NVIDIA A100 SXM (40GB) vs NVIDIA L40S — GPU Comparison (Apr 2026)
NVIDIA A100 SXM (40GB) (40GB HBM2e, 312 TFLOPS FP16, Ampere) vs NVIDIA L40S (48GB GDDR6, 366 TFLOPS FP16, Ada Lovelace). Cloud pricing: NVIDIA A100 SXM (40GB) from $0.80/hr, NVIDIA L40S from $0.55/hr. Compare specs, VRAM, performance, and pricing across 7 cloud providers to find the best GPU for your AI workload.
|
NVIDIA A100 SXM (40GB)
40GB HBM2e · Ampere
|
NVIDIA L40S
48GB GDDR6 · Ada Lovelace
|
||
|---|---|---|---|
| Specifications | |||
| Manufacturer | NVIDIA | NVIDIA | |
| Architecture | Ampere | Ada Lovelace | |
| VRAM | 40 GB HBM2e | 48 GB GDDR6 | |
| Memory Bandwidth | 1,555 GB/s | 864 GB/s | |
| FP16 (Tensor) | 312.0 TFLOPS | 366.0 TFLOPS | |
| FP32 | 19.5 TFLOPS | 91.6 TFLOPS | |
| TDP | 400W | 350W | |
| Release Year | 2020 | 2023 | |
| Segment | Data center | Data center | |
| Best For | AI training fine-tuning inference on smaller models | Inference fine-tuning video processing AI-accelerated graphics | |
| Cloud Pricing | |||
| Cheapest On-Demand | $0.80/hr | $0.55/hr | |
| Cheapest Spot | — | $0.79/hr | |
| Providers | 2 | 7 | |
| Provider Pricing (On-Demand) | |||
|
$0.80/hr | $0.55/hr | |
|
$1.14/hr | $0.86/hr | |
|
N/A | $0.55/hr | |
|
N/A | $0.61/hr | |
|
N/A | $0.86/hr | |
|
N/A | $1.57/hr | |
|
N/A | $1.67/hr | |
NVIDIA A100 SXM (40GB)
NVIDIA L40S
Related GPU Comparisons
NVIDIA A100 SXM (40GB) vs NVIDIA H100 SXMNVIDIA L40S vs NVIDIA H100 SXMNVIDIA A100 SXM (40GB) vs NVIDIA H200 SXMNVIDIA L40S vs NVIDIA H200 SXMNVIDIA A100 SXM (40GB) vs NVIDIA A100 SXM (80GB)NVIDIA L40S vs NVIDIA A100 SXM (80GB)NVIDIA A100 SXM (40GB) vs NVIDIA GeForce RTX 4090NVIDIA L40S vs NVIDIA GeForce RTX 4090
Top Providers for NVIDIA A100 SXM (40GB) and NVIDIA L40S
These 3 providers offer both NVIDIA A100 SXM (40GB) and NVIDIA L40S. Full head-to-head comparison of GPU models, pricing, infrastructure, and developer tools.
Vast.ai vs Novita AI vs Latitude.sh - GPU Provider Comparison (April 2026)
Side-by-side comparison of Vast.ai vs Novita AI vs Latitude.sh. Quickly compare GPU models, hourly pricing, spot instances, billing granularity, VRAM, regions, developer tools, Kubernetes support, and compliance to narrow down your cloud GPU provider shortlist. Data updated April 2026.
|
Vast.ai
Instant GPUs. Transparent Pricing.
|
Novita AI
AI & Agent Cloud platform with 200+ model APIs, GPU instances, and serverless inference at scale.
|
Latitude.sh
Bare metal GPU cloud across 23 global locations
|
|
|---|---|---|---|
| Overview | |||
| Trustpilot Rating | 4.4 | 3.3 | 3.7 |
| Headquarters | United States | United States | Brazil |
| Provider Type | GPU Marketplace | GPU-Focused | Bare Metal |
| Best For | AI training inference fine-tuning Stable Diffusion batch processing research LLM serving generative AI | AI training inference fine-tuning generative AI research LLM serving Stable Diffusion | AI training inference bare metal GPU fine-tuning research dedicated workloads generative AI |
| GPU Hardware | |||
| GPU Models | B200 H200 H100 SXM H100 NVL A100 SXM A100 PCIe RTX 5090 RTX 5080 RTX 5070 Ti RTX 6000 Pro RTX 6000 Ada RTX 4500 Ada RTX A6000 RTX A5000 RTX A4000 L40S L40 A40 A10 RTX 4090 RTX 4080 RTX 4070 Ti RTX 4070 RTX 4060 Ti RTX 4060 RTX 3090 Ti RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 Tesla V100 Tesla T4 A2 GTX 1080 | H100 SXM A100 SXM L40S RTX 4090 RTX 6000 Ada RTX 5090 RTX 3090 | A30 RTX A5000 RTX A6000 L40S RTX 6000 Ada A100 SXM H100 SXM GH200 RTX PRO 6000 |
| Max VRAM (GB) | 192 | 80 | 96 |
| Max GPUs/Instance | 8 | 8 | 8 |
| Interconnect | NVLink, InfiniBand | NVLink | NVLink |
| Pricing | |||
| Starting Price ($/hr) | $0.06/hr | $0.11/hr | $0.35/hr |
| Billing Granularity | Per-second | Per-second | Per-hour |
| Spot/Preemptible | Yes | Yes | No |
| Reserved Discounts | Up to 50% (1-6 month reserved) | N/A | N/A |
| Free Credits | Small test credit on signup | Up to $10,000 for startups | $200 via referral program |
| Egress Fees | Varies by host ($/TB) | None (Free) | None |
| Storage | Varies by host ($/GB/hr, charged while instance exists) | Container disk (60GB free), volume disk, network volumes | Local NVMe included (up to 4x 3.8TB), Block Storage $0.10/GB/mo, Filesystem Storage $0.05/GB/mo |
| Infrastructure | |||
| Regions | 500+ locations, 40+ data centers | US, EU, APAC, South America, Africa, Middle East (20+ locations) | 23 locations: US (8 cities), LATAM (5), Europe (5), APAC (4), Mexico City. GPU in Dallas, Frankfurt, Sydney, Tokyo |
| Uptime SLA | No formal SLA (host reliability scores visible) | 99.9% | 99.9% |
| Developer Experience | |||
| Frameworks | PyTorch TensorFlow CUDA vLLM ComfyUI | PyTorch TensorFlow CUDA cuDNN TensorRT | ML-optimized images PyTorch TensorFlow (user-installed) CUDA |
| Docker Support | Yes | Yes | Yes |
| SSH Access | Yes | Yes | Yes |
| Jupyter Notebooks | Yes | Yes | No |
| API / CLI | Yes | Yes | Yes |
| Setup Time | Seconds | N/A | Seconds |
| Kubernetes Support | No | No | No |
| Business Terms | |||
| Min Commitment | None | None | None |
| Compliance | SOC 2 Type 2 HIPAA GDPR CCPA | SOC 2 | Single-tenant isolation DPA available |
Vast.ai
Novita AI
Latitude.sh
Build your own comparison
Select any 2-6 firms from this guide and open them in the full comparison table.
Tip: if you do not select any firms we will start with the top 2 from this guide.