Fastest GPU For Image to Video

Animating a still you already have, the stage that turns keyframes into footage.

Stable Video Diffusion XT

Weights: stabilityai/stable-video-diffusion-img2vid-xt

NVIDIA H100 80GB HBM32.882
NVIDIA A100 80GB SXM41.536
NVIDIA L40S1.166

Measured in clips/min. Longer is faster.

#GPUclips/min
1NVIDIA H100 80GB HBM32.88
2NVIDIA A100 80GB SXM41.54
3NVIDIA L40S1.17

Wan 2.2 TI2V-5B (image to video)

Weights: Wan-AI/Wan2.2-TI2V-5B-Diffusers

NVIDIA H100 80GB HBM34.126
NVIDIA A100 80GB SXM42.156
NVIDIA L40S1.606

Measured in image to video. Longer is faster.

#GPUclips/min
1NVIDIA H100 80GB HBM34.13
2NVIDIA A100 80GB SXM42.16
3NVIDIA L40S1.61

CogVideoX-5B I2V

Weights: THUDM/CogVideoX-5b-I2V

NVIDIA H100 80GB HBM30.879
NVIDIA A100 80GB SXM40.468
NVIDIA L40S0.383

Measured in clips/min. Longer is faster.

#GPUclips/min
1NVIDIA H100 80GB HBM30.88
2NVIDIA A100 80GB SXM40.47
3NVIDIA L40S0.38

Every number is a first-party run on our own bench. Cards missing from a board have not been measured on that model yet, or cannot fit it.