NVIDIA L40 48GB vs NVIDIA RTX 5000 Ada 32GB

The RTX 5000 Ada delivers 44% more FP8 throughput than the L40 (522 vs 362 TFLOPS dense). The L40 counters with 16 GB more memory (48 GB vs 32 GB).

L40: Ada Lovelace, 2023 RTX 5000 Ada: Ada Lovelace, 2023
FP8 dense lead
+44%
RTX 5000 Ada: 522 vs 362 TFLOPS
Memory
48 vs 32 GB
16 GB more for the L40
Bandwidth
864 GB/s vs 576 GB/s
L40 moves data faster
TDP
300 W vs 250 W
RTX 5000 Ada draws 50 W less

Specifications

L40
RTX 5000 Ada
Architecture
Ada LovelaceAda Lovelace
Launch Year
20232023
Form Factor
PCIePCIe
Memory
48 GB32 GB
Memory Bandwidth
864 GB/s576 GB/s
TDP
300 W250 W
Process Node
4nm4nm

Performance (TFLOPS)

L40
RTX 5000 Ada
FP64
No verified data available No verified data available
FP32
91 TFLOPS 65 TFLOPS
TF32
91 TFLOPS
181 TFLOPS sparse
No verified data available
BF16
181 TFLOPS
362 TFLOPS sparse
No verified data available
FP16
181 TFLOPS
362 TFLOPS sparse
No verified data available
FP8
362 TFLOPS
724 TFLOPS sparse
522 TFLOPS
sparse not published
FP6
No verified data available No verified data available
FP4
No verified data available No verified data available
INT8
362 TOPS
724 TOPS sparse
No verified data available

FLOPS by Precision

What actually differs

Both GPUs launched in 2023: the L40 on Ada Lovelace and the RTX 5000 Ada on Ada Lovelace.

Dense throughput for the L40 against the RTX 5000 Ada: FP32 91 vs 65 TFLOPS, FP8 362 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 300 W for the L40 and 250 W for the RTX 5000 Ada. At FP32 that works out to 0.30 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 L40 faster than the RTX 5000 Ada?

At FP8 precision the RTX 5000 Ada reaches 522 TFLOPS dense against 362 TFLOPS for the L40. The performance table on this page lists every published precision for both GPUs.

Which has more memory, the L40 or the RTX 5000 Ada?

The L40 carries 48 GB of memory versus 32 GB for the RTX 5000 Ada. Memory bandwidth is 864 GB/s for the L40 and 576 GB/s for the RTX 5000 Ada.

How much power do the L40 and the RTX 5000 Ada draw?

The L40 is rated at 300 W TDP and the RTX 5000 Ada at 250 W. On FP32 throughput per watt, the L40 is the more efficient part.

Can I rent the L40 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 L40 48GB

ProviderConfigurationPrice/GPU-hrChecked
RunPod
1× L40 48GB Community $0.69 5h ago View →
CoreWeave
8× L40 48GB Spot $0.78 5h ago View →
Hyperstack
1× L40 48GB Spot $0.80 5h ago View →
RunPod
1× L40 48GB $0.82 5h ago View →
Massed Compute
1× L40 48GB $0.88 5h ago View →
Hyperstack
1× L40 48GB $1.00 5h ago View →
CoreWeave
8× L40 48GB $1.25 5h ago View →
All L40 listings and price history →

NVIDIA RTX 5000 Ada 32GB

ProviderConfigurationPrice/GPU-hrChecked
RunPod
1× RTX 5000 Ada 32GB Community $0.49 5h ago View →
RunPod
1× RTX 5000 Ada 32GB $0.83 5h ago View →
All RTX 5000 Ada listings and price history →

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