Leaderboard ANIMALS
An LLM writes code (e.g. Blender) that builds the 3D model.
Human voting is currently focused on the commercial image→3D and text→3D models, so these scores are paused where the votes so far left them. The AI-judge board still ranks this modality.
Ranked by human votes · 340 cast · see the AI-judge board →
How ranking works
Rank groups models whose 95% bootstrap CIs overlap into the same rank (they are not statistically separable). BT = Bradley–Terry score (Elo-scaled); the bar shows the 95% CI with the point estimate marked. Every board ranks a SINGLE method — scores from different methods come from disconnected match pools and aren't comparable, so there is no cross-method ranking. Elo updates live per vote. Recompute in Admin.
LLM procedural (code-gen)
15 generators| Rank | Generator | BT score | 95% interval BT 227.1–1660.1 | Trend | Votes | Status |
|---|---|---|---|---|---|---|
| 1 | qwen/qwen3.7-plus | 1523.3 | [1097.0, 1660.1] | 2 | 28 more votes → firm ► | |
| 1 | openai/gpt-5.6-sol | 1514.5 | [1080.2, 1502.6] | 2 | 28 more votes → firm ► | |
| 1 | x-ai/grok-4.5 | 1145.6 | [1092.2, 1462.6] | 2 | 28 more votes → firm ► | |
| 1 | anthropic/claude-sonnet-5 | 1139.4 | [1060.0, 1413.7] | 3 | 27 more votes → firm ► | |
| 1 | anthropic/claude-opus-4.8 | 1126.5 | [861.5, 1374.8] | 2 | 28 more votes → firm ► | |
| 1 | deepseek/deepseek-v3.2 | 1112.8 | [631.3, 1262.7] | 2 | 28 more votes → firm ► | |
| 1 | z-ai/glm-5.2 | 1102.2 | [614.9, 1132.7] | 2 | 28 more votes → firm ► | |
| 1 | z-ai/glm-4.6v | 1096.2 | [642.1, 1250.5] | 2 | 28 more votes → firm ► | |
| 1 | minimax/minimax-m3 | 729.2 | [595.5, 1141.2] | 1 | 29 more votes → firm ► | |
| 1 | moonshotai/kimi-k2.7-code | 726.6 | [620.0, 1232.1] | 3 | 27 more votes → firm ► | |
| 1 | x-ai/grok-4.20 | 722.9 | [553.1, 1141.6] | 1 | 29 more votes → firm ► | |
| 1 | openai/gpt-5.1 | 716.3 | [467.8, 1140.7] | 2 | 28 more votes → firm ► | |
| 1 | deepseek/deepseek-v4-pro | 703.0 | [307.3, 1134.2] | 2 | 28 more votes → firm ► | |
| 1 | mistralai/mistral-medium-3-5 | 679.5 | [248.6, 1152.4] | 1 | 29 more votes → firm ► | |
| 1 | meta-llama/llama-4-maverick | 310.1 | [227.1, 1146.4] | 1 | 29 more votes → firm ► |
95% credible interval · point estimate · trend · firm a rank backed by 30+ votes; below that, Status counts the votes still needed · click a row for detail
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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