The independent guide to HappyHorse AI

HappyHorse Guide is an independent editorial site built to help users make sense of HappyHorse AI — the mysterious video model that topped the Artificial Analysis leaderboard and sparked intense public discussion across the AI video community.

Instead of repeating hype or mirroring official claims, we separate confirmed facts from public discussion and unverified speculation. Every page uses a clear evidence framework so readers know exactly what is strong, what is claimed, and what remains uncertain.

The site covers practical tutorials (image-to-video, audio & lip-sync, prompt writing), in-depth model comparisons (HappyHorse vs Kling 3.0, vs Seedance 2.0), and long-term resources like the AI Video Model Tracker. Whether you are a creator evaluating tools, a researcher tracking the frontier, or a product manager making workflow decisions, HappyHorse Guide gives you the clearest starting point available — without the noise.