Cloud baseline

Nex-N2.6 — 0.5801 on Gauntlet 7.2

nex-agi/nex-n2.6 · scorer sb-7.2

Nex-N2.6, single model via OpenRouternex-agi/nex-n2.6 · single agentNov 13, 2026
Overall
0.5801
Excellent
no
Benchmark
Gauntlet 7.2
Model build
57m 4s

Recorded inference cost

$0.90

From the saved OpenRouter generation billing summary (122 recorded requests). Whether auxiliary model calls were included was not retained. Scoring reuses the saved build; this amount describes the original inference spend.

Token usage

Tokens: at least 15.2M in · 298k out · 12.4M cached (lower bound, OpenRouter records)

15,485,650 tokens over 122 model calls: every call of the run, the model's own and the harness's helper calls, counted from OpenRouter records. These are a lower bound. Reasoning tokens as the provider reports them: 156,354 (not added to the total).

OpenRouter's records for nex-agi/nex-n2.6 differ from Elzi's session counters (-106,044 in, -65,364 out), so they are not exact.

  • nex-agi/nex-n2.6

    In 15.1M · Out 232k · Cached 12.4M · Reasoning 156k · 120 calls

  • google/gemini-2.5-flash

    In 107k · Out 65.4k · Cached 0 · Reasoning 0 · 2 calls

Tier breakdown

A · structure & runtime1.00
B · behaviour1.00
C · vendor contract1.00
D · finesse0.93

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 × 0.7841 core + 0.12 × 0.94 gate × 0.55 excellence) × 0.8286 critical = 0.6231

Critical defects compound a multiplier on the whole score (pre-severity 0.7521):

j_workflow_journey 0.57 → ×0.83

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 0.6900 + excellence 0.0620.

j_first_use 1.00j_workflow_journey 0.57j_error_state 1.00j_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 0.50p_under_stream 1.00p_api_latency 1.00p_sync_wall 1.00

Earned score 0.623 · Admission ceiling 0.599 · Final score 0.580

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_height_pixels, t_vs7dbg_truth (maximum 0.609)

3D interaction and overview legibility: t_pick_real_pass, t_camera_math, t_coast_identity, t_coast_reality, q_overview_legibility, q_inspector_framing (maximum 0.699)

Event animation and backend recovery: m_committed_event_replay, x_l1_no_invented_states (maximum 0.869)

Run notes and corrections

Scoring load: this build was scored twice in the app while other work on the Mac pushed the load above the limit of 8 we normally score under on this 16-core Mac (1-minute load 9.52 at the start and 15.16 at the end of the first scoring; 10.38 at the start and 16.2 at the end of the second, which peaked at 20.02 in the samples taken during it). The first scoring gave 0.5802 and the second 0.5801. 98 of the 99 check scores were identical; the one that differed is p_stream_apply, a timing check with a step at 500 ms: the batch became visible in 491.3 ms the first time (0.75) and in 506.1 ms the second time (0.5). We publish the lower score.

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 / —:—
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 480x300 at 25 fps to fit 4 MiB, same 289.4 s; graded original sha256 6d4b824e91bb3a84ee69ebd5c679a4f0c24999bf1e3d23ae48bbfa262508fc60

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
nex-agi/nex-n2.6
Engine events
0
Repair rounds
0
Started
Nov 12, 2026, 06:58 PM
Finished
Nov 12, 2026, 09:11 PM
Call budget
With wrap-up nudge, version 2: as the call budget ran low, the agent harness told the model to start no new work and finish
Re-scored
Nov 12, 2026, 10:12 PM (same build, corrected scorer)

How the benchmark is scored