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Model Pareto

Compare models

Side by side: quality per category, price, speed, and every benchmark cell with where it came from. Pick up to four.
HappyHorse-1.0HappyHorse-1.1MAGI-2 Preview
Focus

Video generation: quality vs price

Compared models are ringed; the other 31 ranked here are greyed.

Lower price is better. Pareto frontier: Hailuo 2.3, Grok Imagine Video, HiDream-O1-Video, Gemini Omni Flash. 4 models are not plotted: Muse Video, MAGI-2 Preview, Bach-1.0 Preview, Cosmos3-Super-Image2Video-4Step.

4 models with no price data — shown in the strip at the left edge

Muse Video, MAGI-2 Preview, Bach-1.0 Preview, Cosmos3-Super-Image2Video-4Step

  • Best-value frontier (nothing is both cheaper and better)
  • Evidencestrong → weak
  • Estimated from other categories
  • HappyHorse-1.0
    Quality
    65.7
    Rank
    #12/34
    Price
    $0.22/s
    Speed
    —

    vs HappyHorse-1.1: −0.8 quality · 1.3× price

  • HappyHorse-1.1
    Quality
    66.5
    Rank
    #11/34
    Price
    $0.17/s
    Speed
    111s

    vs HappyHorse-1.0: +0.8 quality · 0.75× price

  • MAGI-2 Preview
    Quality
    64.0
    Rank
    #13/34
    Price
    —
    Speed
    —

    vs HappyHorse-1.1: −2.5 quality · price n/a

Overview

Lab
Alibaba Qwen
Alibaba Qwen
Sand AI
Released
Apr 7, 2026
Jun 22, 2026
Aug 5, 2026
Weights
Proprietary
Proprietary
Open
Price per second
1080p
$0.22
$0.17Best
—
Render time
per clip
—
111s
—

Quality by category

0–100 within each category (100 = best tracked model). Rank is among all models ranked there. Click a row to focus it.

65.7±3.0
#12/34Verified
66.5±4.1Best
#11/34Verified
64.0±7.8
#13/34Verified

Video generation benchmarks

Rank among models with a published score, and the leaderboard around each model. ~ italic = no published score, estimated from related benchmarks.

VBench
day 0
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