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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.
Cosmos3-Super-Image2Video-4StepKling 3.0 Omni Pro (1080p)Veo 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
  • Cosmos3-Super-Image2Video-4Step
    Quality
    45.1
    Rank
    #23/34
    Price
    —
    Speed
    —

    vs Veo 3.1: −0.5 quality · price n/a

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

    vs Veo 3.1: −0.4 quality · 0.7× price

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

    vs Kling 3.0 Omni Pro (1080p): +0.4 quality · 1.4× price

Overview

Metric
Cosmos3-Super-Image2Video-4Step
Kling 3.0 Omni Pro (1080p)
Veo 3.1
Lab
NVIDIA
Kling AI (Kuaishou)
Google DeepMind
Released
Jul 20, 2026
Feb 4, 2026
Jan 30, 2026
Weights
Open
Proprietary
Proprietary
Price per second
1080p
—
$0.28Best
$0.40

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
Cosmos3-Super-Image2Video-4Step
Kling 3.0 Omni Pro (1080p)
Veo 3.1
Video generation
45.1±8.4
#23/34Verified
45.1±4.1
#22/34Verified
45.6±3.0Best
#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
Cosmos3-Super-Image2Video-4Step
Kling 3.0 Omni Pro (1080p)
Veo 3.1
AA Text-to-Video Arena
third-party
~#13/26~1224Estimated
  1. #1Wan 3.0Few votes1335
  2. #12Vidu Q3 Pro1225
  3. ~#13Cosmos3-Super-Image2Video-4StepEstimated1224
  4. #13Bach-1.0 Preview1223
estimated from related benchmarks
#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
#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
#14/261273VerifiedFew votes
  1. #1Gemini Omni Flash1369
  2. #13Kling 3.0 Pro (1080p)1276
  3. #14Cosmos3-Super-Image2Video-4StepFew votes1273
  4. #15Kling 3.0 Standard (720p)1269
artificialanalysis.ai · 2026-09-28
#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
#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
~#10/23~1096Estimated
  1. #1Gemini Omni Flash1233
  2. #9Wan 2.71098
  3. ~#10Cosmos3-Super-Image2Video-4StepEstimated1096
  4. #10SkyReels V41095
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
#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
~#16/24~1068Estimated
  1. #1MiniMax H31181
  2. #15SkyReels V41069
  3. ~#16Cosmos3-Super-Image2Video-4StepEstimated1068
  4. #16Veo 3.1 Fast1066
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
#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
~#14/18~1334Estimated
  1. #1Gemini Omni 1.1 FlashFew votes1516
  2. #13Wan 2.71337
  3. ~#14Cosmos3-Super-Image2Video-4StepEstimated1334
  4. #14Seedance 1.5 pro1256
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
#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
~#15/20~1368Estimated
  1. #1MiniMax H31495
  2. #14Veo 3.1 Fast1372
  3. ~#15Cosmos3-Super-Image2Video-4StepEstimated1368
  4. #15Vidu Q3 Pro1363
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
#13/191390Verified
  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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