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L40 vs H100 vs A100 GPU Comparison

With the amount of GPUs on the market, with lead times differing, it’s important to see how each GPU stacks up against the other. 


Feature

L40 GPU

H100 GPU

A100 GPU

Number of CUDA cores

896

8192

10240

Memory

32 GB HBM2e

80 GB HBM3

40 GB HBM2e

Bandwidth

900 GB/s

3 TB/s

600 GB/s

Performance

35.2 TFLOPs

54.2 TFLOPs

81.3 TFLOPs


The L40 GPU is a lower-end GPU than the H100 GPU and A100 GPU. It has fewer CUDA cores, less memory, and lower bandwidth. It also has a lower performance than the other two GPUs. However, it is also less expensive.

The H100 GPU is a high-end GPU that is designed for AI and machine learning workloads. It has more CUDA cores, more memory, and higher bandwidth than the L40 GPU. It also has a higher performance than the L40 GPU. However, it is also more expensive.

The A100 GPU is the most powerful GPU that NVIDIA offers. It has the most CUDA cores, the most memory, and the highest bandwidth of any of the GPUs. It also has the highest performance. However, it is also the most expensive GPU.

Which GPU is right for you depends on your needs and budget. If you need a high-performance GPU for AI and machine learning workloads, the H100 GPU or A100 GPU are good options. If you need a lower-cost GPU for general-purpose workloads, the L40 GPU is a good option.

We can make you aware of the best lead times as a premier partner as well as the best servers to put them in based on your use case.




General Enquiry

L40 vs H100 vs A100 GPU Comparison

With the amount of GPUs on the market, with lead times differing, it’s important to see how each GPU stacks up against the other. 


Feature

L40 GPU

H100 GPU

A100 GPU

Number of CUDA cores

896

8192

10240

Memory

32 GB HBM2e

80 GB HBM3

40 GB HBM2e

Bandwidth

900 GB/s

3 TB/s

600 GB/s

Performance

35.2 TFLOPs

54.2 TFLOPs

81.3 TFLOPs


The L40 GPU is a lower-end GPU than the H100 GPU and A100 GPU. It has fewer CUDA cores, less memory, and lower bandwidth. It also has a lower performance than the other two GPUs. However, it is also less expensive.

The H100 GPU is a high-end GPU that is designed for AI and machine learning workloads. It has more CUDA cores, more memory, and higher bandwidth than the L40 GPU. It also has a higher performance than the L40 GPU. However, it is also more expensive.

The A100 GPU is the most powerful GPU that NVIDIA offers. It has the most CUDA cores, the most memory, and the highest bandwidth of any of the GPUs. It also has the highest performance. However, it is also the most expensive GPU.

Which GPU is right for you depends on your needs and budget. If you need a high-performance GPU for AI and machine learning workloads, the H100 GPU or A100 GPU are good options. If you need a lower-cost GPU for general-purpose workloads, the L40 GPU is a good option.

We can make you aware of the best lead times as a premier partner as well as the best servers to put them in based on your use case.




General Enquiry