MemeBench — Leaderboard
Live human-preference rankings for image-to-video models on MemeBench (regularized Bradley-Terry).
| Rank | Model | Org | Score | Votes |
|---|
| 1 | MiniMax H3 | MiniMax | 1390 | 4647 |
| 2 | Seedance 2.0 | ByteDance | 1381 | 4889 |
| 3 | Seedance 2.5 | ByteDance | 1344 | 2581 |
| 4 | Gemini Omni Flash | Google | 1334 | 1914 |
| 5 | Kling 3.0 Pro | Kuaishou | 1333 | 4198 |
| 6 | Seedance 2.0 Mini | ByteDance | 1332 | 1947 |
| 7 | Kling 3.0 Standard | Kuaishou | 1323 | 2634 |
| 8 | Vidu Q3 | Vidu | 1300 | 2642 |
| 9 | Happy Horse 1.1 | Alibaba | 1295 | 2587 |
| 10 | PixVerse V6 | PixVerse | 1282 | 3166 |
| 11 | Grok Imagine 1.5 | xAI | 1249 | 2726 |
| 12 | Ray 3.2 | Luma | 1214 | 1851 |
| 13 | Veo 3.1 | Google | 1212 | 2191 |
| 14 | Wan 2.7 | Alibaba | 1183 | 1619 |