What is RunPod?
RunPod is one of the most prominent specialized AI GPU clouds catering to developers, researchers, and startups worldwide. Providing on-demand access to everything from enterprise NVIDIA H100 and A100 to consumer-tier RTX 4090 GPUs, it offers compute at up to 70-80% lower hourly rates than legacy hyperscalers.
Community Cloud vs Secure Cloud
RunPod segments its GPU instances into two distinct tiers:
- Secure Cloud: Enterprise-grade infrastructure hosted in certified Tier 3+ data centers with high availability, redundant power, and verified uptime SLAs. Ideal for production inference and uninterrupted fine-tuning.
- Community Cloud: Decentralized GPU compute contributed by third-party providers. It offers bottom-dollar pricing, but instances may experience intermittent preemption, making it best for fault-tolerant training jobs with frequent checkpointing.
Pricing and Cost Considerations
- USD-Based Billing: Invoicing is conducted in USD via credit card or crypto credits.
- Storage Persistence: Persistent network volumes incur separate hourly storage fees even after pods are paused or stopped, requiring active disk management.
How to Check on Perhour
Explore the H100 price, A100 price, and RTX 4090 price pages to compare RunPod's hourly rates against other providers in USD and KRW.