Leaderboard PLANTS
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 53.3–1750.7 | Trend | Votes | Status |
|---|---|---|---|---|---|---|
| 1 | openai/gpt-5.6-sol (agentic) | 1470.4 | [1056.3, 1750.7] | 5 | 25 more votes → firm ► | |
| 1 | google/gemini-3.1-pro-preview (agentic) | 1262.0 | [976.7, 1600.1] | 9 | 21 more votes → firm ► | |
| 1 | anthropic/claude-opus-4.8 (agentic) | 1113.4 | [454.5, 1398.1] | 6 | 24 more votes → firm ► | |
| 1 | x-ai/grok-4.20 (agentic) | 958.0 | [633.6, 1336.6] | 2 | 28 more votes → firm ► | |
| 1 | mistralai/mistral-medium-3-5 (agentic) | 888.7 | [537.1, 1260.4] | 3 | 27 more votes → firm ► | |
| 1 | qwen/qwen3.7-plus (agentic) | 883.7 | [169.9, 1490.9] | 3 | 27 more votes → firm ► | |
| 1 | anthropic/claude-sonnet-5 (agentic) | 845.6 | [565.4, 1269.6] | 3 | 27 more votes → firm ► | |
| 1 | openai/gpt-5.1 (agentic) | 845.5 | [508.0, 1180.1] | 1 | 29 more votes → firm ► | |
| 1 | meta-llama/llama-4-maverick (agentic) | 845.5 | [522.4, 1169.5] | 1 | 29 more votes → firm ► | |
| 1 | minimax/minimax-m3 (agentic) | 696.8 | [53.3, 1163.6] | 1 | 29 more votes → firm ► | |
| 1 | moonshotai/kimi-k2.7-code (agentic) | 595.9 | [135.3, 1188.3] | 2 | 28 more votes → firm ► | |
| 1 | z-ai/glm-4.6v (agentic) | 429.1 | [117.4, 1120.4] | 3 | 27 more votes → firm ► | |
| 1 | x-ai/grok-4.5 (agentic) | 429.0 | [130.5, 1176.9] | 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…