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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.
FLUX 3 VideoSeedance 2.0Muse Video
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
  • FLUX 3 Video
    Quality
    83.2
    Rank
    #8/34
    Price
    $0.29/s
    Speed
    —

    vs Seedance 2.0: −0.7 quality · 1.9× price

  • Seedance 2.0
    Quality
    83.9
    Rank
    #7/34
    Price
    $0.15/s
    Speed
    —

    vs FLUX 3 Video: +0.7 quality · 0.52× price

  • Muse Video
    Quality
    79.5
    Rank
    #9/34
    Price
    —
    Speed
    —

    vs Seedance 2.0: −4.5 quality · price n/a

Overview

Metric
FLUX 3 Video
Seedance 2.0
Muse Video
Lab
Black Forest Labs
ByteDance Seed
Meta
Released
Jul 23, 2026
Mar 18, 2026
Sep 18, 2026
Weights
Proprietary
Proprietary
Proprietary
Price per second
1080p
$0.29
$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
FLUX 3 Video
Seedance 2.0
Muse Video
Video generation
83.2±6.4
#8/34Verified
83.9±3.0Best
#7/34Verified
79.4±8.5
#9/34Verified

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
FLUX 3 Video
Seedance 2.0
Muse Video
AA Text-to-Video Arena
third-party
~#4/26~1292Estimated
  1. #1Wan 3.0Few votes1335
  2. #3MiniMax H31302
  3. ~#4FLUX 3 VideoEstimated1292
  4. #4HappyHorse-1.01286
estimated from related benchmarks
#6/251259Verified
  1. #1Wan 3.0Few votes1335
  2. #5HappyHorse-1.11272
  3. #6Seedance 2.01259
  4. #7Wan 2.7 06121243
artificialanalysis.ai · 2026-09-24
~#4/26~1286Estimated
  1. #1Wan 3.0Few votes1335
  2. #3MiniMax H31302
  3. ~#4Muse VideoEstimated1286
  4. #4HappyHorse-1.01286
estimated from related benchmarks
AA Image-to-Video Arena
third-party
~#6/27~1337Estimated
  1. #1Gemini Omni Flash1369
  2. #5PixVerse V61337
  3. ~#6FLUX 3 VideoEstimated1337
  4. #6Grok Imagine Video 1.51329
estimated from related benchmarks
#4/261340Verified
  1. #1Gemini Omni Flash1369
  2. #3MiniMax H31357
  3. #4Seedance 2.01340
  4. #5PixVerse V61337
artificialanalysis.ai · 2026-09-24
~#6/27~1332Estimated
  1. #1Gemini Omni Flash1369
  2. #5PixVerse V61337
  3. ~#6Muse VideoEstimated1332
  4. #6Grok Imagine Video 1.51329
estimated from related benchmarks
AA Text-to-Video Arena (with audio)
third-party
~#5/23~1195Estimated
  1. #1Gemini Omni Flash1233
  2. #4Seedance 2.01210
  3. ~#5FLUX 3 VideoEstimated1195
  4. #5MAGI-2 Preview1156
estimated from related benchmarks
#4/221210Verified
  1. #1Gemini Omni Flash1233
  2. #3MiniMax H31220
  3. #4Seedance 2.01210
  4. #5MAGI-2 Preview1156
artificialanalysis.ai · 2026-09-24
~#5/23~1186Estimated
  1. #1Gemini Omni Flash1233
  2. #4Seedance 2.01210
  3. ~#5Muse VideoEstimated1186
  4. #5MAGI-2 Preview1156
estimated from related benchmarks
AA Image-to-Video Arena (with audio)
third-party
~#6/24~1149Estimated
  1. #1MiniMax H31181
  2. #5Wan 3.01164
  3. ~#6FLUX 3 VideoEstimated1149
  4. #6HappyHorse-1.11106
estimated from related benchmarks
#4/231174Verified
  1. #1MiniMax H31181
  2. #3HiDream-O1-VideoFew votes1176
  3. #4Seedance 2.01174
  4. #5Wan 3.01164
artificialanalysis.ai · 2026-09-24
~#6/24~1144Estimated
  1. #1MiniMax H31181
  2. #5Wan 3.01164
  3. ~#6Muse VideoEstimated1144
  4. #6HappyHorse-1.11106
estimated from related benchmarks
LMArena Text-to-Video
third-party
#3/171493BestVerifiedFew votes
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #2Gemini Omni Flash1513
  3. #3FLUX 3 VideoFew votes1493
  4. #4Seedance 2.01479
arena.ai · 2026-09-21
#4/171479Verified
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #3FLUX 3 VideoFew votes1493
  3. #4Seedance 2.01479
  4. #5Wan 3.0Few votes1476
arena.ai · 2026-09-21
#8/171456VerifiedFew votes
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #7MiniMax H31460
  3. #8Muse VideoFew votes1456
  4. #9HappyHorse-1.01427
arena.ai · 2026-09-21
LMArena Image-to-Video
third-party
#9/191449Verified
  1. #1MiniMax H31495
  2. #7HiDream-O1-Video1456
  3. #9FLUX 3 Video1449
  4. #10HappyHorse-1.01442
arena.ai · 2026-09-21
#5/191475BestVerified
  1. #1MiniMax H31495
  2. #4Seedance 2.51477
  3. #5Seedance 2.01475
  4. #6Gemini Omni Flash1465
arena.ai · 2026-09-21
~#9/20~1454Estimated
  1. #1MiniMax H31495
  2. #7HiDream-O1-Video1456
  3. ~#9Muse VideoEstimated1454
  4. #9FLUX 3 Video1449
estimated from related benchmarks
VBench
day 0
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