Leaderboard FUNGI
Each generation method is ranked on its own board — scores aren't comparable across methods (they come from separate match pools). Pick a method to compare the models within it. 340 votes cast.
Image→3D reconstruction
One or more photos reconstructed into a 3D mesh.
- 1 Pixal3D 1292
- 1 Hunyuan3D v3 1285
- 1 SAM 3D 1268
10 models ranked · 0 of 10 firm
22 more votes firms the next model here
View board →LLM procedural (code-gen)
An LLM writes code (e.g. Blender) that builds the 3D model.
- 1 openai/gpt-5.6-sol 1566
- 1 anthropic/claude-opus-4.8 1302
- 1 moonshotai/kimi-k2.7-code 1302
16 models ranked · 0 of 16 firm
23 more votes firms the next model here
View board →Text→3D (native)
A text prompt turned directly into 3D.
- 1 Meshy v6 text 1257
- 1 Rodin text via Replicate 1240
- 1 Tripo H3.1 text 1144
7 models ranked · 0 of 7 firm
19 more votes firms the next model here
View board →Agentic 3D
An agent renders, critiques, and revises its own 3D model in a loop.
- 1 minimax/minimax-m3 (agentic) 1718
- 1 openai/gpt-5.6-sol-pro (agentic) 1401
- 1 x-ai/grok-4.5 (agentic) 1302
13 models ranked · 0 of 13 firm
25 more votes firms the next model here
View board →Filters & bias audit
Bias audit — left(A) win rate 0.569 (≈0.50 = unbiased) · tie 0.059 · bad 0.191
VLM judge (Sonnet 4.6, multi-view) — automated LLM-judge rankings by paradigm
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