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Model Pareto

HappyHorse-1.1 vs HappyHorse-1.0

In video generation, HappyHorse-1.1 scores 66.5 and HappyHorse-1.0 65.7 on the 0–100 quality scale. HappyHorse-1.0 costs 1.3× as much as HappyHorse-1.1 ($0.22 vs $0.17 per second of 1080p video).
HappyHorse-1.1HappyHorse-1.0
Focus

Video generation: quality vs price

Compared models are ringed; the other 32 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-1.1
    Quality
    66.5
    Rank
    #11/34
    Price
    $0.17/s
    Speed
    111s

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

  • HappyHorse-1.0
    Quality
    65.7
    Rank
    #12/34
    Price
    $0.22/s
    Speed
    —

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

Overview

Metric
HappyHorse-1.1
HappyHorse-1.0
Lab
Alibaba Qwen
Alibaba Qwen
Released
Jun 22, 2026
Apr 7, 2026
Weights
Proprietary
Proprietary
Price per second
1080p
$0.17Best
$0.22
Render time
per clip
111s
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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.

Metric
HappyHorse-1.1
HappyHorse-1.0
Video generation
66.5±4.1Best
#11/34Verified
65.7±3.0
#12/34Verified

Video generation benchmarks

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

Metric
HappyHorse-1.1
HappyHorse-1.0
AA Text-to-Video Arena
third-party
#5/251272Verified
  1. #1Wan 3.0Few votes1335
  2. #4HappyHorse-1.01286
  3. #5HappyHorse-1.11272
  4. #6Seedance 2.01259
artificialanalysis.ai · 2026-09-24
#4/251286BestVerified
  1. #1Wan 3.0Few votes1335
  2. #3MiniMax H31302
  3. #4HappyHorse-1.01286
  4. #5HappyHorse-1.11272
artificialanalysis.ai · 2026-09-24
AA Image-to-Video Arena
third-party
#8/261313BestVerified
  1. #1Gemini Omni Flash1369
  2. #7Grok Imagine Video1326
  3. #8HappyHorse-1.11313
  4. #9HappyHorse-1.01293
artificialanalysis.ai · 2026-09-24
#9/261293Verified
  1. #1Gemini Omni Flash1369
  2. #8HappyHorse-1.11313
  3. #9HappyHorse-1.01293
  4. #10Vidu Q3 Pro1290
artificialanalysis.ai · 2026-09-24
AA Text-to-Video Arena (with audio)
third-party
#7/221147BestVerified
  1. #1Gemini Omni Flash1233
  2. #6Wan 2.7 06121149
  3. #7HappyHorse-1.11147
  4. #8HappyHorse-1.01119
artificialanalysis.ai · 2026-09-24
#8/221119Verified
  1. #1Gemini Omni Flash1233
  2. #7HappyHorse-1.11147
  3. #8HappyHorse-1.01119
  4. #9Wan 2.71098
artificialanalysis.ai · 2026-09-24
AA Image-to-Video Arena (with audio)
third-party
#6/231106BestVerified
  1. #1MiniMax H31181
  2. #5Wan 3.01164
  3. #6HappyHorse-1.11106
  4. #7Grok Imagine Video 1.51099
artificialanalysis.ai · 2026-09-24
#9/231083Verified
  1. #1MiniMax H31181
  2. #8MAGI-2 Preview1096
  3. #9HappyHorse-1.01083
  4. #10Veo 3.11082
artificialanalysis.ai · 2026-09-24
LMArena Text-to-Video
third-party
~#10/18~1408Estimated
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #9HappyHorse-1.01427
  3. ~#10HappyHorse-1.1Estimated1408
  4. #10Veo 3.11362
estimated from related benchmarks
#9/171427Verified
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #8Muse VideoFew votes1456
  3. #9HappyHorse-1.01427
  4. #10Veo 3.11362
arena.ai · 2026-09-21
LMArena Image-to-Video
third-party
~#12/20~1425Estimated
  1. #1MiniMax H31495
  2. #11Wan 2.71428
  3. ~#12HappyHorse-1.1Estimated1425
  4. #12Grok Imagine Video1415
estimated from related benchmarks
#10/191442Verified
  1. #1MiniMax H31495
  2. #9FLUX 3 Video1449
  3. #10HappyHorse-1.01442
  4. #11Wan 2.71428
arena.ai · 2026-09-21
VBench
day 0
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