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AI model rankingsImage to videoHappyHorse-1.1

HappyHorse-1.1

Alibaba-ATH Released June 2026

Visit Alibaba-ATH
#15 of 34 for image-to-video 3,388 votes Updated Nov 3, 2026, 11:39 AM UTC

At a glance

How HappyHorse-1.1 compares with the other 33 image-to-video models.

  • Middle of the pack. Ranked #15 of 34, 130 Elo points behind #1 and ahead of 58% of models.

  • Close race with 7 models. Its score range overlaps with FLUX 3 Max, Grok Imagine Video 1.5, FLUX 3 and 4 more, so you may not notice a difference.

  • Usually wins. Against a typical model it gets picked in about 52% of blind votes.

Model details

Made by
Alibaba-ATH
Category
Image to video
Released
June 2026 · 5 months ago
Best Alibaba-ATH model
This one
Win rate vs all
53%
Companies ranked
20

Rank

#15

of 34 models

Elo rating

1,024

130 behind #1

typical 1,016

± range

±18

how certain the score is

Votes

3,388

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.

  • USvs Utopai X · #1 overall32%
  • vs FLUX 3 · The model just above (#14)48%
  • vs Gemini Omni Flash 1.1 · The model just below (#16)50%
  • vs HappyHorse-1.0 · A typical model (the median)52%

Also ranked in

The same model in other categories.

  • Video generation#15 of 36

Nearby in the ranking

  • Grok Imagine Video 1.5

    SpaceXAI

    1,051

    Elo

    #13

    rank

  • FLUX 3

    Black Forest Labs

    1,040

    Elo

    #14

    rank

  • HappyHorse-1.1

    Alibaba-ATH

    1,024

    Elo

    #15

    rank

  • Gemini Omni Flash 1.1

    Google

    1,022

    Elo

    #16

    rank

  • Kling 3.0 Omni 1080p

    KlingAIPro

    1,019

    Elo

    #17

    rank

More from Alibaba-ATH

  • HappyHorse-1.0

    Alibaba-ATH

    1,012

    Elo

    #18

    rank

Questions people ask

Is HappyHorse-1.1 the best image-to-video model?
Not quite: it's #15 of 34. The leader is Utopai X by Utopai Studios, 130 Elo points ahead. People would still pick HappyHorse-1.1 over it in about 32% 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-1.1 has been in 3,388 of these votes. The votes are turned into an Elo score, the same system used to rank chess players.
Who makes HappyHorse-1.1?
Alibaba-ATH (alibabacloud.com). They have 2 models in this ranking.
What are alternatives to HappyHorse-1.1?
Grok Imagine Video 1.5 (SpaceXAI), FLUX 3 (Black Forest Labs), Gemini Omni Flash 1.1 (Google), Kling 3.0 Omni 1080p (KlingAI) are ranked closest to it. The best model from another company is Utopai X by Utopai Studios.

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.