GTX 1080 Ti vs L40S

PascalvsAda LovelaceUpdated 35 days ago

The L40S emerges as the winner for prevalent AI/ML use cases. Its 362 TFLOPS FP16 and 48 GB VRAM deliver overwhelming advantages over the GTX 1080 Ti's 11.3 TFLOPS and 11 GB, enabling efficient handling of modern large models despite higher average pricing.

GTX 1080 Ti from $0.30/hrL40S from $0.55/hr

Specifications Compared

SpecGTX-1080L40S
TDP180W350W
VRAM8-11 GB48 GB
CUDA Cores2,56018,176
Memory TypeGDDR5XGDDR6X
ArchitecturePascalAda Lovelace
Form FactorsPCIePCIe
InterconnectPCIe 4.0
FP16 Performance8.9 TFLOPS362 TFLOPS
FP32 Performance8.9 TFLOPS91 TFLOPS
Memory Bandwidth320 GB/s864 GB/s

Performance Analysis

Performance differences dominate real-world applications: the L40S FP32 throughput of 91 TFLOPS outpaces the GTX 1080 Ti's 11.3 TFLOPS by a factor of eight, speeding up general compute tasks. FP16 performance on the L40S reaches 362 TFLOPS, over 32 times the 11.3 TFLOPS of the GTX 1080 Ti, which accelerates deep learning training where half-precision is standard.

Higher memory bandwidth of 864 GB/s on the L40S versus 484 GB/s on the GTX 1080 Ti enables larger batch sizes in inference, minimizing latency for models like LLMs. The 48 GB VRAM capacity handles massive datasets that exceed the GTX 1080 Ti's 11 GB limit, preventing out-of-memory errors in fine-tuning. The L40S 350 W TDP reflects its power for sustained workloads, compared to 250 W on the older card.

Live Cloud Pricing

Real-time prices from 25+ providers. Updated every 60 seconds.

GTX 1080 Ti

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
LeaderGPU
LeaderGPU
4×NVIDIA GeForce GTX 1080
8GB VRAM
$0.30/GPU/hr
$1.20/hr total (4×)
Available
LeaderGPU
LeaderGPU
8×NVIDIA GeForce GTX 1080 Ti
11GB VRAM
$0.60/GPU/hr
$4.80/hr total (8×)
Available

L40S

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
TensorDock
TensorDock
NVIDIA L40S
48GB VRAM
$0.55/GPU/hr
Available
RunPod
RunPod
NVIDIA L40S
48GB VRAM
$0.86/GPU/hr
Massed Compute
Massed Compute
4×NVIDIA L40S
48GB VRAM
$0.88/GPU/hr
$3.52/hr total (4×)
Available
Massed Compute
Massed Compute
2×NVIDIA L40S
48GB VRAM
$0.88/GPU/hr
$1.76/hr total (2×)
Available
Massed Compute
Massed Compute
NVIDIA L40S
48GB VRAM
$0.88/GPU/hr
Available

Compare real-time pricing across 25+ providers

When to Choose the GTX 1080 Ti

The GTX 1080 Ti fits scenarios with tight budgets and light workloads. Its $0.60 per hour pricing and single stable offer suit hobbyist gaming, basic rendering, or legacy software using under 11 GB VRAM and 11.3 TFLOPS FP32. Lower 250 W TDP reduces cloud power costs for intermittent tasks.

When to Choose the L40S

The L40S is optimal for AI and machine learning demands. With 48 GB VRAM and 362 TFLOPS FP16, it manages large-scale LLM training or inference unavailable on the GTX 1080 Ti. Entry pricing from $0.40 per hour across 23 offers provides scalability for production environments.

Use Cases

LLM Training
L40S

L40S 48 GB VRAM and 362 TFLOPS FP16 support massive models and fast training. GTX 1080 Ti 11 GB VRAM limits scale.

LLM Inference
L40S

L40S 864 GB/s bandwidth and 91 TFLOPS FP32 handle high-throughput inference. GTX 1080 Ti 484 GB/s bandwidth constrains batch sizes.

Fine-tuning
L40S

L40S FP16 362 TFLOPS accelerates fine-tuning of large models fitting in 48 GB VRAM. GTX 1080 Ti lacks capacity beyond 11 GB.

Stable Diffusion
L40S

L40S high FP16 and VRAM speed up image generation at scale. GTX 1080 Ti suffices only for small resolutions.

Scientific Computing
L40S

L40S 91 TFLOPS FP32 outperforms GTX 1080 Ti 11.3 TFLOPS for simulations. Larger VRAM aids complex datasets.

Frequently Asked Questions

Which GPU has better performance for AI training?

The L40S provides 362 TFLOPS FP16, over 32 times the GTX 1080 Ti's 11.3 TFLOPS. This gap accelerates training cycles. VRAM difference of 48 GB versus 11 GB further favors L40S for large models.

What is the VRAM comparison between GTX 1080 Ti and L40S?

L40S offers 48 GB GDDR6X, while GTX 1080 Ti has 11 GB GDDR5X. Bandwidth reaches 864 GB/s on L40S versus 484 GB/s on GTX 1080 Ti. This supports bigger batches on L40S.

How do cloud prices compare for these GPUs?

GTX 1080 Ti averages $0.60 per hour across one offer. L40S starts at $0.40 per hour, averaging $1.13 across 23 offers. Cheaper entry for L40S suits variable needs.

Is GTX 1080 Ti suitable for modern ML inference?

GTX 1080 Ti 11.3 TFLOPS FP32 limits it to small models under 11 GB VRAM. L40S 91 TFLOPS FP32 and 48 GB VRAM handle production inference. Legacy tasks favor the older card.

What are the power requirements?

GTX 1080 Ti TDP is 250 W, lower than L40S 350 W. This impacts cloud costs for long runs. L40S justifies higher power with superior 362 TFLOPS FP16.

Which architecture is newer?

L40S uses Ada Lovelace from 2023 with PCIe 4.0. GTX 1080 Ti relies on Pascal from 2016. Newer design yields FP8 724 TFLOPS on L40S.

Which is cheaper to rent, the GTX 1080 or the L40S?

Cloud rental prices for both the GTX 1080 and L40S 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 GTX 1080 have compared to the L40S?

The GTX 1080 has 8 to 11 GB of GDDR5X memory. The L40S has 48 GB of GDDR6X memory.

Can I find GTX 1080 and L40S 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 GTX 1080 and the L40S?

The GTX 1080 uses the Pascal architecture (2016) while the L40S uses Ada Lovelace (2023). The L40S delivers 40.7x the FP16 throughput and 2.7x the memory bandwidth of the GTX 1080.