How much faster is the H200 NVL than the H100 NVL?

On the listed specs both have 48.3 TFLOPS FP32, but the H200 NVL has 141 GB instead of 94 GB and 3884 GB/s instead of 3381 GB/s. Memory-bound LLM work benefits most; pure compute jobs see little difference.

Does a 70B model fit in 16-bit on the H200 NVL?

Barely: 70B weights in 16-bit take about 140 GB, which leaves almost nothing for KV cache. In practice, run 70B in 8-bit or FP8-style quantization and use the remaining memory for context.

Who should rent an H200 NVL instead of two smaller GPUs?

Teams whose model fits on one 141 GB card avoid tensor-parallel setup, cross-GPU traffic and multi-GPU debugging. One large GPU is often simpler and faster to iterate on.

How do I rent an H200 NVL on Cloudj?

Choose a template, pick a live H200 NVL configuration (filter by country if location matters), select your SSH key and confirm the price. Then connect over SSH with the host and port shown on the instance page.

GPU Cloud · NVIDIA · Hopper

Rent an NVIDIA H200 NVL GPU with 141 GB VRAM

Name: NVIDIA H200 NVL cloud GPU
Brand: Cloudj
Availability: InStock

Rent H200 NVL cloud GPU servers by the hour on Cloudj: 141 GB VRAM, NVIDIA Hopper and about 3884 GB/s of memory bandwidth, the largest memory GPU in our lineup. It is built for teams serving 70B-class models at high precision or very long contexts, with 48.3 TFLOPS FP32 and a 600 W power limit. Pick a live configuration, start from the Ubuntu 22.04 + CUDA or PyTorch + JupyterLab template and connect over SSH with your key.

Rent H200 NVL All GPUs

H200 NVL specifications

VRAM per GPU

141 GB

Architecture

NVIDIA Hopper

Compute capability

FP32 compute

≈ 48.3 TFLOPS

Memory bandwidth

≈ 3884 GB/s

Power limit

600 W

Values reported by the infrastructure provider for machines currently listed; real performance varies by machine.

Live H200 NVL configurations and prices

From $3.94/h

incl. 32 GB disk · Live price, updated every 15 minutes

Deploy

What you can run on the H200 NVL cloud GPU

70B-class models near full precision

141 GB holds a 70B model in 8-bit with large KV cache, or close to the 16-bit footprint, on a single GPU.

Long-context serving

3884 GB/s keeps decoding fast while the extra memory holds long prompts and many parallel sessions.

Fine-tuning 70B models with QLoRA

Run 70B QLoRA with longer sequences and bigger batches than an 80 GB card allows.

Mixture-of-experts experiments

MoE models have large total weights; 141 GB lets you load bigger expert sets for testing without sharding.

Is the H200 NVL the right GPU for your workload?

Choose the H200 NVL when your primary bottleneck is VRAM capacity and memory bandwidth, particularly for hosting large models on a single card. If you are running lighter inference, standard image generation, or development tasks that do not require 141 GB of memory, a smaller workstation or consumer GPU is a more practical choice.

H200 NVL vs similar cloud GPUs

GPU	VRAM per GPU	FP32 compute	Power limit
NVIDIA H200 NVL	141 GB	≈ 48.3 TFLOPS	600 W
NVIDIA H100 NVL	94 GB	≈ 48.3 TFLOPS	400 W	Details →
NVIDIA H100 SXM	80 GB	≈ 53.5 TFLOPS	700 W	Details →
NVIDIA H100 PCIE	80 GB	≈ 41 TFLOPS	350 W	Details →
NVIDIA A800 PCIE	80 GB	≈ 15.6 TFLOPS	300 W	Details →

Guides for H200 NVL

H200 cloud rental: where H200 GPUs are listed and how to rentA practical H200 cloud rental guide: what H200 NVL memory buys you, searching any country then narrowing, account level, and disk sizing for big weights.GPU cloud Asia guide: Japan, Singapore, Korea and nearbyA practical GPU cloud Asia guide: which country codes to search for East and Southeast Asian users, a fallback order, and how to pair a GPU with a VPS.GPU cloud by location: how to pick a country for your GPUHow GPU cloud by location works on Cloudj: filter a live list of machines by country code, decide between near users, lowest price or data rules.GPU cloud Europe: choosing a country for your AI workloadsA practical guide to GPU cloud Europe searches: filter by several country codes at once, weigh Western, Nordic and Eastern hosts, and plan where data lives.

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H200 NVL cloud GPU: frequently asked questions

Rent the H200 NVL cloud GPU by the hour

Pick a live configuration, choose a template and connect over SSH with your key. Billing stops when you destroy the instance.

Rent H200 NVL All GPUs