Datum Foundry NineLABS

INDEPENDENT THINKING.
OBSERVABLE INTELLIGENCE.

MODEL GAUNTLET / COMPETITOR PROFILE

Kimi K3.1 Pro.

Rank 2 of 5 · 461/500 across B01–B05 · Wildcards 189/200.

B01 / Mobile OS

All models on B01 ↗

TECHNICAL

98/100

Judged by qwen3.8-flash-next · ceiling 100

HUMAN · FUNCTIONALITY

96/100

Band: Good

FINAL

97.2/100

Not capped

B01-v1.0 delivers a self-contained mobile OS simulation ('Aster OS') with all 8 core domain features detected in code and validated through 10/10 Playwright Chromium workflows and 16/16 unit tests. The implementation is clean (zero CDN, no eval) and uses a React+Vite reducer architecture with localStorage persistence.

Tokens
8,771,073
Client / effort
OpenCode / max
Brief 1.0 · prompt SHA-256
a00e95f7a9243ba2b2a9046d9ff7225c565196138c18322f4a0c659241bf9755

B02 / Blender Mining Drone

All models on B02 ↗
Kimi K3.1 Pro: main image for B02 Blender Mining Drone
Kimi K3.1 Pro · B02 Blender Mining Drone. Produced by the model during the challenge.

TECHNICAL

96/100

Judged by qwen3.8-flash-next · ceiling 100

HUMAN · VISUAL QUALITY

95/100

Band: Good

FINAL

95.6/100

Not capped

Exceptional procedural Blender mining drone with all 7 required subsystems, 13 PBR materials, clean hierarchy, and valid GLB export. Minor gaps: hazard markings not visually confirmed, 384 degenerate triangles, and Godot4 tangent compliance flagged. Overall a production-ready asset with strong reference fidelity.

Time
22 min
Tokens
9,956,618
Client / effort
OpenCode / high
Finished
24 October 2026
Brief 1.0 · prompt SHA-256
4d9e8edee96c488962673f7c21868a8cba3ea55012bbef6c9e733f505dd413b3

B03 / Blender to Godot

All models on B03 ↗

TECHNICAL

100/100

Judged by qwen3.8-flash-next · ceiling 100

HUMAN · PLAYABILITY

96/100

Band: Good

FINAL

98.4/100

Not capped

Exceptional submission with exact B02 GLB provenance (SHA-256 verified), 4458 LOC across 8 modular gameplay scripts, and a 17/17 automated QA suite confirming movement, mining, collision, animation, and completion. All critical requirements are met with strong deterministic evidence. Minor uncertainty remains on visual polish quality (camera smoothness, particle effects) which cannot be fully assessed from static artifacts.

Time
18 min
Tokens
4,092,328
Client / effort
OpenCode / high
Finished
24 October 2026
Brief 1.0 · prompt SHA-256
f00af20d56033bae25fc2d36a139ec5f56e08b50d99be07946ad19c06a5f5527

B04 / Prime London Estate Agent

All models on B04 ↗

TECHNICAL

87.5/100

Judged by qwen3.8-flash-next · ceiling 100

HUMAN · DESIGN & NAVIGATION

93.3/100

Band: Good

FINAL

89.8/100

Not capped

A well-engineered static site for 'Alder & Vane' with 14 pages, 5 complete properties (2 sales, 3 lettings), URL-persisted search, localStorage shortlist, validated forms, drawn floor plans, and 15/15 passing tests including real Chromium interactions. Code evidence is strong across all 8 core feature signals. The primary limitation is zero screenshots, preventing visual confirmation of design quality, crop consistency, and responsive rendering at phone width.

Time
26 min
Tokens
4,681,307
Client / effort
OpenCode / high
Finished
24 October 2026
Brief 2.0 · prompt SHA-256
b2229dc93c7a8d4ec7dda8712ff98e2f0c8cbc618181cd8cc2239ac458d1bc50

B05 / Oliver GPU Game

All models on B05 ↗

TECHNICAL

91.5/100

Judged by qwen3.8-flash-next · ceiling 100

HUMAN · PLAYABILITY

84/100

Band: Acceptable

FINAL

80/100

Blend 88.5, capped at 80

Kimi K3.1 Pro delivers a technically rigorous, self-contained browser game with 1,411 LOC, comprehensive automated QA (14/14 unit tests + 26/26 Chromium assertions, zero console errors), and official Oliver asset integration with full provenance manifest. The simulation core covers all required mechanics (three differentiated racks, heat/cooling, job routing, breakdowns, victory/loss).

Time
2 h 8 min
Tokens
11,578,967
Client / effort
OpenCode / high
Finished
24 October 2026
Brief 1.0 · prompt SHA-256
9cf7e115eccf42ef9ad96ed7d7dc4ae064af4e783df7156c8601cf5189b14728

B06 / Wildcard One

All models on B06 ↗
Kimi K3.1 Pro: main image for B06 Wildcard One
Kimi K3.1 Pro · B06 Wildcard One. Produced by the model during the challenge.

CREATIVE SCORE

100/100

Scored by the reviewer

Time
23 min
Tokens
3,287,102
Client / effort
OpenCode / high
Finished
24 October 2026
Brief 1.0 · prompt SHA-256
827031e6b27e4e8d209db933a2e3a8166476216433fe01c2a1fd4083be4ebfbd

B07 / Wildcard Two

All models on B07 ↗

CREATIVE SCORE

89/100

Scored by the reviewer

Time
2 h 14 min
Tokens
7,985,523
Client / effort
OpenCode / high
Finished
24 October 2026
Brief 1.0 · prompt SHA-256
e2555fa49a4563e27a174b1bef88a31085c0295186d7a4093e1f9832bf5c97c5
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