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AI model rankingsVideoHappyHorse-1.0

HappyHorse-1.0

Alibaba-ATH Released April 2026

Visit Alibaba-ATH
#16 of 36 for video generation 3,637 votes Updated Nov 2, 2026, 10:46 AM UTC

At a glance

How HappyHorse-1.0 compares with the other 35 video generation models.

  • Middle of the pack. Ranked #16 of 36, 111 Elo points behind #1 and ahead of 57% of models.

  • Close race with 5 models. Its score range overlaps with Agnes-Video-2.5, Grok Imagine Video 1.5, HappyHorse-1.1 and 2 more, so you may not notice a difference.

  • Usually wins. Against a typical model it gets picked in about 55% of blind votes.

Model details

Made by
Alibaba-ATH
Category
Video
Released
April 2026 · 7 months ago
Best Alibaba-ATH model
HappyHorse-1.1
Win rate vs all
54%
Companies ranked
21

Rank

#16

of 36 models

Elo rating

1,032

111 behind #1

typical 1,003

± range

±17

how certain the score is

Votes

3,637

blind comparisons

Where it ranks

This model next to its closest competitors. Click another bar to open that model.

Head-to-head chances

How often people would pick this model over another in a blind vote, based on the Elo scores.

  • vs HeyGen Video 1 · #1 overall35%
  • vs HappyHorse-1.1 · The model just above (#15)50%
  • vs Wan2.7-260612 · The model just below (#17)51%
  • vs Kling 3.0 1080p · A typical model (the median)55%

Also ranked in

The same model in other categories.

  • Image-to-video#18 of 33

Nearby in the ranking

  • Grok Imagine Video 1.5

    SpaceXAI

    1,036

    Elo

    #14

    rank

  • HappyHorse-1.1

    Alibaba-ATH

    1,033

    Elo

    #15

    rank

  • HappyHorse-1.0

    Alibaba-ATH

    1,032

    Elo

    #16

    rank

  • Wan2.7-260612

    Alibaba

    1,022

    Elo

    #17

    rank

  • MAGI-2 Preview

    Sand.ai

    1,005

    Elo

    #18

    rank

More from Alibaba-ATH

  • HappyHorse-1.1

    Alibaba-ATH

    1,033

    Elo

    #15

    rank

Questions people ask

Is HappyHorse-1.0 the best video generation model?
Not quite: it's #16 of 36. The leader is HeyGen Video 1 by HeyGen, 111 Elo points ahead. People would still pick HappyHorse-1.0 over it in about 35% of blind votes.
How is this ranking made?
People are shown two results for the same prompt without knowing which model made them, and vote for the one they like more. HappyHorse-1.0 has been in 3,637 of these votes. The votes are turned into an Elo score, the same system used to rank chess players.
Who makes HappyHorse-1.0?
Alibaba-ATH (alibabacloud.com). They have 2 models in this ranking.
What are alternatives to HappyHorse-1.0?
Grok Imagine Video 1.5 (SpaceXAI), HappyHorse-1.1 (Alibaba-ATH), Wan2.7-260612 (Alibaba), MAGI-2 Preview (Sand.ai) are ranked closest to it. The best model from another company is HeyGen Video 1 by HeyGen.

People see two results for the same prompt without knowing which model made them, and vote for the better one. Gaps under about 20 Elo points are hard to notice in practice.

Benchmark data from Artificial Analysis, an independent benchmarking company. Rankings refresh every few hours.