Last updated 08-10-2026
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RunPod
RunPod rents on-demand GPUs for training, fine-tuning, and deploying AI models through Pods, Serverless endpoints, and multi-node Clusters. Spin up 30+ GPU SKUs from RTX 4090s to B200s in under 30 seconds, scale Serverless workers from zero, and keep the same account from experiment to production.
Hyperscaler GPU rentals often lock you into long contracts and higher per-hour rates. RunPod bills Pods per second or per hour across Community and Secure Cloud tiers, with published RTX 4090 rates from $0.34 per hour and Serverless workers billed only while they run.
ML engineers, AI startups, and inference teams use RunPod to prototype in a pod, ship Serverless APIs, and scale across 31 global regions from one account. Customer logos on the site include Cursor, Hugging Face, Perplexity, and Replit.
Pods support 30+ GPU SKUs including B200, H200, and RTX 4090 with launch in under 30 seconds
RTX 4090 Community Cloud pricing starts at $0.34 per hour on the public pricing page
Serverless endpoints scale from 0 to thousands of workers and bill only for active inference time
Workloads can run across 31 global regions from one RunPod account
B200 pods list at $5.89 per hour with 180 GB VRAM on the pricing page
Clusters support multi-node jobs and reserved capacity for large training runs
Pods, Serverless, and Clusters live in one account so you avoid replatforming between experiment and production.
Per-second and per-hour billing with published hourly rates for popular GPUs like RTX 4090.
31 global regions and 30+ GPU SKUs from consumer cards to B200 data center GPUs.
Community Cloud pricing is lower but Secure Cloud costs more for the same GPU tier.
High-end GPUs like B300 list at $7.39 per hour, which adds up on long training jobs.
Enterprise compliance and reserved capacity require separate enterprise support conversations.
What is RunPod?
RunPod is a GPU cloud platform for AI developers to experiment, train, fine-tune, and deploy models. It offers Pods for dedicated GPUs, Serverless for API inference, and Clusters for multi-node workloads on one account.
How much does an RTX 4090 cost on RunPod?
RunPod lists RTX 4090 Pods at $0.34 per hour on Community Cloud and $0.69 per hour on Secure Cloud on its pricing page. Per-second billing is available alongside per-hour rates.
What GPU types does RunPod offer?
RunPod supports more than 30 GPU SKUs including B300, B200, H200, H100, and RTX 4090. The pricing page lists high-VRAM options like B300 at $7.39 per hour with 288 GB HBM3e.
Does RunPod offer serverless inference?
Yes, RunPod Serverless scales inference workers from zero to thousands based on demand. You pay for Serverless worker usage rather than keeping dedicated Pods running idle.
Where can I deploy RunPod workloads?
RunPod runs workloads across 31 global regions. Pods, Serverless, and Clusters are managed from the RunPod console at console.runpod.io.
Who uses RunPod?
RunPod reports more than 1 million developers on the platform. Published customer logos include Cursor, Hugging Face, Perplexity, Replit, Civitai, and Cognition.