Leaderboard ANIMALS
An agent renders, critiques, and revises its own 3D model in a loop.
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.
Agentic 3D
13 generators| Rank | Generator | BT score | 95% interval BT -199.3–1950.2 | Trend | Votes | Status |
|---|---|---|---|---|---|---|
| 1 | openai/gpt-5.6-sol (agentic) | 1773.1 | [1101.2, 1950.2] | 3 | 27 more votes → firm ► | |
| 1 | x-ai/grok-4.5 (agentic) | 1357.0 | [676.9, 1690.9] | 2 | 28 more votes → firm ► | |
| 1 | anthropic/claude-sonnet-5 (agentic) | 1244.0 | [577.0, 1445.5] | 3 | 27 more votes → firm ► | |
| 1 | qwen/qwen3.6-plus (agentic) | 1224.9 | [1083.0, 1266.9] | 1 | 29 more votes → firm ► | |
| 1 | openai/gpt-5.6-sol-pro (agentic) | 1115.4 | [833.2, 1591.6] | 3 | 27 more votes → firm ► | |
| 1 | minimax/minimax-m3 (agentic) | 941.1 | [467.8, 1410.9] | 3 | 27 more votes → firm ► | |
| 1 | openai/gpt-5.1 (agentic) | 827.5 | [216.1, 1140.7] | 1 | 29 more votes → firm ► | |
| 1 | z-ai/glm-4.6v (agentic) | 808.4 | [592.5, 1138.6] | 1 | 29 more votes → firm ► | |
| 1 | anthropic/claude-opus-4.8 (agentic) | 767.9 | [434.0, 1339.1] | 2 | 28 more votes → firm ► | |
| 1 | x-ai/grok-4.20 (agentic) | 698.8 | [384.7, 1153.7] | 1 | 29 more votes → firm ► | |
| 1 | google/gemini-3.1-pro-preview (agentic) | 593.9 | [215.9, 1246.9] | 3 | 27 more votes → firm ► | |
| 1 | mistralai/mistral-medium-3-5 (agentic) | 420.3 | [126.2, 1122.0] | 2 | 28 more votes → firm ► | |
| 1 | qwen/qwen3.7-plus (agentic) | 177.3 | [-199.3, 1141.2] | 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
Loading automated rankings…