NVIDIA L40S 48GB vs NVIDIA RTX 5000 Ada 32GB

The L40S delivers 40% more FP8 throughput than the RTX 5000 Ada (733 vs 522 TFLOPS dense). The L40S also carries 16 GB more memory (48 GB vs 32 GB).

L40S: Ada Lovelace, 2023 RTX 5000 Ada: Ada Lovelace, 2023
FP8 dense lead
+40%
L40S: 733 vs 522 TFLOPS
VRAM
48 vs 32 GB
16 GB more for the L40S
Bandwidth
864 GB/s vs 576 GB/s
L40S moves data faster
TDP
350 W vs 250 W
RTX 5000 Ada draws 100 W less

Specifications

L40S
RTX 5000 Ada
Architecture
Ada LovelaceAda Lovelace
Launch Year
20232023
Form Factor
PCIePCIe
VRAM
48 GB32 GB
Memory Bandwidth
864 GB/s576 GB/s
TDP
350 W250 W
Process Node
4nm4nm

Performance (TFLOPS)

L40S
RTX 5000 Ada
FP64
1.4 TFlops
FP32
91.6 TFlops 65.3 TFlops
FP16
362.1 TFlops
733.0 TFLOPS sparse
BF16
362.1 TFlops
733.0 TFLOPS sparse
FP8
733.0 TFlops
1466.0 TFLOPS sparse
522.2 TFlops
sparse not published
INT8
733.0 TFlops
1466.0 TOPS sparse

FLOPS by Precision

What actually differs

Both GPUs launched in 2023: the L40S on Ada Lovelace and the RTX 5000 Ada on Ada Lovelace.

Dense throughput for the L40S against the RTX 5000 Ada: FP32 92 vs 65 TFLOPS, FP8 733 vs 522 TFLOPS. Sparse figures, where the vendor publishes them, appear under each dense number in the performance table.

Memory is 48 GB against 32 GB, fed at 864 GB/s versus 576 GB/s. More memory per GPU means larger models fit before you have to shard across cards, which often matters more than raw TFLOPS for inference.

Power budgets are 350 W for the L40S and 250 W for the RTX 5000 Ada. At FP32 that works out to 0.26 against 0.26 TFLOPS per watt.

For LLM training and inference, weight the FP8 and FP16 rows and memory capacity most heavily. For scientific and HPC workloads, the FP64 row is the one to read.

Frequently asked questions

Is the L40S faster than the RTX 5000 Ada?

At FP8 precision the L40S reaches 733 TFLOPS dense against 522 TFLOPS for the RTX 5000 Ada. The performance table on this page lists every published precision for both GPUs.

Which has more memory, the L40S or the RTX 5000 Ada?

The L40S carries 48 GB of VRAM versus 32 GB for the RTX 5000 Ada. Memory bandwidth is 864 GB/s for the L40S and 576 GB/s for the RTX 5000 Ada.

How much power do the L40S and the RTX 5000 Ada draw?

The L40S is rated at 350 W TDP and the RTX 5000 Ada at 250 W. On FP32 throughput per watt, the L40S is the more efficient part.

Can I rent the L40S or the RTX 5000 Ada in the cloud?

Yes. Live cloud listings tracked by Flopper start at $0.49 per GPU hour. The rental pricing section on this page lists current providers and rates for both GPUs.

Where to Rent

NVIDIA L40S 48GB

ProviderInstancePrice/GPU-hrChecked
DataCrunch
1L40S.20V (spot) $0.69 3h ago View →
Nebius
$0.74 3h ago View →
RunPod
L40S (Community Cloud) $0.79 3h ago View →
Cudo Compute
epyc-genoa-l40s-graphics $0.87 3h ago View →
Massed Compute
gpu_1x_l40s $0.88 3h ago View →
CoreWeave
nvidia-l40s (spot) $0.98 3h ago View →
RunPod
L40S (Secure Cloud) $0.99 3h ago View →
DataCrunch
1L40S.20V (on-demand) $1.37 3h ago View →
Crusoe
$1.50 3h ago View →
Nebius
$1.55 3h ago View →
DigitalOcean
NVIDIA L40S $1.57 3h ago View →
Vultr
vcg-l40s-16c-180g-48vram $1.67 3h ago View →
OVHcloud
l40s-360 $1.80 3h ago View →
CoreWeave
nvidia-l40s (on-demand) $2.25 3h ago View →
All L40S listings and price history →

NVIDIA RTX 5000 Ada 32GB

ProviderInstancePrice/GPU-hrChecked
RunPod
RTX 5000 Ada (Community Cloud) $0.49 3h ago View →
RunPod
RTX 5000 Ada (Secure Cloud) $0.83 3h ago View →
All RTX 5000 Ada listings and price history →

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