Leaderboard ALL KINGDOMS
An agent renders, critiques, and revises its own 3D model in a loop.
Ranked by human votes · 1614 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
15 generators| Rank | Generator | BT score | 95% interval BT 1005.3–1021.3 | Trend | Votes | Status |
|---|---|---|---|---|---|---|
| 1 | anthropic/claude-opus-4.8 (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | google/gemini-3.1-pro-preview (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | openai/gpt-5.1 (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | x-ai/grok-4.20 (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | qwen/qwen3.6-plus (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | moonshotai/kimi-k2.7-code (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | z-ai/glm-4.6v (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | meta-llama/llama-4-maverick (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | openai/gpt-5.6-sol (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | openai/gpt-5.6-sol-pro (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | x-ai/grok-4.5 (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | qwen/qwen3.7-plus (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | anthropic/claude-sonnet-5 (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | minimax/minimax-m3 (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 more votes → firm ► | |
| 1 | mistralai/mistral-medium-3-5 (agentic) | 1012.9 | [1005.3, 1021.3] | 0 | 30 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 0.5 (≈0.50 = unbiased) · tie 0.07 · bad 0.162
VLM judge (Sonnet 4.6, multi-view) — automated LLM-judge rankings by paradigm
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