NVIDIA · Ada Lovelace Architecture

Rent NVIDIA L40S in the Cloud

Versatile data center GPU balancing AI compute with graphics capabilities. Strong for inference workloads.

VRAM 48 GB GDDR6
Bandwidth 864 GB/s
FP16 366.0 TFLOPS
FP32 91.6 TFLOPS
TDP 350W
Architecture Ada Lovelace
Cheapest On-Demand $0.55/hr
Average On-Demand $0.95/hr
Providers 7

Compare NVIDIA L40S Cloud Pricing — 7 Providers

On-Demand

NVIDIA L40S — On-Demand pricing
Provider Price / GPU / hr Availability Notes Action
Vast.ai United States $0.55/hr CHEAPEST Available Marketplace avg Visit Provider
Novita AI United States $0.55/hr CHEAPEST Available Visit Provider
Latitude.sh Brazil $0.61/hr Available GPU VM Visit Provider
RunPod United States $0.86/hr Available Secure Cloud Visit Provider
Massed Compute United States $0.86/hr Available Visit Provider
DigitalOcean United States $1.57/hr Available Visit Provider
Vultr United States $1.67/hr Available Visit Provider

Spot / Preemptible

NVIDIA L40S — Spot / Preemptible pricing
Provider Price / GPU / hr Availability Notes Action
RunPod United States $0.79/hr CHEAPEST Available Community Cloud Visit Provider

Prices last verified: April 13, 2026

NVIDIA L40S Technical Specifications

Manufacturer NVIDIA
Architecture Ada Lovelace
VRAM 48 GB GDDR6
Memory Bandwidth 864 GB/s
FP16 (Tensor) 366.0 TFLOPS
FP32 91.6 TFLOPS
TDP 350W
Release Year 2023
Segment Data center
Memory Type GDDR6

Best For

Inference fine-tuning video processing AI-accelerated graphics

Frequently Asked Questions

What discount can I expect on NVIDIA L40S with spot or reserved pricing?

Expect NVIDIA L40S cloud price to begins at $0.55 per hour on-demand. According to our July 14, 2026 snapshot, the market's lowest-priced on-demand option is Vast.ai, while RunPod offers the lowest spot rate at $0.79 per hour — a up to 60% saving for interruption-tolerant jobs. Reserved contracts add another ~up to 40% discount for multi-month bookings.

Typical one-month on-demand bills run into four figures at full utilization, which is why production inference services usually migrate to reserved and experimental work stays on-demand or spot.

Top cloud providers offering NVIDIA L40S: Vast.ai (from $0.55/hr), Novita AI, and Latitude.sh. Start comparing live rates.

What is the memory bandwidth of NVIDIA L40S?

At a glance: NVIDIA L40S = Ada Lovelace architecture, 48 GB GDDR6 memory, 864 GB/s bandwidth, 366 FP16 TFLOPS, 91.6 FP32 TFLOPS, 350W, 2023.

Those specs tell most of the story for machine learning: VRAM sets the model ceiling, bandwidth throttles attention-heavy production inference, and TFLOPS set pre-training throughput. NVIDIA L40S sits firmly in the class of accelerators targeted at modern transformer workloads — the bandwidth/TFLOPS balance is tuned for large-batch pre-training and production production inference rather than gaming.

Top cloud providers offering NVIDIA L40S: Vast.ai (from $0.55/hr), Novita AI, and Latitude.sh. Start comparing live rates.

NVIDIA L40S real-world generative AI performance

366 FP16 TFLOPS and 864 GB/s of memory bandwidth put NVIDIA L40S squarely in the class of accelerators targeted at modern transformer workloads. FP32 caps at 91.6 TFLOPS, which still handles most non-AI scientific compute comfortably.

For training from scratch, token throughput roughly tracks FP16 TFLOPS. For production inference on foundation models, throughput tracks bandwidth. Real-world numbers will depend heavily on the framework stack (PyTorch, TensorRT-LLM, vLLM), and can vary 30-50% depending on how aggressively you quantise.

The cheapest NVIDIA L40S right now is on Vast.ai at $0.55/hr; Novita AI and Latitude.sh also list it — pick the region and billing that fits your workload.

Which provider has the most NVIDIA L40S regions?

NVIDIA L40S is listed by 7 cloud GPU providers: DigitalOcean, Latitude.sh, Massed Compute, Novita AI, RunPod, Vast.ai, and others. Entry on-demand pricing starts at $0.55 per hour via Vast.ai, while spot capacity starts at $0.79 per hour via RunPod.

That's a relatively crowded market, which keeps rates competitive but also means provider-level differences in support, uptime, and egress policies are the real decision criteria. Serverless GPU offerings (where available) further reduce cost by billing only for the inference seconds you actually consume.

Ready to deploy? Vast.ai has NVIDIA L40S from $0.55/hr. Novita AI and Latitude.sh also carry it.

NVIDIA L40S use cases — where does it shine?

The sweet spot for NVIDIA L40S: Inference, fine-tuning, video processing, AI-accelerated graphics. Those workloads exploit its 48 GB VRAM and Ada Lovelace architecture well and don't get bottlenecked by its compute envelope.

If you're still unsure whether NVIDIA L40S is right, benchmark your actual workload on it — at $0.55 per hour you can spin up a test instance, run your pipeline for an hour, and make an informed decision with real data.

Spin up NVIDIA L40S on Vast.ai for $0.55/hr, with Novita AI and Latitude.sh as strong alternatives — compare and deploy in minutes.

Compare with Other GPUs

See how NVIDIA L40S stacks up against other popular cloud GPUs in specs, pricing, and availability.