Keywords AI
RunPod
Inference & ComputeLayer 1Usage-basedWhat is RunPod?
RunPod is a cloud GPU platform offering on-demand and spot GPU instances for AI training, inference, and development. Known for competitive pricing and a simple developer experience, RunPod provides NVIDIA A100, H100, and consumer-grade GPUs with serverless endpoints, persistent storage, and Docker-based environments. Popular with indie developers, researchers, and startups for running Stable Diffusion, LLM fine-tuning, and custom AI workloads.
Key Features
- ✓On-demand GPU instances
- ✓Serverless GPU computing
- ✓Docker-based deployments
- ✓Community cloud marketplace
- ✓Competitive pricing with spot instances
Common Use Cases
Individual developers and small teams who need affordable GPU computing
- •Cost-efficient model training
- •Serverless inference endpoints
- •AI development and experimentation
- •Batch processing workloads
- •Community model hosting
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