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 GeForce RTX 509010.449
NVIDIA A100 80GB SXM48.95
NVIDIA A100 80GB PCIe8.51
NVIDIA L40S8.01
NVIDIA GeForce RTX 40906.696
NVIDIA RTX PRO 5000 Blackwell4.58
GeForce RTX 50804.331
NVIDIA GeForce RTX 40803.705
NVIDIA RTX PRO 4500 Blackwell3.58

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 GeForce RTX 509010.45
8NVIDIA A100 80GB SXM48.95
9NVIDIA A100 80GB PCIe8.51
10NVIDIA L40S8.01
11NVIDIA GeForce RTX 40906.7
12NVIDIA RTX PRO 5000 Blackwell4.58
13GeForce RTX 50804.33
14NVIDIA GeForce RTX 40803.71
15NVIDIA RTX PRO 4500 Blackwell3.58

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 GeForce RTX 50900.588
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

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 GeForce RTX 50900.59
9NVIDIA RTX PRO 5000 Blackwell0.56
10NVIDIA L40S0.49
11NVIDIA GeForce RTX 40900.43
12NVIDIA L400.37
13NVIDIA RTX 5000 Ada Generation0.32
14NVIDIA A400.31
15NVIDIA GeForce RTX 3090 Ti0.27

CogVideoX-2B

Weights: THUDM/CogVideoX-2b

NVIDIA H100 80GB HBM31.168
NVIDIA GeForce RTX 50900.7
NVIDIA L40S0.601
NVIDIA GeForce RTX 40900.517
GeForce RTX 50800.361
NVIDIA GeForce RTX 40800.31
GeForce RTX 5070 Ti0.293
NVIDIA GeForce RTX 30900.241
NVIDIA GeForce RTX 4070 Super0.227
NVIDIA L40.179
GeForce RTX 5060 Ti0.156
NVIDIA GeForce RTX 4060 Ti 16GB0.143
NVIDIA GeForce RTX 30600.088

Measured in frames/s. Longer is faster.

#GPUframes/s
1NVIDIA H100 80GB HBM31.17
2NVIDIA GeForce RTX 50900.7
3NVIDIA L40S0.6
4NVIDIA GeForce RTX 40900.52
5GeForce RTX 50800.36
6NVIDIA GeForce RTX 40800.31
7GeForce RTX 5070 Ti0.29
8NVIDIA GeForce RTX 30900.24
9NVIDIA GeForce RTX 4070 Super0.23
10NVIDIA L40.18
11GeForce RTX 5060 Ti0.16
12NVIDIA GeForce RTX 4060 Ti 16GB0.14
13NVIDIA GeForce RTX 30600.09

Wan 2.1 1.3B

Weights: Wan-AI/Wan2.1-T2V-1.3B-Diffusers

NVIDIA GeForce RTX 50900.879
NVIDIA L40S0.728
NVIDIA GeForce RTX 40900.673
GeForce RTX 50800.452
NVIDIA GeForce RTX 40800.38
GeForce RTX 5070 Ti0.372
NVIDIA GeForce RTX 30900.341
NVIDIA GeForce RTX 4070 Super0.283
NVIDIA L40.219
GeForce RTX 5060 Ti0.198
NVIDIA GeForce RTX 4060 Ti 16GB0.176
NVIDIA GeForce RTX 30600.122

Measured in frames/s. Longer is faster.

#GPUframes/s
1NVIDIA GeForce RTX 50900.88
2NVIDIA L40S0.73
3NVIDIA GeForce RTX 40900.67
4GeForce RTX 50800.45
5NVIDIA GeForce RTX 40800.38
6GeForce RTX 5070 Ti0.37
7NVIDIA GeForce RTX 30900.34
8NVIDIA GeForce RTX 4070 Super0.28
9NVIDIA L40.22
10GeForce RTX 5060 Ti0.2
11NVIDIA GeForce RTX 4060 Ti 16GB0.18
12NVIDIA GeForce RTX 30600.12

CogVideoX-5B

Weights: THUDM/CogVideoX-5b

NVIDIA GeForce RTX 50900.259
NVIDIA GeForce RTX 40900.17
NVIDIA GeForce RTX 40800.111
NVIDIA GeForce RTX 30900.083

Measured in frames/s. Longer is faster.

#GPUframes/s
1NVIDIA GeForce RTX 50900.26
2NVIDIA GeForce RTX 40900.17
3NVIDIA GeForce RTX 40800.11
4NVIDIA GeForce RTX 30900.08

Wan 2.2 T2V A14B

Weights: Wan-AI/Wan2.2-T2V-A14B-Diffusers

NVIDIA H2000.349
NVIDIA H100 80GB HBM30.335
NVIDIA A100 80GB SXM40.17

Measured in frames/s. Longer is faster.

#GPUframes/s
1NVIDIA H2000.35
2NVIDIA H100 80GB HBM30.34
3NVIDIA A100 80GB SXM40.17

Mochi 1 Preview

Weights: genmo/mochi-1-preview

NVIDIA H2000.398
NVIDIA H100 80GB HBM30.382
NVIDIA A100 80GB SXM40.2

Measured in frames/s. Longer is faster.

#GPUframes/s
1NVIDIA H2000.4
2NVIDIA H100 80GB HBM30.38
3NVIDIA A100 80GB SXM40.2

AnimateDiff-Lightning

Weights: ByteDance/AnimateDiff-Lightning

#GPUframes/s
1NVIDIA GeForce RTX 409010.63

HunyuanVideo 1.5 (480p)

Weights: tencent/HunyuanVideo-1.5

#GPUframes/s
1NVIDIA H2000.1

LTX-2.3 (22B)

Weights: Lightricks/LTX-2.3

#GPUframes/s
1NVIDIA H2001.25

LTX-2.5

Weights: Lightricks/LTX-2.5

#GPUframes/s
1NVIDIA H2001.24

Wan 2.1 T2V 14B

Weights: Wan-AI/Wan2.1-T2V-14B

#GPUframes/s
1NVIDIA H2000.36

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.