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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-1.0MAGI-2 PreviewWan 2.7 0612
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 MAGI-2 Preview: +1.7 quality · price n/a

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

    vs HappyHorse-1.0: −1.7 quality · price n/a

  • Wan 2.7 0612
    Quality
    60.3
    Rank
    #14/34
    Price
    $0.15/s
    Speed
    —

    vs HappyHorse-1.0: −5.4 quality · 0.68× price

Overview

Metric
HappyHorse-1.0
MAGI-2 Preview
Wan 2.7 0612
Lab
Alibaba Qwen
Sand AI
Alibaba Qwen
Released
Apr 7, 2026
Aug 5, 2026
Jun 12, 2026
Weights
Proprietary
Open
Proprietary
Price per second
1080p
$0.22
—
$0.15Best

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-1.0
MAGI-2 Preview
Wan 2.7 0612
Video generation
65.7±3.0Best
#12/34Verified
64.0±7.8
#13/34Verified
60.3±6.7
#14/34Verified

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-1.0
MAGI-2 Preview
Wan 2.7 0612
AA Text-to-Video Arena
third-party
#4/251286BestVerified
  1. #1Wan 3.0Few votes1335
  2. #3MiniMax H31302
  3. #4HappyHorse-1.01286
  4. #5HappyHorse-1.11272
artificialanalysis.ai · 2026-09-24
~#6/26~1259Estimated
  1. #1Wan 3.0Few votes1335
  2. #5HappyHorse-1.11272
  3. ~#6MAGI-2 PreviewEstimated1259
  4. #6Seedance 2.01259
estimated from related benchmarks
#7/251243Verified
  1. #1Wan 3.0Few votes1335
  2. #6Seedance 2.01259
  3. #7Wan 2.7 06121243
  4. #8Grok Imagine Video1235
artificialanalysis.ai · 2026-09-24
AA Image-to-Video Arena
third-party
#9/261293Verified
  1. #1Gemini Omni Flash1369
  2. #8HappyHorse-1.11313
  3. #9HappyHorse-1.01293
  4. #10Vidu Q3 Pro1290
artificialanalysis.ai · 2026-09-24
~#9/27~1307Estimated
  1. #1Gemini Omni Flash1369
  2. #8HappyHorse-1.11313
  3. ~#9MAGI-2 PreviewEstimated1307
  4. #9HappyHorse-1.01293
estimated from related benchmarks
~#9/27~1299Estimated
  1. #1Gemini Omni Flash1369
  2. #8HappyHorse-1.11313
  3. ~#9Wan 2.7 0612Estimated1299
  4. #9HappyHorse-1.01293
estimated from related benchmarks
AA Text-to-Video Arena (with audio)
third-party
#8/221119Verified
  1. #1Gemini Omni Flash1233
  2. #7HappyHorse-1.11147
  3. #8HappyHorse-1.01119
  4. #9Wan 2.71098
artificialanalysis.ai · 2026-09-24
#5/221156BestVerified
  1. #1Gemini Omni Flash1233
  2. #4Seedance 2.01210
  3. #5MAGI-2 Preview1156
  4. #6Wan 2.7 06121149
artificialanalysis.ai · 2026-09-24
#6/221149Verified
  1. #1Gemini Omni Flash1233
  2. #5MAGI-2 Preview1156
  3. #6Wan 2.7 06121149
  4. #7HappyHorse-1.11147
artificialanalysis.ai · 2026-09-24
AA Image-to-Video Arena (with audio)
third-party
#9/231083Verified
  1. #1MiniMax H31181
  2. #8MAGI-2 Preview1096
  3. #9HappyHorse-1.01083
  4. #10Veo 3.11082
artificialanalysis.ai · 2026-09-24
#8/231096BestVerified
  1. #1MiniMax H31181
  2. #7Grok Imagine Video 1.51099
  3. #8MAGI-2 Preview1096
  4. #9HappyHorse-1.01083
artificialanalysis.ai · 2026-09-24
~#7/24~1101Estimated
  1. #1MiniMax H31181
  2. #6HappyHorse-1.11106
  3. ~#7Wan 2.7 0612Estimated1101
  4. #7Grok Imagine Video 1.51099
estimated from related benchmarks
LMArena Text-to-Video
third-party
#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
~#10/18~1406Estimated
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #9HappyHorse-1.01427
  3. ~#10MAGI-2 PreviewEstimated1406
  4. #10Veo 3.11362
estimated from related benchmarks
~#10/18~1391Estimated
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #9HappyHorse-1.01427
  3. ~#10Wan 2.7 0612Estimated1391
  4. #10Veo 3.11362
estimated from related benchmarks
LMArena Image-to-Video
third-party
#10/191442Verified
  1. #1MiniMax H31495
  2. #9FLUX 3 Video1449
  3. #10HappyHorse-1.01442
  4. #11Wan 2.71428
arena.ai · 2026-09-21
~#12/20~1423Estimated
  1. #1MiniMax H31495
  2. #11Wan 2.71428
  3. ~#12MAGI-2 PreviewEstimated1423
  4. #12Grok Imagine Video1415
estimated from related benchmarks
~#13/20~1413Estimated
  1. #1MiniMax H31495
  2. #12Grok Imagine Video1415
  3. ~#13Wan 2.7 0612Estimated1413
  4. #13Veo 3.11390
estimated from related benchmarks
VBench
day 0
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