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Model Pareto

Wan 3.0 vs Bach 1.0 Pro

In video generation, Wan 3.0 scores 93.8 and Bach 1.0 Pro 88.7 on the 0–100 quality scale. Wan 3.0 costs 1.7× as much as Bach 1.0 Pro ($0.20 vs $0.12 per second of 1080p video).
Wan 3.0Bach 1.0 Pro
Focus

Video generation: quality vs price

Compared models are ringed; the other 34 ranked here are greyed.

Lower price is better. Pareto frontier: Agnes-Video-2.5, 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
  • Wan 3.0
    Quality
    93.8
    Rank
    #3/36
    Price
    $0.20/s
    Speed
    —

    vs Bach 1.0 Pro: +5.1 quality · 1.7× price

  • Bach 1.0 Pro
    Quality
    88.7
    Rank
    #5/36
    Price
    $0.12/s
    Speed
    —

    vs Wan 3.0: −5.1 quality · 0.6× price

Overview

Metric
Wan 3.0
Bach 1.0 Pro
Lab
Alibaba Qwen
Video Rebirth
Released
Aug 19, 2026
Sep 29, 2026
Weights
Proprietary
Proprietary
Price per second
1080p
$0.20
$0.12Best

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
Wan 3.0
Bach 1.0 Pro
Video generation
93.8±4.1Best
#3/36Verified
88.7±7.8
#5/36Verified

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
Wan 3.0
Bach 1.0 Pro
AA Text-to-Video Arena
third-party
#1/261335VerifiedFew votes
  1. #1Wan 3.0Few votes1335
  2. #2Gemini Omni Flash1332
artificialanalysis.ai · 2026-09-24
~#4/27~1297Estimated
  1. #1Wan 3.0Few votes1335
  2. #3MiniMax H31302
  3. ~#4Bach 1.0 ProEstimated1297
  4. #4HappyHorse-1.01286
estimated from related benchmarks
AA Image-to-Video Arena
third-party
#3/271361VerifiedFew votes
  1. #1Gemini Omni Flash1369
  2. #2Bach 1.0 Pro1362
  3. #3Wan 3.0Few votes1361
  4. #4MiniMax H31357
artificialanalysis.ai · 2026-09-24
#2/271362BestVerified
  1. #1Gemini Omni Flash1369
  2. #2Bach 1.0 Pro1362
  3. #3Wan 3.0Few votes1361
artificialanalysis.ai · 2026-09-29
AA Text-to-Video Arena (with audio)
third-party
#2/231230Verified
  1. #1Gemini Omni Flash1233
  2. #2Wan 3.01230
  3. #3MiniMax H31220
artificialanalysis.ai · 2026-09-24
~#5/24~1187Estimated
  1. #1Gemini Omni Flash1233
  2. #4Seedance 2.01210
  3. ~#5Bach 1.0 ProEstimated1187
  4. #5MAGI-2 Preview1156
estimated from related benchmarks
AA Image-to-Video Arena (with audio)
third-party
#5/231164Verified
  1. #1MiniMax H31181
  2. #4Seedance 2.01174
  3. #5Wan 3.01164
  4. #6HappyHorse-1.11106
artificialanalysis.ai · 2026-09-24
~#6/24~1147Estimated
  1. #1MiniMax H31181
  2. #5Wan 3.01164
  3. ~#6Bach 1.0 ProEstimated1147
  4. #6HappyHorse-1.11106
estimated from related benchmarks
LMArena Text-to-Video
third-party
#5/171476VerifiedFew votes
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #4Seedance 2.01479
  3. #5Wan 3.0Few votes1476
  4. #6Seedance 2.51474
arena.ai · 2026-09-21
~#5/18~1479Estimated
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #4Seedance 2.01479
  3. ~#5Bach 1.0 ProEstimated1479
  4. #5Wan 3.0Few votes1476
estimated from related benchmarks
LMArena Image-to-Video
third-party
#3/191480VerifiedFew votes
  1. #1MiniMax H31495
  2. #2Gemini Omni 1.1 FlashFew votes1488
  3. #3Wan 3.0Few votes1480
  4. #4Seedance 2.51477
arena.ai · 2026-09-21
~#3/20~1486Estimated
  1. #1MiniMax H31495
  2. #2Gemini Omni 1.1 FlashFew votes1488
  3. ~#3Bach 1.0 ProEstimated1486
  4. #3Wan 3.0Few votes1480
estimated from related benchmarks
VBench
day 0
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