GH200 Grace Hopper vs RTX 3060 Ti

HoppervsAmpereUpdated 35 days ago

The GH200 emerges as the superior choice for prevalent AI workloads: 1979 TFLOPS FP16 and 96 GB HBM3 crush RTX 3060 Ti's 12.7 TFLOPS and 12 GB GDDR6 in training or inference. Despite higher $3.33 per hour average cost, its 4000 GB/s bandwidth delivers unmatched throughput for professionals.

GH200 Grace Hopper from $1.99/hrRTX 3060 Ti from $0.23/hr

Specifications Compared

SpecGH200RTX-3060
TDP900W170W
VRAM96 GB12 GB
CUDA Cores16,8963,584
Memory TypeHBM3GDDR6
ArchitectureHopperAmpere
Form FactorsSXMPCIe
InterconnectNVLink-C2C, PCIe 5.0
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 Bandwidth4,000 GB/s360 GB/s

Performance Analysis

Memory capacity defines large-model viability: the GH200's 96 GB HBM3 supports massive batch sizes, while the RTX 3060 Ti's 12 GB GDDR6 limits them to smaller datasets. Bandwidth amplifies this, as 4000 GB/s on GH200 enables rapid data movement for training, versus 360 GB/s on RTX 3060 Ti prone to bottlenecks in memory-intensive inference. FP16 performance reveals AI specialization: GH200 delivers 1979 TFLOPS for accelerated half-precision training, far exceeding RTX 3060 Ti's 12.7 TFLOPS, which suits lighter loads. The GH200's FP32 at 67 TFLOPS outpaces RTX 3060 Ti's matched 12.7 TFLOPS FP16/FP32, favoring general compute. Power draw reflects scale, with GH200 at 900W TDP for sustained datacenter runs, against RTX 3060 Ti's efficient 170W for edge deployments. These metrics translate to GH200 handling enterprise LLMs, while RTX 3060 Ti fits prototyping.

Live Cloud Pricing

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

GH200 Grace Hopper

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
Denvr
Denvr
NVIDIA GH200 Grace Hopper
96GB VRAM
$3.87/GPU/hr
CoreWeave
CoreWeave
NVIDIA GH200 Grace Hopper
96GB VRAM
$6.50/GPU/hr

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
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
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 GH200 Grace Hopper

Opt for the GH200 in high-scale AI training: its 96 GB HBM3 and 1979 TFLOPS FP16 process billion-parameter models at 4000 GB/s bandwidth. Datacenter interconnects like NVLink-C2C and PCIe 5.0 enable multi-GPU clusters for scientific computing. Cloud pricing at $1.99 per hour justifies it for production inference with FP8 at 3958 TFLOPS.

When to Choose the RTX 3060 Ti

Select the RTX 3060 Ti for budget-conscious prototyping: 12 GB GDDR6 and 12.7 TFLOPS FP16/FP32 handle small fine-tuning at $0.03 per hour. Its 170W TDP and PCIe form factor suit desktop or low-power cloud instances. Gaming-adjacent tasks like Stable Diffusion thrive without GH200's overhead.

Use Cases

LLM Training
GH200 Grace Hopper

GH200's 96 GB HBM3 and 1979 TFLOPS FP16 manage large models with 4000 GB/s bandwidth. RTX 3060 Ti's 12 GB limits scale.

LLM Inference
GH200 Grace Hopper

3958 TFLOPS FP8 on GH200 accelerates high-volume serving. RTX 3060 Ti's 12.7 TFLOPS FP16 suffices only for low traffic.

Fine-tuning
Either

RTX 3060 Ti's 12.7 TFLOPS and $0.03 per hour fit small datasets. GH200 excels for parameter-heavy tuning with 67 TFLOPS FP32.

Stable Diffusion
RTX 3060 Ti

RTX 3060 Ti's 12 GB GDDR6 generates images efficiently at 360 GB/s. GH200 overkill at 900W TDP.

Scientific Computing
GH200 Grace Hopper

GH200's NVLink-C2C and 67 TFLOPS FP32 power simulations. RTX 3060 Ti's PCIe restricts multi-node work.

Frequently Asked Questions

What is the VRAM difference between GH200 and RTX 3060 Ti?

GH200 provides 96 GB HBM3, enabling large models. RTX 3060 Ti offers 12 GB GDDR6 for smaller tasks. This 8x gap affects batch sizes directly.

How do cloud prices compare for GH200 vs RTX 3060 Ti?

GH200 starts at $1.99 per hour, averaging $3.33 across 5 offers. RTX 3060 Ti begins at $0.03 per hour, averaging $0.06 across 2 offers. Budget drives RTX 3060 Ti selection.

Which has higher FP16 performance?

GH200 achieves 1979 TFLOPS FP16, vastly superior for AI. RTX 3060 Ti reaches 12.7 TFLOPS, suitable for entry-level use. The ratio exceeds 150x.

What are the TDP ratings?

GH200 consumes 900W for datacenter power. RTX 3060 Ti uses 170W for efficiency. This impacts deployment scale.

Can RTX 3060 Ti handle LLM fine-tuning?

Yes, its 12.7 TFLOPS FP32 and 12 GB VRAM support modest fine-tuning. GH200 outperforms with 96 GB for larger scopes.

What architectures do they use?

GH200 employs Hopper from 2023. RTX 3060 Ti uses Ampere from 2021. Hopper advances AI tensor cores significantly.

Which is cheaper to rent, the GH200 or the RTX 3060?

Cloud rental prices for both the GH200 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 GH200 have compared to the RTX 3060?

The GH200 has 96 GB of HBM3 memory. The RTX 3060 has 12 GB of GDDR6 memory.

Can I find GH200 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 GH200 and the RTX 3060?

The GH200 uses the Hopper architecture (2023) while the RTX 3060 uses Ampere (2021). The GH200 delivers 155.8x the FP16 throughput and 11.1x the memory bandwidth of the RTX 3060.

GH200 Grace Hopper vs RTX 3060 Ti: 96GB vs 12GB | GPUPerHour