NVIDIA RTX 6000 Ada 48GB vs NVIDIA L40 48GB

The RTX 6000 Ada delivers 2.0x the FP8 throughput of the L40 (729 vs 362 TFLOPS dense).

RTX 6000 Ada: Ada Lovelace, 2023 L40: Ada Lovelace, 2023
FP8 dense lead
2.0x
RTX 6000 Ada: 729 vs 362 TFLOPS
VRAM
48 vs 48 GB
Same capacity
Bandwidth
960 GB/s vs 864 GB/s
RTX 6000 Ada moves data faster
TDP
300 W vs 300 W
Same power budget

Specifications

RTX 6000 Ada
L40
Architecture
Ada LovelaceAda Lovelace
Launch Year
20232023
Form Factor
PCIePCIe
VRAM
48 GB48 GB
Memory Bandwidth
960 GB/s864 GB/s
TDP
300 W300 W
Process Node
4nm4nm

Performance (TFLOPS)

RTX 6000 Ada
L40
FP32
91.1 TFlops 90.5 TFlops
FP16
181.1 TFlops
362.1 TFLOPS sparse
BF16
181.1 TFlops
362.1 TFLOPS sparse
FP8
728.5 TFlops
1457.0 TFLOPS sparse
362.0 TFlops
724.0 TFLOPS sparse
INT8
362.0 TFlops
724.0 TOPS sparse

FLOPS by Precision

What actually differs

Both GPUs launched in 2023: the RTX 6000 Ada on Ada Lovelace and the L40 on Ada Lovelace.

Dense throughput for the RTX 6000 Ada against the L40: FP32 91 vs 91 TFLOPS, FP8 729 vs 362 TFLOPS. Sparse figures, where the vendor publishes them, appear under each dense number in the performance table.

Memory is 48 GB against 48 GB, fed at 960 GB/s versus 864 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 RTX 6000 Ada and 300 W for the L40. At FP32 that works out to 0.30 against 0.30 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 RTX 6000 Ada faster than the L40?

At FP8 precision the RTX 6000 Ada reaches 729 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 RTX 6000 Ada or the L40?

Both GPUs carry 48 GB of VRAM. Memory bandwidth is 960 GB/s for the RTX 6000 Ada and 864 GB/s for the L40.

How much power do the RTX 6000 Ada and the L40 draw?

The RTX 6000 Ada is rated at 300 W TDP and the L40 at 300 W. On FP32 throughput per watt, the RTX 6000 Ada is the more efficient part.

Can I rent the RTX 6000 Ada or the L40 in the cloud?

Yes. Live cloud listings tracked by Flopper start at $0.52 per GPU hour. The rental pricing section on this page lists current providers and rates for both GPUs.

Where to Rent

NVIDIA RTX 6000 Ada 48GB

ProviderConfigurationPrice/GPU-hrChecked
DataCrunch
1× RTX 6000 Ada 48GB Spot $0.52 5h ago View →
RunPod
1× RTX 6000 Ada 48GB Community $0.74 5h ago View →
RunPod
1× RTX 6000 Ada 48GB $0.84 5h ago View →
Massed Compute
4× RTX 6000 Ada 48GB $0.97 5h ago View →
DataCrunch
1× RTX 6000 Ada 48GB $1.04 5h ago View →
AceCloud
1× RTX 6000 Ada 48GB $1.14 5h ago View →
DigitalOcean
1× RTX 6000 Ada 48GB $1.57 5h ago View →
All RTX 6000 Ada listings and price history →

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 →

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