source
Artificial Analysis
Benchmarks · /benchmarks/artificial-analysis-image-to-video
Image to Video
Artificial Analysis video arena leaderboard for image-conditioned video generation.
Passport
Visible tradeoffsThis is a human preference signal, so it tells you what people liked side by side, not what is formally correct.
metric
Arena rating (rating)
judge
Human
direction
higher better
group id
aa_image_to_video_current
domain
Video generation
What it measures vs what it misses
✓ Measures
Observed user preference on generated video continuations from a source image. Relative quality of motion synthesis and visual coherence in blind voting.
✗ Misses
Objective temporal consistency metrics. Audio and fine-grained editing control.
Why this countsObserved user preference on generated video continuations from a source image.Comparable-group ruleThis percentile only compares models inside the exact benchmark/version group shown here. It is not a universal score.What it missesObjective temporal consistency metrics.
Leaderboard · this benchmark version
#1 · HappyHorse-1.0
AA · May 1, 2026
1,397
#2 · Dreamina Seedance 2.0 720p
AA · May 1, 2026
1,348
#3 · Grok Imagine Video
AA · May 1, 2026
1,327
#4 · PixVerse V6
AA · May 1, 2026
1,324
#5 · Vidu Q3 Pro
AA · May 1, 2026
1,287
#6 · SkyReels V4
AA · May 1, 2026
1,287
#7 · Kling 2.5 Turbo 1080p
AA · May 1, 2026
1,285
#8 · Kling 3.0 1080p (Pro)
AA · May 1, 2026
1,283
#9 · Kling 3.0 Omni 1080p (Pro)
AA · May 1, 2026
1,281
#10 · PixVerse V5.6
AA · May 1, 2026
1,280
#11 · Kling 2.6 Standard (January)
AA · May 1, 2026
1,270
#12 · Veo 3.1 Fast
AA · May 1, 2026
1,270
#13 · PixVerse V5.5
AA · May 1, 2026
1,270
#14 · Kling 3.0 720p (Standard)
AA · May 1, 2026
1,265
#15 · Runway Gen-4.5
AA · May 1, 2026
1,265
#16 · Kling 3.0 Omni 720p (Standard)
AA · May 1, 2026
1,264
#17 · PixVerse V5
AA · May 1, 2026
1,264
#18 · TeleVideo 2.0
AA · May 1, 2026
1,258
#19 · Kling 2.6 Pro (January)
AA · May 1, 2026
1,253
#20 · Seedance 1.5 pro
AA · May 1, 2026
1,252
#21 · Veo 3.1
AA · May 1, 2026
1,246
#22 · Wan 2.5 Preview
AA · May 1, 2026
1,244
#23 · Hailuo 02 Pro
AA · May 1, 2026
1,243
#24 · Hailuo 2.3 Fast
AA · May 1, 2026
1,238
#25 · Hailuo 02 Standard
AA · May 1, 2026
1,237
#26 · Seedance 1.0
AA · May 1, 2026
1,236
#27 · Hailuo 2.3
AA · May 1, 2026
1,235
#28 · Vidu Q2 Turbo
AA · May 1, 2026
1,233
#29 · Vidu Q2 Pro
AA · May 1, 2026
1,229
#30 · Veo 3
AA · May 1, 2026
1,227
#31 · Ray 3
AA · May 1, 2026
1,222
#32 · Wan 2.6
AA · May 1, 2026
1,208
#33 · Kling 2.1 Master
AA · May 1, 2026
1,205
#34 · Pika 2.5
AA · May 1, 2026
1,202
#35 · Hailuo 02 Fast
AA · May 1, 2026
1,197
#36 · LTX-2 Pro Open Weights
AA · May 1, 2026
1,191
#37 · Kling 2.1 Pro
AA · May 1, 2026
1,188
#38 · LTX-2 Fast Open Weights
AA · May 1, 2026
1,177
#39 · Kling 2.1 Standard
AA · May 1, 2026
1,175
#40 · Kling 2.0
AA · May 1, 2026
1,173
#41 · Midjourney V1
AA · May 1, 2026
1,163
#42 · LTX-2.3 Pro Open Weights
AA · May 1, 2026
1,162
#43 · LTX-2.3 Fast Open Weights
AA · May 1, 2026
1,159
#44 · Vivago 2.0
AA · May 1, 2026
1,155
#45 · PixVerse V4.5
AA · May 1, 2026
1,135
#46 · Seedance 1.0 Mini
AA · May 1, 2026
1,134
#47 · Kling 1.6 Pro
AA · May 1, 2026
1,131
#48 · P-Video
AA · May 1, 2026
1,130
#49 · HunyuanVideo-1.5 (Fal) Open Weights
AA · May 1, 2026
1,116
#50 · Wan 2.2 A14B Open Weights
AA · May 1, 2026
1,114
#51 · Veo 2
AA · May 1, 2026
1,094
#52 · Runway Gen 4
AA · May 1, 2026
1,091
#53 · I2V-01-Director
AA · May 1, 2026
1,041
#54 · LTX Video v0.9.7 13B Open Weights
AA · May 1, 2026
1,038
#55 · Vidu Q1
AA · May 1, 2026
1,026
#56 · Motion 2.0
AA · May 1, 2026
1,025
#57 · Marey
AA · May 1, 2026
1,011
#58 · Pika 2.2
AA · May 1, 2026
1,005
#59 · Runway Gen 3 Alpha Turbo
AA · May 1, 2026
1,004
#60 · Wan 2.1 14B Open Weights
AA · May 1, 2026
1,000
#61 · Runway Gen 3 Alpha
AA · May 1, 2026
993
#62 · Wan 2.2 5B Open Weights
AA · May 1, 2026
985
#63 · Sora
AA · May 1, 2026
978
#64 · Hunyuan Video (Fal) Open Weights
AA · May 1, 2026
921