GPU comparison

L40S vs RTX 2060

Specifications and current cloud pricing, side by side.

Ada LovelacevsTuringUpdated 32 days ago

The L40S stands as the stronger choice for the most common use case of model training and inference because its 48 GB memory capacity and 91.6 TFLOPS FP32 rating exceed the corresponding specifications of the RTX 2060 by wide margins.

L40S listed from $0.97/GPU/hr

Right now, from live stock

  • Cheapest right now: L40S at $0.97/hr on Massed Compute

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  • Most providers in stock: L40S (5)

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Specifications Compared

SpecL40SRTX 2060
TDP350W160W
VRAM48 GB6-12 GB
CUDA Cores18,1761,920
FP8 (dense)733 TFLOPSNot published
Memory TypeGDDR6GDDR6
ArchitectureAda LovelaceTuring
FP16 (dense)362.05 TFLOPSNot published
Form FactorsPCIePCIe
INT8 (dense)733 TOPSNot published
InterconnectPCIe 4.0PCIe 3.0
Tensor Cores568240
FP32 Performance91.6 TFLOPS6.5 TFLOPS
FP64 Performance1.4 TFLOPSNot published
Memory Bandwidth864 GB/s336 GB/s
FP8 (with sparsity)1,466 TFLOPSNot published
FP16 (with sparsity)733 TFLOPSNot published
INT8 (with sparsity)1,466 TOPSNot published

Performance Analysis

The L40S delivers FP16 dense performance of 362.05 TFLOPS and FP32 performance of 91.6 TFLOPS whereas the RTX 2060 does not publish an FP16 figure and lists FP32 at 6.5 TFLOPS. This FP32 gap of 91.6 TFLOPS to 6.5 TFLOPS indicates the L40S handles matrix operations in training and inference workloads at roughly fourteen times the rate of the RTX 2060. Memory bandwidth of 864 GB/s on the L40S compared with 336 GB/s on the RTX 2060 allows larger batch sizes before data movement becomes a constraint during model execution.

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-32$0.97$1.94Deploy
RunPodglobal1$1.09—Deploy
QuantaCloudus-midwest-11$1.09—Deploy
Orilille-41$1.55—Deploy
LyceumEurope1$1.99—Deploy

5 providers in stock, 18 offers (cheapest per provider shown). All L40S offers, price history and alerts

RTX 2060

RTX 2060 is not offered on-demand by any provider we track right now. See the RTX 2060 rental page for last-seen listed prices and a price alert.

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When to Choose the L40S

The L40S suits workloads that require 48 GB GDDR6 memory and FP32 throughput of 91.6 TFLOPS such as large model training sessions. Its 864 GB/s bandwidth further supports sustained data movement in compute heavy pipelines where the RTX 2060 bandwidth of 336 GB/s would limit throughput.

When to Choose the RTX 2060

The RTX 2060 fits lighter tasks where a TDP of 160W keeps power draw low and PCIe 3.0 interconnect meets connectivity needs without requiring the higher FP32 rating of 91.6 TFLOPS found on the L40S.

Use Cases

LLM Training
L40S

The L40S supplies 48 GB GDDR6 memory and FP16 dense performance of 362.05 TFLOPS that exceed the RTX 2060 capabilities.

LLM Inference
L40S

FP32 performance of 91.6 TFLOPS on the L40S supports faster token generation than the 6.5 TFLOPS available on the RTX 2060.

Fine-tuning
L40S

The L40S memory bandwidth of 864 GB/s enables larger batch sizes during fine-tuning compared with 336 GB/s on the RTX 2060.

Stable Diffusion
L40S

VRAM capacity of 48 GB on the L40S accommodates higher resolution image generation workloads beyond the 6-12 GB limit of the RTX 2060.

Scientific Computing
L40S

FP32 throughput of 91.6 TFLOPS on the L40S accelerates simulation codes relative to the 6.5 TFLOPS rating of the RTX 2060.

Frequently Asked Questions

What FP32 performance do the L40S and RTX 2060 deliver?▾

The L40S reaches 91.6 TFLOPS in FP32. The RTX 2060 reaches 6.5 TFLOPS in FP32.

What memory bandwidth figures separate the two GPUs?▾

The L40S lists memory bandwidth of 864 GB/s. The RTX 2060 lists memory bandwidth of 336 GB/s.

Which GPU carries the higher TDP rating?▾

The L40S carries a TDP of 350W. The RTX 2060 carries a TDP of 160W.

Do the GPUs share the same interconnect generation?▾

The L40S uses PCIe 4.0 interconnect. The RTX 2060 uses PCIe 3.0 interconnect.

Which is cheaper to rent, the L40S or the RTX 2060?▾

Cloud rental prices for both the L40S and RTX 2060 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 2060?▾

The L40S has 48 GB of GDDR6 memory. The RTX 2060 has 6 to 12 GB of GDDR6 memory.

Can I find L40S and RTX 2060 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 2060?▾

The L40S uses the Ada Lovelace architecture (2023) while the RTX 2060 uses Turing (2019). The L40S has 48 GB of GDDR6 at 864 GB/s; the RTX 2060 has 6-12 GB of GDDR6 at 336 GB/s, so the L40S has 2.6x the memory bandwidth of the RTX 2060.

Rent these GPUs

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the L40S and the RTX 2060. 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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