Best Image-to-Video AI Models 2025 — Live Leaderboard
This board ranks image-to-video models by the HuaLinYuan Index, our composite quality score derived from human evaluation of visual fidelity, motion coherence, and prompt adherence. Higher scores indicate more reliable, production-ready output across diverse styles and subjects.
MiniMax H3 leads at 1495, excelling in temporal stability and fine detail preservation. Gemini Omni 1.1 Flash follows at 1488 with strong semantic understanding and fast inference. Wan 3.0 rounds out the top three at 1480, offering excellent motion dynamics and style versatility. The top tier clusters tightly — only 18 points separate first from fourth — so your choice should hinge on specific needs like speed, resolution, or ecosystem integration rather than raw score alone.
| # | Model | Index | Price $/1M in/out | |
|---|---|---|---|---|
| 1 | MiniMax H3 MiniMax | 1495 | — | |
| 2 | Gemini Omni 1.1 Flash | 1488 | — | |
| 3 | Wan 3.0 Alibaba | 1480 | — | |
| 4 | Seedance 2.5 ByteDance | 1477 | — | |
| 5 | Seedance 2.0 ByteDance | 1475 | — | |
| 6 | Gemini Omni Flash | 1465 | — | |
| 7 | HiDream O1 Video HiDream | 1456 | — | |
| 8 | Grok Imagine Video 1.5 SpaceXAI | 1456 | — | |
| 9 | FLUX.3 Video Black Forest Labs | 1449 | — | |
| 10 | HappyHorse 1.0 Alibaba | 1442 | — | |
| 11 | Wan 2.7 I2V Alibaba | 1428 | — | |
| 12 | Veo 3.1 | 1398 | — | |
| 13 | Veo 3.1 Fast | 1385 | — | |
| 14 | Vidu Q3 Pro Shengshu | 1363 | — | |
| 15 | Kling 3 Pro Kling AI | 1354 | — |
How to choose
- Match model speed to your iteration cycle needs
- Test prompt adherence on your specific visual style
- Check ecosystem compatibility before committing
FAQ
What does the HuaLinYuan Index measure?
The Index combines human ratings on visual quality, motion smoothness, and instruction following. It reflects real-world usability rather than synthetic benchmarks, updated as new evaluations complete.
Why are the top scores so close together?
Leading models now achieve similar baseline quality. Small Index differences reflect nuanced trade-offs — some favor photorealism, others stylized motion or complex scene composition.
How often is this leaderboard updated?
We refresh rankings weekly as new model versions are evaluated. Check the timestamp on each model card for its latest assessment date.