GPU comparison

L40 vs RTX 5080

Specifications and current cloud pricing, side by side.

Ada LovelacevsBlackwellUpdated 32 days ago

The L40 wins for the most common use case of LLM training because its 48 GB VRAM and 181.05 TFLOPS dense FP16 rating accommodate larger models without the memory constraints of the 16 GB on the RTX 5080.

L40 listed from $0.79/GPU/hrRTX 5080 listed from $0.59/GPU/hr

Right now, from live stock

  • Cheapest right now: L40 at $0.79/hr on ThunderCompute

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  • Most providers in stock: L40 (4)

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Specifications Compared

SpecL40RTX 5080
TDP300W360W
VRAM48 GB16 GB
CUDA Cores18,17610,752
FP4 (dense)Not published900.4 TFLOPS
FP8 (dense)362 TFLOPS225.1 TFLOPS
Memory TypeGDDR6GDDR7
ArchitectureAda LovelaceBlackwell
FP16 (dense)181.05 TFLOPS112.6 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)362 TOPS450.2 TOPS
InterconnectPCIe 4.0PCIe 5.0
Tensor Cores568336
FP32 Performance90.5 TFLOPS56.3 TFLOPS
Memory Bandwidth864 GB/s960 GB/s
FP4 (with sparsity)Not published1,801 TFLOPS
FP8 (with sparsity)724 TFLOPS450.2 TFLOPS
FP16 (with sparsity)362.1 TFLOPS225.1 TFLOPS
INT8 (with sparsity)724 TOPS900.4 TOPS

Performance Analysis

The FP16 dense figure of 181.05 TFLOPS on the L40 exceeds the 112.6 TFLOPS dense figure on the RTX 5080 by a factor of 1.6. This difference affects training throughput where higher dense FP16 capacity supports larger model updates per step. FP32 performance follows a similar pattern at 90.5 TFLOPS dense for the L40 versus 56.3 TFLOPS dense for the RTX 5080. Memory bandwidth of 960 GB/s on the RTX 5080 exceeds the 864 GB/s on the L40 and permits modestly larger batch sizes during inference when data movement limits throughput. Sparse FP16 performance reaches 362.1 TFLOPS on the L40 and 225.1 TFLOPS on the RTX 5080 so the ratio remains consistent when sparsity applies to both devices.

Current On-Demand Offers

Cheapest secure on-demand offer per provider that is reported in stock right now, per GPU per hour; multi-GPU instances show the whole-instance price alongside. Deploy opens the DeployGPU console for providers on the platform, otherwise the provider's own site. Stock is rechecked every minute.

L40

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
ThunderComputeUSA2$0.79$1.58Deploy
Massed Computeus-central-31$0.86—Deploy
QuantaCloudus-midwest-24$0.94$3.75Deploy
HyperstackCANADA-11$1.00—Deploy

4 providers in stock, 13 offers (cheapest per provider shown). All L40 offers, price history and alerts

RTX 5080

RTX 5080 is not offered on-demand by any provider we track right now. See the RTX 5080 rental page for last-seen listed prices and a price alert.

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When to Choose the L40

The L40 suits workloads that require the 48 GB VRAM capacity for fitting models that exceed 16 GB limits. Its 181.05 TFLOPS dense FP16 rating and 300W TDP also favor sustained dense compute tasks where power draw stays lower than the 360W of the RTX 5080.

When to Choose the RTX 5080

Its FP4 dense rating of 900.4 TFLOPS further supports low precision inference pipelines unavailable on the L40.

Use Cases

LLM Training
L40

The L40 supplies 48 GB VRAM and 181.05 TFLOPS dense FP16 that together exceed the 16 GB and 112.6 TFLOPS dense FP16 of the RTX 5080.

LLM Inference
RTX 5080

The RTX 5080 delivers 960 GB/s bandwidth and FP4 dense performance of 900.4 TFLOPS that improve token throughput over the L40 specifications.

Fine-tuning
L40

The L40 48 GB VRAM capacity permits fine-tuning runs that the 16 GB VRAM of the RTX 5080 cannot accommodate at equivalent model sizes.

Stable Diffusion
Either

Both GPUs handle image generation yet the L40 offers more VRAM while the RTX 5080 provides higher bandwidth.

Scientific Computing
L40

The L40 FP32 rating of 90.5 TFLOPS dense surpasses the 56.3 TFLOPS dense rating of the RTX 5080 for double precision workloads.

Frequently Asked Questions

What is the FP16 dense performance difference?▾

The L40 reaches 181.05 TFLOPS dense FP16 and the RTX 5080 reaches 112.6 TFLOPS dense FP16.

Which GPU has higher memory bandwidth?▾

The RTX 5080 provides 960 GB/s bandwidth compared with 864 GB/s on the L40.

What are the TDP values?▾

The L40 lists a TDP of 300W and the RTX 5080 lists a TDP of 360W.

Do both GPUs support sparsity?▾

Both GPUs list sparse FP16 figures with the L40 at 362.1 TFLOPS and the RTX 5080 at 225.1 TFLOPS.

Which is cheaper to rent, the L40 or the RTX 5080?▾

Cloud rental prices for both the L40 and RTX 5080 vary by provider, configuration, and availability. This page shows live pricing from 25+ providers updated every 60 seconds. Scroll to the Live Cloud Pricing section to compare current rates.

How much VRAM does the L40 have compared to the RTX 5080?▾

The L40 has 48 GB of GDDR6 memory. The RTX 5080 has 16 GB of GDDR7 memory.

Can I find L40 and RTX 5080 GPUs available to rent right now?▾

Yes. This page shows real-time availability across 25+ cloud GPU providers. The Live Cloud Pricing section displays only in-stock offers with current pricing.

What is the main difference between the L40 and the RTX 5080?▾

The L40 uses the Ada Lovelace architecture (2023) while the RTX 5080 uses Blackwell (2025). The L40 delivers 1.6x the dense FP16 throughput (181.05 vs 112.6 TFLOPS, both without sparsity) while the RTX 5080 has 1.1x the memory bandwidth of the L40.

Rent these GPUs

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How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the L40 and the RTX 5080. Dense and sparse throughput are listed separately.
  • Prices and availability are live: every offer shown is an in-stock, on-demand listing from a provider we track, rechecked every minute.
  • The written comparison (overview, performance notes, when to choose each card, verdict, use cases and FAQ) was drafted with an AI model from the specification table above and passed an automated check that rejects any figure not in that table. It was last generated on . It contains no prices; those are always read live.
  • Read how we collect the data, or report an error on this page.

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