GPU comparison

L40S vs RTX 4000 Ada

Specifications and current cloud pricing, side by side.

Ada LovelacevsAda LovelaceUpdated 34 days ago

The L40S wins for the most common use case of LLM training because its 48 GB memory capacity and 362.05 TFLOPS dense FP16 throughput exceed the RTX 4000 Ada specifications by wide margins while still fitting standard PCIe slots.

L40S from $0.97/GPU/hrRTX 4000 Ada from $0.76/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX 4000 Ada at $0.76/hr on DigitalOcean

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  • Most providers in stock: L40S (4)

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Specifications Compared

SpecL40SRTX 4000 Ada
TDP350W130W
VRAM48 GB20 GB
CUDA Cores18,1766,144
FP8 (dense)733 TFLOPSNot published
Memory TypeGDDR6GDDR6
ArchitectureAda LovelaceAda Lovelace
FP16 (dense)362.05 TFLOPSNot published
Form FactorsPCIePCIe
INT8 (dense)733 TOPSNot published
InterconnectPCIe 4.0PCIe 4.0
Tensor Cores568192
FP32 Performance91.6 TFLOPS26.7 TFLOPS
FP64 Performance1.4 TFLOPSNot published
Memory Bandwidth864 GB/s360 GB/s
FP8 (with sparsity)1,466 TFLOPS427.6 TFLOPS
FP16 (with sparsity)733 TFLOPSNot published
INT8 (with sparsity)1,466 TOPSNot published

Performance Analysis

The L40S delivers 91.6 TFLOPS of FP32 throughput compared with 26.7 TFLOPS on the RTX 4000 Ada. This gap widens further when dense FP16 performance is considered because the L40S reaches 362.05 TFLOPS dense FP16 whereas the RTX 4000 Ada figure remains unpublished. Memory bandwidth of 864 GB per second on the L40S versus 360 GB per second on the RTX 4000 Ada directly influences sustainable batch sizes during both training and inference passes. The L40S also lists 733 TFLOPS dense FP8 and 1466 TFLOPS FP8 with sparsity while the RTX 4000 Ada lists 427.6 TFLOPS FP8 with sparsity only.

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.

L40S

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Massed Computeus-central-24$0.97$3.88Deploy
QuantaCloudus-midwest-18$1.09$8.72Deploy
Orilille-41$1.55—Deploy
LyceumEurope1$1.99—Deploy

4 providers in stock, 17 offers (cheapest per provider shown). All L40S offers, price history and alerts

RTX 4000 Ada

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
DigitalOceanToronto 11$0.76—Deploy

1 provider in stock, 1 offer. All RTX 4000 Ada offers, price history and alerts

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When to Choose the L40S

The L40S suits workloads that require 48 GB of GDDR6 memory and 864 GB per second bandwidth such as large model training or high resolution scientific simulations. Its 350 watt TDP supports sustained dense FP16 throughput of 362.05 TFLOPS without immediate thermal throttling in multi hour runs.

When to Choose the RTX 4000 Ada

The RTX 4000 Ada suits compact inference tasks or fine tuning sessions that fit within 20 GB of GDDR6 memory and operate under a 130 watt TDP envelope. Its lower power draw allows denser node packing in environments where total system energy remains constrained.

Use Cases

LLM Training
L40S

The L40S supplies 48 GB GDDR6 memory and 362.05 TFLOPS dense FP16 that accommodate larger models and longer sequences than the RTX 4000 Ada can handle.

LLM Inference
L40S

The L40S provides 733 TFLOPS dense FP8 and 864 GB per second bandwidth that sustain higher token throughput for large batches.

Fine-tuning
Either

Both cards share the Ada Lovelace architecture and PCIe interconnect so either meets requirements when model size stays under 20 GB.

Stable Diffusion
RTX 4000 Ada

The RTX 4000 Ada 130 watt TDP and 20 GB GDDR6 memory suffice for typical image generation workloads at lower energy cost.

Scientific Computing
L40S

The L40S 91.6 TFLOPS FP32 rating and 48 GB memory support larger simulation grids than the RTX 4000 Ada 26.7 TFLOPS FP32 rating allows.

Frequently Asked Questions

What FP32 performance do the cards deliver?▾

The L40S reaches 91.6 TFLOPS FP32 and the RTX 4000 Ada reaches 26.7 TFLOPS FP32.

Which GPU offers higher memory bandwidth?▾

The L40S offers 864 GB per second bandwidth compared with 360 GB per second on the RTX 4000 Ada.

What power limits apply to each card?▾

The L40S carries a 350 watt TDP while the RTX 4000 Ada carries a 130 watt TDP.

Do both GPUs use the same interconnect?▾

Both the L40S and the RTX 4000 Ada employ PCIe 4.0 interconnects in PCIe form factors.

How does FP8 performance compare where published?▾

The L40S lists 733 TFLOPS dense FP8 and 1466 TFLOPS FP8 with sparsity while the RTX 4000 Ada lists 427.6 TFLOPS FP8 with sparsity.

Which is cheaper to rent, the L40S or the RTX 4000 Ada?▾

Cloud rental prices for both the L40S and RTX 4000 Ada 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 L40S have compared to the RTX 4000 Ada?▾

The L40S has 48 GB of GDDR6 memory. The RTX 4000 Ada has 20 GB of GDDR6 memory.

Can I find L40S and RTX 4000 Ada 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 L40S and the RTX 4000 Ada?▾

The L40S uses the Ada Lovelace architecture (2023) while the RTX 4000 Ada uses Ada Lovelace (2023). The L40S has 48 GB of GDDR6 at 864 GB/s; the RTX 4000 Ada has 20 GB of GDDR6 at 360 GB/s, so the L40S has 2.4x the memory bandwidth of the RTX 4000 Ada.

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How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the L40S and the RTX 4000 Ada. 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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