H100 NVL vs RTX 3060 Ti

HoppervsAmpereUpdated 35 days ago

The NVIDIA H100 NVL emerges as the clear winner for prevalent AI and machine learning use cases. Its 1979 TFLOPS FP16, 80-94 GB VRAM, and 3350 GB/s bandwidth dwarf RTX 3060 Ti equivalents, enabling scalable training and inference despite higher $2.89 per hour average cost. RTX 3060 Ti fits niche budget scenarios only.

H100 NVL from $1.90/hrRTX 3060 Ti from $0.23/hr

Specifications Compared

SpecH100RTX-3060
TDP700W170W
VRAM80-94 GB12 GB
CUDA Cores16,8963,584
Memory TypeHBM3GDDR6
ArchitectureHopperAmpere
Form FactorsSXM5, PCIe, NVLPCIe
InterconnectNVLink, PCIe 5.0, InfiniBand
Tensor Cores528112
FP8 Performance3,958 TFLOPS
FP16 Performance1,979 TFLOPS12.7 TFLOPS
FP32 Performance67 TFLOPS12.7 TFLOPS
FP64 Performance34 TFLOPS
INT8 Performance3,958 TOPS
Memory Bandwidth3,350 GB/s360 GB/s

Performance Analysis

The FP16 performance difference proves decisive for AI workloads: H100 NVL delivers 1979 TFLOPS, enabling training of massive models in hours that would take days on RTX 3060 Ti's 12.7 TFLOPS. This delta accelerates deep learning training where half-precision computations dominate, reducing iteration times significantly. FP32 performance follows suit: 67 TFLOPS on H100 NVL supports precise scientific simulations, far exceeding RTX 3060 Ti's 12.7 TFLOPS. H100 NVL's FP8 capability at 3958 TFLOPS optimizes inference for quantized models, a feature absent in RTX 3060 Ti. Memory bandwidth impacts batch sizes directly: 3350 GB/s on H100 NVL handles datasets with 80-94 GB VRAM without out-of-memory errors, while 360 GB/s and 12 GB VRAM on RTX 3060 Ti restrict users to small batches or model sharding. Power consumption reflects efficiency: H100 NVL's 700W TDP suits datacenter cooling, versus RTX 3060 Ti's efficient 170W for edge deployments.

Live Cloud Pricing

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

H100 NVL

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Hyperstack
Hyperstack
4×NVIDIA H100 PCIe
80GB VRAM
$1.90/GPU/hr
$7.60/hr total (4×)
Available
Hyperstack
Hyperstack
2×NVIDIA H100 PCIe
80GB VRAM
$1.90/GPU/hr
$3.80/hr total (2×)
Available
Hyperstack
Hyperstack
8×NVIDIA H100 PCIe
80GB VRAM
$1.90/GPU/hr
$15.20/hr total (8×)
Available
Hyperstack
Hyperstack
NVIDIA H100 PCIe
80GB VRAM
$1.90/GPU/hr
Available
Hyperstack
Hyperstack
8×NVIDIA H100 PCIe
80GB VRAM
$1.95/GPU/hr
$15.60/hr total (8×)
Available

RTX 3060 Ti

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Vast.ai
Vast.ai
NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
Available
Vast.ai
Vast.ai
NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
Available
Vast.ai
Vast.ai
2×NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
$0.45/hr total (2×)
Available
Vast.ai
Vast.ai
2×NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
$0.45/hr total (2×)
Available

Compare real-time pricing across 25+ providers

When to Choose the H100 NVL

The NVIDIA H100 NVL excels in large-scale AI training and inference where VRAM exceeds 12 GB, such as full fine-tuning of billion-parameter LLMs. Its 1979 TFLOPS FP16 and 3350 GB/s bandwidth enable processing batch sizes that fit 80-94 GB HBM3, ideal for research labs or enterprises with $1.40 per hour budgets. NVLink interconnects facilitate multi-GPU scaling in SXM5 or NVL form factors for distributed training.

