Keywords AI
Compare RunPod and SambaNova side by side. Both are tools in the Inference & Compute category.
| Category | Inference & Compute | Inference & Compute |
| Pricing | Usage-based | — |
| Best For | Individual developers and small teams who need affordable GPU computing | — |
| Website | runpod.io | sambanova.ai |
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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.
SambaNova builds custom AI chips (RDU - Reconfigurable Dataflow Units) and provides a cloud platform for running LLMs with extremely fast inference speeds. Their SambaNova Cloud offers free-tier access to popular models like Llama and DeepSeek with industry-leading throughput.
Platforms that provide GPU compute, model hosting, and inference APIs. These companies serve open-source and third-party models, offer optimized inference engines, and provide cloud GPU infrastructure for AI workloads.
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