Hailuo 2.3 vs Happy Horse

Hailuo 2.3 and Happy Horse differ on 10 specifications — from what each one costs to which inputs it accepts. Every value below is read from the live model catalog, so it stays current as new versions ship.

Hailuo AI

Hailuo 2.3

Better micro-expressions, dance/action, anime styles

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Alibaba

Happy Horse

AI video generator that creates dialogue-driven videos with built-in audio

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Side-by-side specs — First & Last Frame Video

How Hailuo 2.3 and Happy Horse compare when used for First & Last Frame Video.

Hailuo 2.3 versus Happy Horse specifications for First & Last Frame Video
SpecificationHailuo 2.3Happy Horse
Starting pricefrom 8 credits per secondfrom 18 credits per second
VersionsStandard, ProStandard
Video resolutionNot applicable720p, 1080p
Duration6, 103–15s
Text promptYesYes
Start frameYesYes
Reference imagesYesYes
Try both in the First & Last Frame Video generator

Side-by-side specs — Text & Reference to Video

How Hailuo 2.3 and Happy Horse compare when used for Text & Reference to Video.

Hailuo 2.3 versus Happy Horse specifications for Text & Reference to Video
SpecificationHailuo 2.3Happy Horse
Starting pricefrom 8 credits per secondfrom 18 credits per second
VersionsStandard, ProStandard
Video resolutionNot applicable720p, 1080p
Aspect ratiosNot applicable16:9, 4:3, 1:1, 3:4, 9:16
Duration6, 103–15s
Text promptYesYes
Reference imagesNoUp to 9
Try both in the Text & Reference to Video generator

Frequently asked questions

What's the difference between Hailuo 2.3 and Happy Horse?
Hailuo 2.3 and Happy Horse differ on 10 tracked specifications, covering price, output resolution, duration limits and which inputs each one accepts. Both are available on ZOOOP for First & Last Frame Video, so you can run the same prompt through each and compare the results directly.
Is Hailuo 2.3 or Happy Horse cheaper?
Hailuo 2.3 starts at 8 credits, against 18 for Happy Horse. Both are starting prices: the final cost scales with resolution, duration and any extra options you turn on.
Can Hailuo 2.3 and Happy Horse do the same things?
They overlap on 2 capabilities: First & Last Frame Video, Text & Reference to Video. Each one is compared separately above, because pricing and parameters differ per capability.
Can I use both Hailuo 2.3 and Happy Horse on ZOOOP?
Yes. One ZOOOP account gives you both Hailuo 2.3 and Happy Horse — plus every other model in the catalog — on the same credits, with no separate subscription per provider. You can switch models mid-project and keep your prompt.

More comparisons

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Specifications are read from the live ZOOOP model catalog and change as providers ship new versions. Credit figures are starting prices — the final cost depends on resolution, duration and the options you pick.