When to Choose the RTX 3060 Ti

The NVIDIA GeForce RTX 3060 Ti suits cost-sensitive prototyping and inference on models under 12 GB VRAM, like lightweight Stable Diffusion runs. At $0.03 per hour, it offers value for hobbyists or small teams testing ideas without high power demands of 170W TDP. PCIe form factor simplifies integration into consumer workstations for gaming or basic ML tasks.

Use Cases

LLM Training
H100 NVL

H100 NVL's 80-94 GB VRAM and 1979 TFLOPS FP16 handle massive datasets and parameters that exceed RTX 3060 Ti's 12 GB limit. Bandwidth of 3350 GB/s supports large batch sizes essential for efficient training.

LLM Inference
H100 NVL

FP8 performance at 3958 TFLOPS on H100 NVL accelerates quantized inference for production-scale LLMs. High VRAM prevents swapping on large models unlike RTX 3060 Ti's constraints.

Fine-tuning
H100 NVL

67 TFLOPS FP32 and 80-94 GB HBM3 enable fine-tuning of models over 12 GB without distillation. NVLink interconnect speeds multi-GPU setups.

Stable Diffusion
RTX 3060 Ti

RTX 3060 Ti's 12 GB GDDR6 suffices for standard image generation at 12.7 TFLOPS FP16. Low $0.03 per hour cost fits frequent creative experimentation.

Scientific Computing
H100 NVL

H100 NVL's 67 TFLOPS FP32 outperforms RTX 3060 Ti's 12.7 TFLOPS for simulations requiring precision. 3350 GB/s bandwidth processes large arrays efficiently.

Frequently Asked Questions

What is the VRAM capacity of NVIDIA H100 NVL versus RTX 3060 Ti?

NVIDIA H100 NVL provides 80-94 GB HBM3 VRAM, dwarfing the RTX 3060 Ti's 12 GB GDDR6. This enables H100 NVL to load entire large models, while RTX 3060 Ti requires techniques like quantization. The difference suits datacenter versus consumer applications.

How do cloud prices compare for these GPUs?

H100 NVL pricing starts from $1.40 per hour, averaging $2.89 per hour across 9 offers. RTX 3060 Ti begins at $0.03 per hour, averaging $0.06 per hour across 2 offers. Budget drives RTX 3060 Ti selection for light tasks.

Which GPU has superior FP16 performance?

H100 NVL achieves 1979 TFLOPS FP16, vastly superior to RTX 3060 Ti's 12.7 TFLOPS. This gap accelerates AI training cycles dramatically. Inference benefits similarly from H100 NVL's FP8 at 3958 TFLOPS.

What are the memory bandwidth figures?

H100 NVL delivers 3350 GB/s bandwidth with HBM3 memory. RTX 3060 Ti offers 360 GB/s with GDDR6. Higher bandwidth on H100 NVL supports larger batch sizes in deep learning.

How do power requirements differ?

H100 NVL consumes 700W TDP, designed for datacenter power infrastructure. RTX 3060 Ti uses 170W TDP, suitable for desktops. Efficiency favors RTX 3060 Ti in low-power setups.

What architectures power these GPUs?

H100 NVL uses Hopper architecture from 2022 with NVLink support. RTX 3060 Ti employs Ampere from 2021 via PCIe. Hopper optimizations target AI advancements over Ampere's gaming focus.

Which is cheaper to rent, the H100 or the RTX 3060?

Cloud rental prices for both the H100 and RTX 3060 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 H100 have compared to the RTX 3060?

The H100 has 80 to 94 GB of HBM3 memory. The RTX 3060 has 12 GB of GDDR6 memory.

Can I find H100 and RTX 3060 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 H100 and the RTX 3060?

The H100 uses the Hopper architecture (2022) while the RTX 3060 uses Ampere (2021). The H100 delivers 155.8x the FP16 throughput and 9.3x the memory bandwidth of the RTX 3060.

H100 NVL vs RTX 3060 Ti: 155.8x FP16 Gap, 94GB vs 12GB | GPUPerHour