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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.
Bach-1.0 PreviewVidu Q3 ProVeo 3.1
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
  • Bach-1.0 Preview
    Quality
    45.8
    Rank
    #20/34
    Price
    —
    Speed
    —

    vs Vidu Q3 Pro: −0.6 quality · price n/a

  • Vidu Q3 Pro
    Quality
    46.5
    Rank
    #19/34
    Price
    $0.16/s
    Speed
    132s

    vs Bach-1.0 Preview: +0.6 quality · price n/a

  • Veo 3.1
    Quality
    45.6
    Rank
    #21/34
    Price
    $0.40/s
    Speed
    —

    vs Vidu Q3 Pro: −0.9 quality · 2.5× price

Overview

Metric
Bach-1.0 Preview
Vidu Q3 Pro
Veo 3.1
Lab
Video Rebirth
Vidu (ShengShu)
Google DeepMind
Released
May 7, 2026
Jan 30, 2026
Jan 30, 2026
Weights
Proprietary
Proprietary
Proprietary
Price per second
1080p
—
$0.16Best
$0.40
Render time
per clip
—
132s
—

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
Bach-1.0 Preview
Vidu Q3 Pro
Veo 3.1
Video generation
45.8±7.8
#20/34Verified
46.5±3.2Best
#19/34Verified
45.6±3.0
#21/34Verified

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
Bach-1.0 Preview
Vidu Q3 Pro
Veo 3.1
AA Text-to-Video Arena
third-party
#13/251223Verified
  1. #1Wan 3.0Few votes1335
  2. #12Vidu Q3 Pro1225
  3. #13Bach-1.0 Preview1223
  4. #14LTX-2.5 FastFew votes1218
artificialanalysis.ai · 2026-09-28
#12/251225BestVerified
  1. #1Wan 3.0Few votes1335
  2. #11Kling 3.0 Pro (1080p)1230
  3. #12Vidu Q3 Pro1225
  4. #13Bach-1.0 Preview1223
artificialanalysis.ai · 2026-09-24
#17/251214Verified
  1. #1Wan 3.0Few votes1335
  2. #16Runway Gen-4.51214
  3. #17Veo 3.11214
  4. #18Wan 2.71210
artificialanalysis.ai · 2026-09-24
AA Image-to-Video Arena
third-party
~#14/27~1275Estimated
  1. #1Gemini Omni Flash1369
  2. #13Kling 3.0 Pro (1080p)1276
  3. ~#14Bach-1.0 PreviewEstimated1275
  4. #14Cosmos3-Super-Image2Video-4StepFew votes1273
estimated from related benchmarks
#10/261290BestVerified
  1. #1Gemini Omni Flash1369
  2. #9HappyHorse-1.01293
  3. #10Vidu Q3 Pro1290
  4. #11SkyReels V41282
artificialanalysis.ai · 2026-09-24
#21/261252Verified
  1. #1Gemini Omni Flash1369
  2. #20Hailuo 2.31255
  3. #21Veo 3.11252
  4. #22Veo 3.1 LiteFew votes1241
artificialanalysis.ai · 2026-09-24
AA Text-to-Video Arena (with audio)
third-party
~#13/23~1089Estimated
  1. #1Gemini Omni Flash1233
  2. #12Kling 3.0 Standard (720p)1089
  3. ~#13Bach-1.0 PreviewEstimated1089
  4. #13Veo 3.11088
estimated from related benchmarks
#16/221078Verified
  1. #1Gemini Omni Flash1233
  2. #15Veo 3.1 Lite1083
  3. #16Vidu Q3 Pro1078
  4. #17PixVerse V61076
artificialanalysis.ai · 2026-09-24
#13/221088BestVerified
  1. #1Gemini Omni Flash1233
  2. #12Kling 3.0 Standard (720p)1089
  3. #13Veo 3.11088
  4. #14Veo 3.1 Fast1085
artificialanalysis.ai · 2026-09-24
AA Image-to-Video Arena (with audio)
third-party
~#17/24~1065Estimated
  1. #1MiniMax H31181
  2. #16Veo 3.1 Fast1066
  3. ~#17Bach-1.0 PreviewEstimated1065
  4. #17Vidu Q3 Pro1057
estimated from related benchmarks
#17/231057Verified
  1. #1MiniMax H31181
  2. #16Veo 3.1 Fast1066
  3. #17Vidu Q3 Pro1057
  4. #18Kling 3.0 Pro (1080p)1055
artificialanalysis.ai · 2026-09-24
#10/231082BestVerified
  1. #1MiniMax H31181
  2. #9HappyHorse-1.01083
  3. #10Veo 3.11082
  4. #11Wan 2.71078
artificialanalysis.ai · 2026-09-24
LMArena Text-to-Video
third-party
~#13/18~1339Estimated
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #12Grok Imagine Video1342
  3. ~#13Bach-1.0 PreviewEstimated1339
  4. #13Wan 2.71337
estimated from related benchmarks
~#12/18~1346Estimated
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #11Veo 3.1 Fast1358
  3. ~#12Vidu Q3 ProEstimated1346
  4. #12Grok Imagine Video1342
estimated from related benchmarks
#10/171362Verified
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #9HappyHorse-1.01427
  3. #10Veo 3.11362
  4. #11Veo 3.1 Fast1358
arena.ai · 2026-09-21
LMArena Image-to-Video
third-party
~#14/20~1374Estimated
  1. #1MiniMax H31495
  2. #13Veo 3.11390
  3. ~#14Bach-1.0 PreviewEstimated1374
  4. #14Veo 3.1 Fast1372
estimated from related benchmarks
#15/191363Verified
  1. #1MiniMax H31495
  2. #14Veo 3.1 Fast1372
  3. #15Vidu Q3 Pro1363
  4. #16Kling 3.0 Pro (1080p)1354
arena.ai · 2026-09-21
#13/191390BestVerified
  1. #1MiniMax H31495
  2. #12Grok Imagine Video1415
  3. #13Veo 3.11390
  4. #14Veo 3.1 Fast1372
arena.ai · 2026-09-21
VBench
day 0
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