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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.
Veo 3.1Bach-1.0 PreviewKling 3.0 Omni Pro (1080p)
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
  • Veo 3.1
    Quality
    45.6
    Rank
    #21/34
    Price
    $0.40/s
    Speed
    —

    vs Bach-1.0 Preview: −0.3 quality · price n/a

  • Bach-1.0 Preview
    Quality
    45.8
    Rank
    #20/34
    Price
    —
    Speed
    —

    vs Veo 3.1: +0.3 quality · price n/a

  • Kling 3.0 Omni Pro (1080p)
    Quality
    45.1
    Rank
    #22/34
    Price
    $0.28/s
    Speed
    —

    vs Bach-1.0 Preview: −0.7 quality · price n/a

Overview

Metric
Veo 3.1
Bach-1.0 Preview
Kling 3.0 Omni Pro (1080p)
Lab
Google DeepMind
Video Rebirth
Kling AI (Kuaishou)
Released
Jan 30, 2026
May 7, 2026
Feb 4, 2026
Weights
Proprietary
Proprietary
Proprietary
Price per second
1080p
$0.40
—
$0.28Best

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
Veo 3.1
Bach-1.0 Preview
Kling 3.0 Omni Pro (1080p)
Video generation
45.6±3.0
#21/34Verified
45.8±7.8Best
#20/34Verified
45.1±4.1
#22/34Verified

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
Veo 3.1
Bach-1.0 Preview
Kling 3.0 Omni Pro (1080p)
AA Text-to-Video Arena
third-party
#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
#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
#9/251230BestVerified
  1. #1Wan 3.0Few votes1335
  2. #8Grok Imagine Video1235
  3. #9Kling 3.0 Omni Pro (1080p)1230
  4. #9PixVerse V61230
artificialanalysis.ai · 2026-09-24
AA Image-to-Video Arena
third-party
#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
~#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
#12/261279BestVerified
  1. #1Gemini Omni Flash1369
  2. #11SkyReels V41282
  3. #12Kling 3.0 Omni Pro (1080p)1279
  4. #13Kling 3.0 Pro (1080p)1276
artificialanalysis.ai · 2026-09-24
AA Text-to-Video Arena (with audio)
third-party
#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
~#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
#18/221075Verified
  1. #1Gemini Omni Flash1233
  2. #17PixVerse V61076
  3. #18Kling 3.0 Omni Pro (1080p)1075
  4. #19Grok Imagine Video1065
artificialanalysis.ai · 2026-09-24
AA Image-to-Video Arena (with audio)
third-party
#10/231082BestVerified
  1. #1MiniMax H31181
  2. #9HappyHorse-1.01083
  3. #10Veo 3.11082
  4. #11Wan 2.71078
artificialanalysis.ai · 2026-09-24
~#17/24~1065Estimated
  1. #1MiniMax H31181
  2. #16Veo 3.1 Fast1066
  3. ~#17Bach-1.0 PreviewEstimated1065
  4. #17Vidu Q3 Pro1057
estimated from related benchmarks
#20/231045Verified
  1. #1MiniMax H31181
  2. #19Kling 3.0 Standard (720p)1052
  3. #20Kling 3.0 Omni Pro (1080p)1045
  4. #21LTX-2.5 FastFew votes1037
artificialanalysis.ai · 2026-09-24
LMArena Text-to-Video
third-party
#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
~#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
~#13/18~1341Estimated
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #12Grok Imagine Video1342
  3. ~#13Kling 3.0 Omni Pro (1080p)Estimated1341
  4. #13Wan 2.71337
estimated from related benchmarks
LMArena Image-to-Video
third-party
#13/191390Verified
  1. #1MiniMax H31495
  2. #12Grok Imagine Video1415
  3. #13Veo 3.11390
  4. #14Veo 3.1 Fast1372
arena.ai · 2026-09-21
~#14/20~1374Estimated
  1. #1MiniMax H31495
  2. #13Veo 3.11390
  3. ~#14Bach-1.0 PreviewEstimated1374
  4. #14Veo 3.1 Fast1372
estimated from related benchmarks
~#14/20~1377Estimated
  1. #1MiniMax H31495
  2. #13Veo 3.11390
  3. ~#14Kling 3.0 Omni Pro (1080p)Estimated1377
  4. #14Veo 3.1 Fast1372
estimated from related benchmarks
VBench
day 0
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