Fastest GPU For Video Generation

Rendering a clip from a prompt, measured in frames per second of output.

LTX-Video (distilled)

Weights: Lightricks/LTX-Video-0.9.5

NVIDIA B30031.87
NVIDIA B20026.8
NVIDIA H20017.87
NVIDIA H100 80GB HBM317.47
NVIDIA RTX PRO 6000 Blackwell Workstation Edition16.36
NVIDIA RTX PRO 6000 Blackwell Server Edition15.64
NVIDIA A100 80GB SXM48.95
NVIDIA A100 80GB PCIe8.51
NVIDIA L40S8.01
NVIDIA GeForce RTX 40904.7
NVIDIA RTX PRO 5000 Blackwell4.58
NVIDIA RTX PRO 4500 Blackwell3.58
GeForce RTX 50803.34
NVIDIA GeForce RTX 40803.23
NVIDIA RTX 5000 Ada Generation3.23

Measured in distilled. Longer is faster.

#GPUframes/s
1NVIDIA B30031.87
2NVIDIA B20026.8
3NVIDIA H20017.87
4NVIDIA H100 80GB HBM317.47
5NVIDIA RTX PRO 6000 Blackwell Workstation Edition16.36
6NVIDIA RTX PRO 6000 Blackwell Server Edition15.64
7NVIDIA A100 80GB SXM48.95
8NVIDIA A100 80GB PCIe8.51
9NVIDIA L40S8.01
10NVIDIA GeForce RTX 40904.7
11NVIDIA RTX PRO 5000 Blackwell4.58
12NVIDIA RTX PRO 4500 Blackwell3.58
13GeForce RTX 50803.34
14NVIDIA GeForce RTX 40803.23
15NVIDIA RTX 5000 Ada Generation3.23

Wan 2.2 5B (720p)

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

NVIDIA B3002.94
NVIDIA B2001.88
NVIDIA H2001.41
NVIDIA H100 80GB HBM31.33
NVIDIA RTX PRO 6000 Blackwell Server Edition0.88
NVIDIA A100 80GB SXM40.66
NVIDIA A100 80GB PCIe0.61
NVIDIA RTX PRO 5000 Blackwell0.56
NVIDIA L40S0.49
NVIDIA GeForce RTX 40900.43
NVIDIA L400.37
NVIDIA RTX 5000 Ada Generation0.32
NVIDIA A400.31
NVIDIA GeForce RTX 3090 Ti0.27
NVIDIA RTX PRO 4000 Blackwell0.26

Measured in 720p. Longer is faster.

#GPUframes/s
1NVIDIA B3002.94
2NVIDIA B2001.88
3NVIDIA H2001.41
4NVIDIA H100 80GB HBM31.33
5NVIDIA RTX PRO 6000 Blackwell Server Edition0.88
6NVIDIA A100 80GB SXM40.66
7NVIDIA A100 80GB PCIe0.61
8NVIDIA RTX PRO 5000 Blackwell0.56
9NVIDIA L40S0.49
10NVIDIA GeForce RTX 40900.43
11NVIDIA L400.37
12NVIDIA RTX 5000 Ada Generation0.32
13NVIDIA A400.31
14NVIDIA GeForce RTX 3090 Ti0.27
15NVIDIA RTX PRO 4000 Blackwell0.26

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.