Fastest GPU For Image Editing

Changing an existing image rather than making a new one.

FLUX.1 Kontext dev

Weights: black-forest-labs/FLUX.1-Kontext-dev

NVIDIA B30010.329
NVIDIA B2005.721
NVIDIA H2004.393
NVIDIA H100 80GB HBM34.264
NVIDIA RTX PRO 6000 Blackwell Workstation Edition3.086
NVIDIA RTX PRO 6000 Blackwell Server Edition3.021
NVIDIA A100 80GB SXM41.993
NVIDIA A100 80GB PCIe1.843
NVIDIA RTX PRO 5000 Blackwell1.8
NVIDIA L40S1.693
NVIDIA L401.114
NVIDIA RTX A60001.05
NVIDIA RTX 6000 Ada Generation1.029
NVIDIA RTX PRO 4500 Blackwell0.879
NVIDIA RTX 5000 Ada Generation0.793

Measured in images/min. Longer is faster.

#GPUimages/min
1NVIDIA B30010.33
2NVIDIA B2005.72
3NVIDIA H2004.39
4NVIDIA H100 80GB HBM34.26
5NVIDIA RTX PRO 6000 Blackwell Workstation Edition3.09
6NVIDIA RTX PRO 6000 Blackwell Server Edition3.02
7NVIDIA A100 80GB SXM41.99
8NVIDIA A100 80GB PCIe1.84
9NVIDIA RTX PRO 5000 Blackwell1.8
10NVIDIA L40S1.69
11NVIDIA L401.11
12NVIDIA RTX A60001.05
13NVIDIA RTX 6000 Ada Generation1.03
14NVIDIA RTX PRO 4500 Blackwell0.88
15NVIDIA RTX 5000 Ada Generation0.79

Qwen-Image-Edit

Weights: Qwen/Qwen-Image-Edit

NVIDIA B3008.14
NVIDIA B2004.86
NVIDIA H2003.76
NVIDIA H100 80GB HBM33.68
NVIDIA RTX PRO 6000 Blackwell Workstation Edition2.64
NVIDIA RTX PRO 6000 Blackwell Server Edition2.62
NVIDIA A100 80GB SXM41.64
NVIDIA A100 80GB PCIe1.54
NVIDIA L40S1.06
NVIDIA RTX PRO 5000 Blackwell0.8
NVIDIA L400.48

Measured in images/min. Longer is faster.

#GPUimages/min
1NVIDIA B3008.14
2NVIDIA B2004.86
3NVIDIA H2003.76
4NVIDIA H100 80GB HBM33.68
5NVIDIA RTX PRO 6000 Blackwell Workstation Edition2.64
6NVIDIA RTX PRO 6000 Blackwell Server Edition2.62
7NVIDIA A100 80GB SXM41.64
8NVIDIA A100 80GB PCIe1.54
9NVIDIA L40S1.06
10NVIDIA RTX PRO 5000 Blackwell0.8
11NVIDIA L400.48

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.