Datum Foundry NineLABS

INDEPENDENT THINKING.
OBSERVABLE INTELLIGENCE.

MODEL GAUNTLET / COMPETITOR PROFILE

MiniMax M3.1 Flash.

Rank 3 of 4 · 424.9/500 across B01–B05 · Wildcards 150/200.

B01 / Mobile OS

All models on B01 ↗

TECHNICAL

89/100

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

HUMAN · FUNCTIONALITY

96/100

Band: Good

FINAL

91.8/100

Not capped

MiniMax M3.1 Flash delivers a fully self-contained mobile OS simulation (Vela OS) with 6,351 LOC across 22 files, implementing all 8 core domain features (lock screen, phone, messages, contacts, notes, calculator, gallery, settings) with a shared persistence layer and cross-app integration. All 22 automated browser-driven QA checks pass, 39 screenshots provide visual evidence, and zero external dependencies or eval() usage confirm clean hygiene.

Time
49 min
Tokens
31,156,799
Client / effort
MiniMax MCode
Finished
22 October 2026
Brief 1.0 · prompt SHA-256
a00e95f7a9243ba2b2a9046d9ff7225c565196138c18322f4a0c659241bf9755

B02 / Blender Mining Drone

All models on B02 ↗
MiniMax M3.1 Flash: main image for B02 Blender Mining Drone
MiniMax M3.1 Flash · B02 Blender Mining Drone. Produced by the model during the challenge.

TECHNICAL

95/100

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

HUMAN · VISUAL QUALITY

82.5/100

Band: Good

FINAL

90/100

Not capped

Strong submission with 149 distinct editable meshes, 7/7 required subsystems detected, 22 PBR materials, and 7 rendered views. Main deficiencies: hazard markings not verified in palette analysis, glTF 2.0 compliance flagged false by automated check (though QA claims Godot import passed), and 148/149 meshes missing UVs limiting texture application in downstream engines.

Time
1 h 2 min
Tokens
52,775,072
Client / effort
MiniMax MCode
Finished
22 October 2026
Brief 1.0 · prompt SHA-256
4d9e8edee96c488962673f7c21868a8cba3ea55012bbef6c9e733f505dd413b3

B03 / Blender to Godot

All models on B03 ↗

TECHNICAL

97/100

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

HUMAN · PLAYABILITY

84/100

Band: Good

FINAL

91.8/100

Not capped

Exceptional submission with exact B02 GLB provenance (SHA-256 verified), 149-mesh/22-material drone imported into a well-structured Godot 4.7 project with 14 gameplay scripts (4994 LOC), 12 scenes, 8 audio files, and 31/31 automated QA checks passing. All critical requirements met: project launches cleanly, correct drone imports, movement/collision/mining/win-state logic fully implemented with mechanical animations and audio feedback.

Time
1 h 5 min
Tokens
51,862,619
Client / effort
MiniMax MCode
Finished
22 October 2026
Brief 1.0 · prompt SHA-256
f00af20d56033bae25fc2d36a139ec5f56e08b50d99be07946ad19c06a5f5527

B04 / Prime London Estate Agent

All models on B04 ↗

TECHNICAL

85.5/100

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

HUMAN · DESIGN & NAVIGATION

50/100

Band: Acceptable

FINAL

71.3/100

Not capped

Wren & Sloane is a well-engineered static estate agency site with 137 files, 8555 LOC, bundled open-licensed fonts, responsive WebP images at multiple breakpoints, and documented test suites (86 unit + 25 e2e). The codebase demonstrates strong architecture with dedicated modules for filters, shortlist, and validation. The primary limitation for scoring is the absence of screenshots, preventing full visual verification of brand consistency, layout polish, and responsive rendering.

Time
1 h 29 min
Tokens
82,393,005
Client / effort
MiniMax MCode
Finished
23 October 2026
Brief 2.0 · prompt SHA-256
b2229dc93c7a8d4ec7dda8712ff98e2f0c8cbc618181cd8cc2239ac458d1bc50

B05 / Oliver GPU Game

All models on B05 ↗

TECHNICAL

100/100

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

HUMAN · PLAYABILITY

68/100

Band: Acceptable

FINAL

80/100

Blend 87.2, capped at 80

Strong submission with 43 output files, 3201 LOC, and 37/37 automated Playwright QA checks passing. Official Oliver assets (18 PNGs + manifest) are integrated. All 6 core domain features detected. Self-contained with no CDN or eval. 58 build screenshots provide visual evidence. Minor gaps remain in confirming interactive game feel and precise thermal edge-case behavior without live playtesting.

Time
55 min
Tokens
46,797,708
Client / effort
MiniMax MCode
Finished
23 October 2026
Brief 1.0 · prompt SHA-256
9cf7e115eccf42ef9ad96ed7d7dc4ae064af4e783df7156c8601cf5189b14728

B06 / Wildcard One

All models on B06 ↗
MiniMax M3.1 Flash: main image for B06 Wildcard One
MiniMax M3.1 Flash · B06 Wildcard One. Produced by the model during the challenge.

CREATIVE SCORE

90/100

Scored by the reviewer

Time
1 h 10 min
Client / effort
MiniMax MCode
Finished
23 October 2026
Brief 1.0 · prompt SHA-256
827031e6b27e4e8d209db933a2e3a8166476216433fe01c2a1fd4083be4ebfbd

B07 / Wildcard Two

All models on B07 ↗

CREATIVE SCORE

60/100

Scored by the reviewer

Client / effort
M Code / High
Brief 1.0 · prompt SHA-256
e2555fa49a4563e27a174b1bef88a31085c0295186d7a4093e1f9832bf5c97c5
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