H200 NVL vs RTX 3060 Ti

HoppervsAmpereUpdated 35 days ago

The H200 NVL triumphs for prevalent AI workloads like LLM training and inference, where 141 GB VRAM, 4800 GB/s bandwidth, and 1979 TFLOPS FP16 enable scales unattainable by the RTX 3060 Ti's 12 GB and 12.7 TFLOPS, despite higher costs.

H200 NVL from $1.99/hrRTX 3060 Ti from $0.23/hr

Specifications Compared

SpecH200RTX-3060
TDP700W170W
VRAM141 GB12 GB
CUDA Cores16,8963,584
Memory TypeHBM3eGDDR6
ArchitectureHopperAmpere
Form FactorsSXM, 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 Bandwidth4,800 GB/s360 GB/s

Performance Analysis

Memory capacity sets the GPUs apart fundamentally: the H200's 141 GB HBM3e supports massive models and batch sizes that exceed 12 GB GDDR6 limits on the RTX 3060 Ti, enabling single-GPU inference for large language models up to hundreds of billions of parameters. Bandwidth amplifies this: 4800 GB/s on H200 sustains high-throughput data movement critical for training loops, while 360 GB/s on RTX 3060 Ti constrains large-batch processing and increases latency in memory-bound tasks. FP16 performance favors H200 decisively at 1979 TFLOPS versus 12.7 TFLOPS, accelerating mixed-precision training common in deep learning; its FP32 at 67 TFLOPS still outpaces the RTX 3060 Ti's 12.7 TFLOPS for simulation workloads. The H200's FP8 capability at 3958 TFLOPS optimizes low-precision inference, unavailable on the consumer card. Power draw reflects scaling: 700W TDP suits data centers, while 170W enables desktop efficiency but limits sustained peaks.

Live Cloud Pricing

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

H200 NVL

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Vultr
Vultr
NVIDIA GH200 Grace Hopper
96GB VRAM
$1.99/GPU/hr
Available
Lambda Labs
Lambda Labs
NVIDIA GH200 Grace Hopper
96GB VRAM
$2.29/GPU/hr
Available
Nebius
Nebius
NVIDIA H200 SXM
141GB VRAM
$2.45/GPU/hr
CoreWeave
CoreWeave
8×NVIDIA H200 SXM
141GB VRAM
$2.58/GPU/hr
$20.64/hr total (8×)
Ori
Ori
4×NVIDIA H200 SXM
141GB VRAM
$3.50/GPU/hr
$14.00/hr total (4×)
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
4×NVIDIA GeForce RTX 3060
12GB VRAM
$0.23/GPU/hr
$0.90/hr total (4×)
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 H200 NVL

Opt for the H200 NVL in large-scale AI training or inference where 141 GB VRAM handles models exceeding 12 GB capacities, such as full fine-tuning of 70B-parameter LLMs. Its 4800 GB/s bandwidth and 1979 TFLOPS FP16 excel in distributed setups via NVLink and InfiniBand, justifying $0.50 to $2.39 per hour for production deployments.

When to Choose the RTX 3060 Ti

Select the RTX 3060 Ti for budget-conscious prototyping, gaming, or small-scale inference with models fitting within 12 GB VRAM at 360 GB/s bandwidth. At $0.03 to $0.06 per hour and 170W TDP, it suits development testing or Stable Diffusion runs without enterprise overhead.

Use Cases

LLM Training
H200 NVL

H200's 141 GB VRAM and 1979 TFLOPS FP16 support massive batch sizes and large models infeasible on RTX 3060 Ti's 12 GB. Bandwidth at 4800 GB/s accelerates distributed training.

LLM Inference
H200 NVL

141 GB HBM3e enables single-GPU serving of huge models with 3958 TFLOPS FP8, far beyond 12 GB GDDR6 limits. NVLink interconnects scale multi-GPU inference efficiently.

Fine-tuning
H200 NVL

High FP16 at 1979 TFLOPS and 141 GB VRAM handle parameter-efficient fine-tuning of large LLMs. RTX 3060 Ti restricts to smaller models within 12 GB.

Stable Diffusion
RTX 3060 Ti

RTX 3060 Ti's 12.7 TFLOPS FP32 suffices for image generation at low cost of $0.03 per hour. H200 overkill for consumer-scale diffusion tasks.

Scientific Computing
H200 NVL

67 TFLOPS FP32 and 4800 GB/s bandwidth excel in simulations needing high precision and data throughput. RTX 3060 Ti's 12.7 TFLOPS limits complex computations.

Frequently Asked Questions

What is the VRAM difference between H200 NVL and RTX 3060 Ti?

H200 NVL provides 141 GB HBM3e VRAM, enabling large models, while RTX 3060 Ti offers 12 GB GDDR6 for smaller workloads. This gap affects batch sizes and model capacity directly.

How do cloud prices compare for these GPUs?

H200 NVL starts at $0.50 per hour averaging $2.39 across four offers; RTX 3060 Ti begins at $0.03 per hour averaging $0.06 across two offers. Pricing reflects enterprise versus consumer positioning.

Which has higher FP16 performance?

H200 delivers 1979 TFLOPS FP16, vastly superior to RTX 3060 Ti's 12.7 TFLOPS. This boosts AI training speed significantly.

What are the memory bandwidth specs?

H200 achieves 4800 GB/s with HBM3e; RTX 3060 Ti reaches 360 GB/s with GDDR6. Higher bandwidth on H200 reduces bottlenecks in data-heavy tasks.

What is the TDP for each GPU?

H200 requires 700W TDP for data center use; RTX 3060 Ti uses 170W for efficient desktop operation. Power scales with performance capabilities.

Can RTX 3060 Ti handle LLM inference?

RTX 3060 Ti manages small LLMs within 12 GB VRAM at 12.7 TFLOPS FP16, but struggles with larger models. H200's 141 GB supports production-scale inference.

Which is cheaper to rent, the H200 or the RTX 3060?

Cloud rental prices for both the H200 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 H200 have compared to the RTX 3060?

The H200 has 141 GB of HBM3e memory. The RTX 3060 has 12 GB of GDDR6 memory.

Can I find H200 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 H200 and the RTX 3060?

The H200 uses the Hopper architecture (2024) while the RTX 3060 uses Ampere (2021). The H200 delivers 155.8x the FP16 throughput and 13.3x the memory bandwidth of the RTX 3060.

H200 NVL vs RTX 3060 Ti: 155.8x FP16 Gap, 141GB vs 12GB | GPUPerHour