Video · Image-to-Video · Overall Leaderboard
Ranking for Image-to-Video / Overall, based on public preference data.
Overall model ranking guide
Ranking for Image-to-Video / Overall, based on public preference data.
grok-imagine-video-1.5-preview-720pdreamina-seedance-2.0-720phappyhorse-1.0grok-imagine-video-720pveo-3.1-audio
1
X
grok-imagine-video-1.5-preview-720p
Xai
100.0
5.6K
1M
¥9 / ¥18Input/Output
2
B
dreamina-seedance-2.0-720p
Bytedance
97.4
56.7K
-
-
3
A
happyhorse-1.0
Aorizon
94.9
33.3K
-
-
4
X
grok-imagine-video-720p
Xai
92.3
380.6K
1M
¥9 / ¥18Input/Output
5
G
veo-3.1-audio
Google
89.7
25.1K
200K
¥14.4 / ¥57.6Input/Output
6
G
veo-3.1-audio-1080p
Google
87.2
24.4K
200K
¥14.4 / ¥57.6Input/Output
7
G
veo-3.1-fast-audio
Google
84.6
99.9K
200K
¥14.4 / ¥57.6Input/Output
8
X
grok-imagine-video-480p
Xai
82.1
19.4K
1M
¥9 / ¥18Input/Output
9
G
veo-3.1-fast-audio-1080p
Google
79.5
24.9K
200K
¥14.4 / ¥57.6Input/Output
10
SH
vidu-q3-pro
Shengshu
76.9
36.7K
-
-
11
K
kling-v3-pro
Kling
74.4
97K
-
-
12
G
veo-3-audio
Google
71.8
32.4K
200K
¥14.4 / ¥57.6Input/Output
13
A
wan2.5-i2v-preview
Alibaba
69.2
13.9K
-
-
14
G
veo-3-fast-audio
Google
66.7
41.2K
200K
¥14.4 / ¥57.6Input/Output
15
A
wan2.6-i2v
Alibaba
64.1
59.3K
-
-
16
B
seedance-v1.5-pro
Bytedance
61.5
196.5K
-
-
17
UNpixverse-v5.6
-
59.0
91K
-
-
18
K
kling-2.6-pro
Kling
56.4
162.9K
-
-
19
K
kling-2.5-turbo-1080p
Kling
53.8
3.8K
200K
¥108 / ¥432Input/Output
20
B
seedance-v1-pro
Bytedance
51.3
34K
-
-
21
M
hailuo-2.3
Minimax
48.7
201K
-
-
22
G
veo-3-fast
Google
46.2
26.3K
200K
¥14.4 / ¥57.6Input/Output
23
G
veo-3
Google
43.6
26.1K
200K
¥14.4 / ¥57.6Input/Output
24
UNp-video
-
41.0
23.4K
-
-
25
SH
vidu-q2-turbo
Shengshu
38.5
2.5K
-
-
26
K
kling-v2.1-master
Kling
35.9
29.8K
-
-
27
M
hailuo-02-pro
Minimax
33.3
21.8K
-
-
28
K
kling-v2.1-standard
Kling
30.8
30K
-
-
29
L
ray-3
Luma Ai
28.2
1.6K
-
-
30
M
hailuo-02-standard
Minimax
25.6
21.8K
-
-
31
SH
vidu-q2-pro
Shengshu
23.1
2.6K
-
-
32
TE
hunyuan-video-1.5
Tencent
20.5
5.5K
200K
¥108 / ¥432Input/Output
33
M
hailuo-02-fast
Minimax
17.9
22.5K
-
-
34
B
seedance-v1-lite
Bytedance
15.4
33.8K
-
-
35
A
wan-v2.2-a14b
Alibaba
12.8
27.1K
-
-
36
G
veo-2
Google
10.3
10.3K
-
-
37
UNltx-2-19b
-
7.7
146.5K
-
-
38
L
ray2
Luma Ai
5.1
9.5K
-
-
39
R
runway-gen4-turbo
Runway
2.6
6.8K
-
-
40
PI
pika-v2.2
Pika
0.0
8.7K
-
-
grok-imagine-video-1.5-preview-720p why it ranks first
grok-imagine-video-1.5-preview-720p ranks first with a percent score of 100.0 and 5.6K samples. Use it as the first option for this leaderboard, then compare price, context and availability.
Do not only look at rank #1
Start with the leaderboard closest to your task. Compare the top models by score and sample size, then check price, context length, open or closed access, and provider availability.
Compare adjacent capabilities
FAQ
图生视频总榜排行榜看什么指标?
主要看排名、百分制分数、样本量和来源。分数用于快速比较同一榜单内模型表现,样本量用于判断结果稳定性。
为什么不同榜单不能直接混合成总分?
不同榜单的任务、样本和评测口径不同,模力榜默认只在同一榜单内排序,避免把写作、代码、图像等能力强行合并。
图生视频总榜模型应该怎么选?
优先看与你任务最接近的榜单,再结合价格、上下文长度、开源闭源和厂商可用性。排名靠前不代表适合所有预算和部署方式。
榜单多久更新?
页面展示的是最新成功采集的公开榜单数据。当前优先使用 LMArena leaderboard dataset,并在页面来源中保留原始链接。