GTX 1080 Ti vs H200 NVL

PascalvsHopperUpdated 35 days ago

The H200 NVL wins for the most common cloud use case of AI model training and inference. Its 1979 TFLOPS FP16, 141 GB VRAM, and 4800 GB/s bandwidth deliver over 200 times the half-precision compute of GTX 1080 Ti's 8.9 TFLOPS, enabling production-scale workloads unavailable on Pascal hardware.

GTX 1080 Ti from $0.30/hrH200 NVL from $1.99/hr

Specifications Compared

SpecGTX-1080H200
TDP180W700W
VRAM8-11 GB141 GB
CUDA Cores2,56016,896
Memory TypeGDDR5XHBM3e
ArchitecturePascalHopper
Form FactorsPCIeSXM, NVL
InterconnectNVLink, PCIe 5.0, InfiniBand
FP16 Performance8.9 TFLOPS1,979 TFLOPS
FP32 Performance8.9 TFLOPS67 TFLOPS
Memory Bandwidth320 GB/s4,800 GB/s

Performance Analysis

The GTX 1080 Ti's equal 8.9 TFLOPS in FP16 and FP32 suits graphics rendering and general compute where full precision matters less than balanced throughput. The H200 NVL's FP16 at 1979 TFLOPS vastly exceeds its 67 TFLOPS FP32, optimizing for AI training where half-precision accelerates gradient computations by over 200 times compared to GTX 1080 Ti. FP8 performance at 3958 TFLOPS on H200 NVL enables inference on trillion-parameter models at speeds unattainable on Pascal hardware. Memory bandwidth of 4800 GB/s on H200 NVL supports massive batch sizes in deep learning, preventing bottlenecks in data loading that limit GTX 1080 Ti's 320 GB/s to small batches under 32 samples. The 141 GB VRAM on H200 NVL loads entire large language models without swapping, unlike the 8-11 GB on GTX 1080 Ti which fragments models across instances. Interconnects like NVLink and PCIe 5.0 on H200 NVL enable multi-GPU scaling, absent in GTX 1080 Ti's basic PCIe.

Live Cloud Pricing

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

GTX 1080 Ti

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
LeaderGPU
LeaderGPU
4×NVIDIA GeForce GTX 1080
8GB VRAM
$0.30/GPU/hr
$1.20/hr total (4×)
Available
LeaderGPU
LeaderGPU
8×NVIDIA GeForce GTX 1080 Ti
11GB VRAM
$0.60/GPU/hr
$4.80/hr total (8×)
Available

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

Compare real-time pricing across 25+ providers

When to Choose the GTX 1080 Ti

The GTX 1080 Ti excels in budget-conscious scenarios with light workloads. Gaming, video encoding, or small-scale inference fit its 8.9 TFLOPS FP32 and 180W TDP, especially at $0.60 per hour. Legacy software without HBM3e requirements benefits from PCIe form factor compatibility in consumer clouds.

When to Choose the H200 NVL

The H200 NVL dominates AI-heavy tasks requiring scale. Its 141 GB VRAM and 4800 GB/s bandwidth handle large-batch training and inference, with 1979 TFLOPS FP16 ideal for modern LLMs. SXM and NVL form factors with NVLink suit datacenter deployments despite 700W TDP and higher average $2.39 per hour pricing.

Use Cases

LLM Training
H200 NVL

H200 NVL's 141 GB HBM3e VRAM and 1979 TFLOPS FP16 support training billion-parameter models in single-GPU setups. GTX 1080 Ti's 8-11 GB GDDR5X limits it to toy models.

LLM Inference
H200 NVL

3958 TFLOPS FP8 and 4800 GB/s bandwidth on H200 NVL enable high-throughput serving of large models. GTX 1080 Ti's 8.9 TFLOPS FP16 cannot match latency or scale.

Fine-tuning
H200 NVL

H200 NVL's 67 TFLOPS FP32 and NVLink interconnect accelerate parameter-efficient tuning on huge datasets. GTX 1080 Ti bottlenecks at 320 GB/s bandwidth.

Stable Diffusion
Either

GTX 1080 Ti handles 512x512 image generation at 8.9 TFLOPS FP32 for prototyping. H200 NVL scales to high-resolution batches with 141 GB VRAM.

Scientific Computing
H200 NVL

H200 NVL's 1979 TFLOPS FP16 speeds simulations and HPC codes. GTX 1080 Ti's 180W TDP suits only low-scale desktop runs.

Frequently Asked Questions

How much VRAM do GTX 1080 Ti and H200 NVL have?

GTX 1080 Ti offers 8-11 GB GDDR5X VRAM. H200 NVL provides 141 GB HBM3e VRAM, allowing 12 times more model capacity without offloading.

What are the cloud prices for these GPUs?

GTX 1080 Ti pricing starts from $0.60 per hour average across one offer. H200 NVL starts at $0.50 per hour, averaging $2.39 per hour across four offers.

Which has higher FP16 performance?

H200 NVL achieves 1979 TFLOPS FP16, over 222 times the GTX 1080 Ti's 8.9 TFLOPS. This gap favors H200 NVL for AI acceleration.

What is the memory bandwidth difference?

GTX 1080 Ti delivers 320 GB/s. H200 NVL reaches 4800 GB/s, enabling 15 times faster data throughput for large batches.

Are these GPUs suitable for multi-GPU setups?

GTX 1080 Ti uses PCIe interconnect for basic scaling. H200 NVL supports NVLink, PCIe 5.0, and InfiniBand for efficient datacenter clustering.

What are their TDPs?

GTX 1080 Ti has 180W TDP for low-power use. H200 NVL requires 700W, demanding robust cooling in cloud environments.

Which is cheaper to rent, the GTX 1080 or the H200?

Cloud rental prices for both the GTX 1080 and H200 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 GTX 1080 have compared to the H200?

The GTX 1080 has 8 to 11 GB of GDDR5X memory. The H200 has 141 GB of HBM3e memory.

Can I find GTX 1080 and H200 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 GTX 1080 and the H200?

The GTX 1080 uses the Pascal architecture (2016) while the H200 uses Hopper (2024). The H200 delivers 222.4x the FP16 throughput and 15.0x the memory bandwidth of the GTX 1080.

GTX 1080 Ti vs H200 NVL: 222.4x FP16 Gap, 141GB vs 11GB | GPUPerHour