A100 PCIe 40GB vs RTX 5060 Ti

AmperevsBlackwellUpdated 35 days ago

The NVIDIA A100 PCIe 40GB emerges as the superior choice for most AI workloads: 40 GB VRAM and 312 TFLOPS FP16 enable training and inference on large models, where RTX 5060 Ti's 12 GB and 23.1 TFLOPS fall short despite lower $0.15 per hour average cost.

A100 PCIe 40GB from $0.73/hrRTX 5060 Ti from $0.27/hr

Specifications Compared

SpecA100RTX-5060
TDP400W180W
VRAM40-80 GB12 GB
CUDA Cores6,9124,608
Memory TypeHBM2eGDDR7
ArchitectureAmpereBlackwell
Form FactorsSXM4, PCIePCIe
InterconnectNVLink, PCIe 4.0, InfiniBand
Tensor Cores432144
FP16 Performance312 TFLOPS23.1 TFLOPS
FP32 Performance19.5 TFLOPS23.1 TFLOPS
FP64 Performance9.7 TFLOPS
INT8 Performance624 TOPS370 TOPS
Memory Bandwidth2,039 GB/s448 GB/s

Performance Analysis

The A100 PCIe 40GB dominates in raw compute with 312 TFLOPS FP16 versus the RTX 5060 Ti's 23.1 TFLOPS: this gap accelerates deep learning training where half-precision dominates. For FP32 tasks, the A100 delivers 19.5 TFLOPS against the RTX 5060 Ti's 23.1 TFLOPS, making the consumer GPU competitive in single-precision scientific simulations but insufficient for scaled AI pipelines.

Memory specifications highlight key differences: the A100's 40 GB HBM2e and 2039 GB/s bandwidth support large batch sizes in model training, reducing out-of-memory errors for datasets exceeding 12 GB. The RTX 5060 Ti's 12 GB GDDR7 and 448 GB/s limit it to smaller batches, slowing throughput in memory-bound inference scenarios.

Power and form factor matter in cloud deployments: A100's 400W TDP and PCIe 4.0 with NVLink enable multi-GPU scaling, while RTX 5060 Ti's 180W and PCIe suit single-instance efficiency. Overall, A100 excels in professional AI, RTX 5060 Ti in cost-optimized lighter loads.

Live Cloud Pricing

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

A100 PCIe 40GB

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Vast.ai
Vast.ai
NVIDIA A100 SXM4 80GB
80GB VRAM
$0.73/GPU/hr
Available
LeaderGPU
LeaderGPU
8×NVIDIA A100 PCIe 80GB
80GB VRAM
$0.90/GPU/hr
$7.20/hr total (8×)
Available
Vast.ai
Vast.ai
2×NVIDIA A100 SXM4 80GB
80GB VRAM
$1.00/GPU/hr
$2.00/hr total (2×)
Available
Denvr
Denvr
4×NVIDIA A100 PCIe 80GB
80GB VRAM
$1.15/GPU/hr
$4.60/hr total (4×)
Denvr
Denvr
8×NVIDIA A100 SXM4 80GB
80GB VRAM
$1.15/GPU/hr
$9.20/hr total (8×)

RTX 5060 Ti

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Vast.ai
Vast.ai
NVIDIA GeForce RTX 5060 Ti
16GB VRAM
$0.27/GPU/hr
Available
Vast.ai
Vast.ai
NVIDIA GeForce RTX 5060 Ti
16GB VRAM
$0.27/GPU/hr
Available

Compare real-time pricing across 25+ providers

When to Choose the A100 PCIe 40GB

Select the NVIDIA A100 PCIe 40GB for large-scale AI training and fine-tuning: its 40 GB VRAM handles models with billions of parameters, and 2039 GB/s bandwidth supports massive batch sizes. Enterprise users benefit from NVLink interconnects for multi-GPU clusters, unavailable on RTX 5060 Ti.

High-performance computing tasks like scientific simulations leverage the A100's 312 TFLOPS FP16, far exceeding the RTX 5060 Ti's capabilities.

When to Choose the RTX 5060 Ti

Choose the NVIDIA GeForce RTX 5060 Ti for budget-conscious inference on small models: 12 GB VRAM suffices for LLMs under 7 billion parameters, at $0.07 per hour starting price. Its 180W TDP reduces costs in prolonged cloud sessions versus A100's 400W.

Gaming-related compute or Stable Diffusion benefits from Blackwell architecture efficiencies and 23.1 TFLOPS FP32 matching broader workloads.

Use Cases

LLM Training
A100 PCIe 40GB

A100's 40 GB HBM2e VRAM and 312 TFLOPS FP16 support training large LLMs with big batches. RTX 5060 Ti's 12 GB GDDR7 limits model scale.

LLM Inference
Either

RTX 5060 Ti handles small models efficiently at 23.1 TFLOPS FP16 and low $0.07/hr cost. A100 excels for large models needing 40 GB VRAM.

Fine-tuning
A100 PCIe 40GB

A100's 2039 GB/s bandwidth enables fast fine-tuning on datasets over 12 GB. RTX 5060 Ti struggles with memory constraints.

Stable Diffusion
RTX 5060 Ti

RTX 5060 Ti's Blackwell architecture and 12 GB GDDR7 optimize image generation at 448 GB/s. Lower 180W TDP suits prolonged creative tasks.

Scientific Computing
A100 PCIe 40GB

A100's 312 TFLOPS FP16 and NVLink scaling accelerate simulations. RTX 5060 Ti's 23.1 TFLOPS FP32 offers limited throughput.

Frequently Asked Questions

What is the VRAM capacity of NVIDIA A100 PCIe 40GB versus RTX 5060 Ti?

The A100 PCIe 40GB provides 40 GB HBM2e VRAM. The RTX 5060 Ti offers 12 GB GDDR7. This difference impacts handling of large AI models.

How do cloud pricing compare for these GPUs?

A100 PCIe 40GB starts at $0.60 per hour, averaging $1.85 per hour across 11 offers. RTX 5060 Ti begins at $0.07 per hour, averaging $0.15 per hour across 10 offers.

Which GPU has higher FP16 performance?

A100 PCIe 40GB delivers 312 TFLOPS FP16. RTX 5060 Ti provides 23.1 TFLOPS FP16. A100 suits intensive training tasks.

What are the memory bandwidth figures?

A100 PCIe 40GB achieves 2039 GB/s with HBM2e. RTX 5060 Ti reaches 448 GB/s with GDDR7. Higher bandwidth aids large batch processing.

Compare their TDPs and form factors.

A100 PCIe 40GB has 400W TDP in PCIe or SXM4 form. RTX 5060 Ti uses 180W TDP in PCIe form. Lower TDP favors efficiency.

Which is better for LLM training?

A100 PCIe 40GB excels with 40 GB VRAM and 312 TFLOPS FP16 for large models. RTX 5060 Ti limits to smaller scales at lower cost.

Which is cheaper to rent, the A100 or the RTX 5060?

Cloud rental prices for both the A100 and RTX 5060 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 A100 have compared to the RTX 5060?

The A100 has 40 to 80 GB of HBM2e memory. The RTX 5060 has 12 GB of GDDR7 memory.

Can I find A100 and RTX 5060 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 A100 and the RTX 5060?

The A100 uses the Ampere architecture (2020) while the RTX 5060 uses Blackwell (2025). The A100 delivers 13.5x the FP16 throughput and 4.6x the memory bandwidth of the RTX 5060.

A100 PCIe 40GB vs RTX 5060 Ti: 80GB vs 12GB | GPUPerHour