
33D field · 12,288 instanced columns · WebGL
4Approval workflow · drafts panel
5After sync

Run details

Model
MiniMax-M3