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Cloud GPUs

Rent NVIDIA H100 GPUs from $2.89/hr

Runpod offers the NVIDIA H100 80GB in the cloud on-demand from $1.99/hr with per-second billing. High-performance data center GPU based on Hopper architecture with 80GB HBM2e memory, 2TB/s bandwidth, and fourth-generation Tensor Cores for large-scale AI training and inference.

H100

Powering the next generation of AI & high-performance computing.

Engineered for large-scale AI training, deep learning, and high-performance workloads, delivering unprecedented compute power and efficiency.

NVIDIA Hopper Architecture

Purpose-built for transformer models with the Transformer Engine, delivering major AI training and inference gains over the prior Ampere generation.

Fourth-Generation Tensor Cores

FP8 precision support through the Transformer Engine accelerates large language model training and inference workloads.

80GB HBM2e Memory

High-capacity memory with 2TB/s bandwidth handles large models and long context windows without CPU offloading.

Multi-Instance GPU (MIG)

Partition a single H100 into up to 7 isolated compute instances for multi-tenant inference and cost-efficient serving.

Performance

Key specs at a glance.

Performance benchmarks that push AI, ML, and HPC workloads further.

Memory Bandwidth

2.0

TB/s

FP16 Tensor Performance

1,513

TFLOPS

NVLink Bandwidth

600

GB/s

Use Cases

Popular use cases.

Designed for demanding workloads
—learn if this GPU fits your needs.

Inference workload illustration

Inference

Serve inference for image, text, and audio generation at any scale.

Inference
Fine-tuning workload illustration

Fine-tuning

Train custom models on
your specific datasets.

Fine-tuning
AI agents workload illustration

Agents

Build intelligent agent-based systems and workflows.

Agents
Compute-heavy workload illustration

Compute-heavy tasks

Run compute-heavy workloads like rendering and simulations.

Compute-heavy tasks

Technical Specs

Ready for your most
demanding workloads.

Essential technical specifications to help you choose the right GPU for your workload.

Specification
Details
Great for...
Memory Bandwidth
2.0 TB/s
High-throughput LLM inference and serving with fast token generation on large models
FP16 Tensor Performance
1,513 TFLOPS
Training and fine-tuning transformer models with FP8 and FP16 mixed precision
NVLink Bandwidth
600 GB/s
Multi-GPU training and tensor parallelism across paired GPUs via NVLink bridge
AI Apps
Research
LLM Inference
Model Training
"The Runpod team has clearly prioritized the developer experience to create an elegant solution that enables individuals to rapidly develop custom AI apps or integrations while also paving the way for organizations to truly deliver on the promise of AI."

Amjad Masad

"Runpod is the only place I can deploy high-end GPU models instantly—no sales calls, no rate limits, no nonsense."

Daniel Chang

“The main value proposition for us was the flexibility Runpod offered. We were able to scale up effortlessly to meet the demand at launch.”

Josh Payne

“Runpod helped us scale the part of our platform that drives creation. That’s what fuels the rest—image generation, sharing, remixing. It starts with training.”

Matty Shimura

Comparison

Powerful GPUs. Globally available.
Reliability you can trust.

30+ GPUs, 31 regions, instant scale. Fine-tune or go full Skynet—we’ve got you.

Community Cloud
$1.99/hr
Secure Cloud
$2.89/hr
Unique GPU Models
Community Cloud
25
Secure Cloud
19
Global Regions
Community Cloud
17
Secure Cloud
14
Network Storage
Community Cloud
Secure Cloud
Enterprise-Grade Reliability
Community Cloud
Secure Cloud
Savings Plans
Community Cloud
Secure Cloud
24/7 Support
Community Cloud
Secure Cloud
Delightful Dev Experience
Community Cloud
Secure Cloud

10,100,100,100

Requests since launch & 1M+ developers worldwide

Build what’s next.

Build, train, and scale AI workloads on Runpod with cloud GPUs, Serverless, and Clusters.