Hardware comparison / GPU versus GPU

L40S vs A100 PCIe 80GB

The L40S (Ada Lovelace, 48 GB GDDR6) and the A100 PCIe (Ampere, 80 GB HBM2e) are built for different jobs. If your model needs more than 48 GB per GPU, memory decides before price does.

Understand the hardware trade-offs before comparing provider configurations. This page compares GPU models, not cloud SKUs or availability.

What the hardware records show

  • L40S uses the Ada Lovelace architecture; A100 PCIe 80GB uses Ampere.
  • Both are PCIe GPUs.
  • A100 PCIe 80GB has 32 GB more memory per GPU (80 GB against 48 GB), 1.7× as much.
  • A100 PCIe 80GB has 2.2× the theoretical memory bandwidth (1,935 against 864 GB/s).
Hardware facts

Per GPU

L40S PCIe

48 GB GDDR6 with ECC

Read GPU guide

A100 PCIe 80GB

80 GB HBM2e

Read GPU guide
Exact variant
NVIDIA L40S 48GB
NVIDIA A100 PCIe 80GB
Architecture
Ada Lovelace
Ampere
GPU memory
48 GB GDDR6 with ECC
80 GB HBM2e
Memory bandwidth
864 GB/s theoretical
1,935 GB/s theoretical
Hardware notes
L40S and L40 are different products. No NVLink or MIG support.
Check source documentation for your exact variant.
Performance for your model
Not benchmarked. Test your precision, batch size, sequence length and runtime.
Not benchmarked. Test your precision, batch size, sequence length and runtime.
Cloud configuration price
Choose a provider configuration. Hardware memory alone does not determine the bill.
Choose a provider configuration. Hardware memory alone does not determine the bill.
Official evidence
Hardware source ↗

Reviewed 11/10/2026 · verified

Hardware source ↗

Reviewed 11/10/2026 · verified

More memory is useful when your workload needs it.

It does not by itself prove a lower monthly cost, higher tokens per second or a better result. Include model memory, context, batch size and measured performance in your decision.

Where each GPU appears in our catalogue

Providers with at least one dated, published configuration of the exact GPU. Availability is not checked; the provider page shows each price with its review date.

L40S

Explore L40S configurations →

A100 PCIe 80GB

Explore A100 configurations →

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