H100 NVL vs RTX 4060 Ti

HoppervsAda LovelaceUpdated 35 days ago

The H100 NVL emerges as the superior choice for most AI and compute workloads due to its 1979 TFLOPS FP16, 94 GB VRAM, and 3350 GB/s bandwidth, enabling tasks infeasible on RTX 4060 Ti. Despite higher $2.89 per hour pricing, its performance justifies selection over the budget $0.14 per hour option for professional use.

H100 NVL from $1.90/hr

Specifications Compared

SpecH100RTX-4060
TDP700W115W
VRAM80-94 GB8 GB
CUDA Cores16,8963,072
Memory TypeHBM3GDDR6
ArchitectureHopperAda Lovelace
Form FactorsSXM5, PCIe, NVLPCIe
InterconnectNVLink, PCIe 5.0, InfiniBand
Tensor Cores52896
FP8 Performance3,958 TFLOPS
FP16 Performance1,979 TFLOPS15.1 TFLOPS
FP32 Performance67 TFLOPS15.1 TFLOPS
FP64 Performance34 TFLOPS
INT8 Performance3,958 TOPS242 TOPS
Memory Bandwidth3,350 GB/s272 GB/s

Performance Analysis

Raw compute reveals stark disparities: the H100 NVL delivers 1979 TFLOPS in FP16 compared to 15.1 TFLOPS on the RTX 4060 Ti, accelerating deep learning training by orders of magnitude. This FP16 to FP32 delta, 1979 TFLOPS versus 67 TFLOPS on H100 NVL against equal 15.1 TFLOPS on RTX 4060 Ti, favors H100 NVL for mixed-precision training where FP16 dominates, while RTX 4060 Ti suits FP32-heavy graphics. Memory bandwidth of 3350 GB/s on H100 NVL supports massive batch sizes in transformer models, preventing bottlenecks in data loading that plague the RTX 4060 Ti's 272 GB/s. In inference, H100 NVL's FP8 at 3958 TFLOPS enables high-throughput serving of billion-parameter LLMs, whereas RTX 4060 Ti handles only small models efficiently. Power draw underscores this: 700W TDP for H100 NVL sustains peak loads, versus 115W for lighter, intermittent use on RTX 4060 Ti.

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

Compare real-time pricing across 25+ providers

When to Choose the H100 NVL

Select the H100 NVL for large-scale AI training or inference where models exceed 8 GB VRAM, such as LLMs with billions of parameters. Its 94 GB HBM3 and 3350 GB/s bandwidth handle batch sizes impossible on RTX 4060 Ti. Cloud pricing starts at $1.40 per hour, averaging $2.89, justified by 1979 TFLOPS FP16 for rapid iterations in research or production.

When to Choose the RTX 4060 Ti

Choose the RTX 4060 Ti for cost-sensitive tasks like gaming, lightweight inference, or prototyping small models under 8 GB VRAM. At $0.08 per hour average $0.14, it delivers 15.1 TFLOPS FP32 efficiently with 115W TDP. It excels in scenarios avoiding H100 NVL's 700W power and higher costs.

Use Cases

LLM Training
H100 NVL

H100 NVL's 94 GB VRAM and 1979 TFLOPS FP16 support training massive models with large batches. RTX 4060 Ti's 8 GB limits it to tiny datasets.

LLM Inference
H100 NVL

3958 TFLOPS FP8 on H100 NVL enables high-throughput serving of large LLMs. RTX 4060 Ti suits only sub-8 GB models.

Fine-tuning
H100 NVL

67 TFLOPS FP32 and 3350 GB/s bandwidth on H100 NVL accelerate fine-tuning of parameter-heavy models. RTX 4060 Ti struggles with memory constraints.

Stable Diffusion
RTX 4060 Ti

RTX 4060 Ti's 15.1 TFLOPS FP16 handles image generation efficiently at low $0.14 per hour cost. H100 NVL overkill for consumer-scale diffusion.

Scientific Computing
H100 NVL

H100 NVL's 1979 TFLOPS FP16 and NVLink interconnect speed simulations. RTX 4060 Ti's 272 GB/s bandwidth bottlenecks complex datasets.

Frequently Asked Questions

Which GPU has more VRAM: H100 NVL or RTX 4060 Ti?

The H100 NVL offers 80-94 GB HBM3 VRAM, far exceeding the RTX 4060 Ti's 8 GB GDDR6. This enables H100 NVL for large models, while RTX 4060 Ti fits smaller ones.

What is the FP16 performance difference?

H100 NVL achieves 1979 TFLOPS FP16, versus 15.1 TFLOPS on RTX 4060 Ti. This gap accelerates AI training significantly on H100 NVL.

How do cloud prices compare?

H100 NVL starts at $1.40 per hour, averaging $2.89 across 9 offers. RTX 4060 Ti begins at $0.08 per hour, averaging $0.14 across 6 offers.

Which has higher memory bandwidth?

H100 NVL provides 3350 GB/s, compared to 272 GB/s on RTX 4060 Ti. Higher bandwidth on H100 NVL supports larger batch sizes in ML workloads.

What are the TDP ratings?

H100 NVL consumes 700W TDP for sustained high performance. RTX 4060 Ti uses 115W, ideal for power-constrained or budget setups.

Is RTX 4060 Ti good for AI training?

RTX 4060 Ti's 8 GB VRAM and 15.1 TFLOPS FP16 limit it to small-scale training. H100 NVL excels with 94 GB and 1979 TFLOPS.

Which is cheaper to rent, the H100 or the RTX 4060?

Cloud rental prices for both the H100 and RTX 4060 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 4060?

The H100 has 80 to 94 GB of HBM3 memory. The RTX 4060 has 8 GB of GDDR6 memory.

Can I find H100 and RTX 4060 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 4060?

The H100 uses the Hopper architecture (2022) while the RTX 4060 uses Ada Lovelace (2023). The H100 delivers 131.1x the FP16 throughput and 12.3x the memory bandwidth of the RTX 4060.

H100 NVL vs RTX 4060 Ti: 131.1x FP16 Gap, 94GB vs 8GB | GPUPerHour