
I pay attention to AI video launches mostly for one reason: can I build around them without inventing a ton of glue logic?
HappyHorse 1.0 just got public API access, and the structure is better than most.
What it ships with:
text-to-video
image-to-video
multi-reference video generation
natural-language video editing
What I like:
separate endpoints for separate workflows
simple per-second pricing
prompt patterns that seem designed for controllability
A few practical notes from the launch material:
camera language matters a lot
numbered shot prompts seem to work well
i2v becomes more reliable when you describe motion instead of the source image
short durations appear to be more stable for living-photo style output
Pricing:
720P: 0.9 RMB/sec
1080P: 1.6 RMB/sec
I think this is interesting for builders working on:
creative copilots
ad generators
product demo tools
image-to-video storytelling apps
Tried through EvoLink.
The shift I'm watching: video models are finally being packaged as workflow-aware APIs instead of showcase demos.
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