Keywords AI
CoreWeave vs SambaNova
Compare CoreWeave and SambaNova side by side. Both are tools in the Inference & Compute category.
Quick Comparison
| Category | Inference & Compute | Inference & Compute |
| Pricing | Usage-based | — |
| Best For | AI companies and startups that need large-scale GPU clusters for training and inference | — |
| Website | coreweave.com | sambanova.ai |
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| Use Cases |
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When to Choose CoreWeave vs SambaNova
- Large language model training
- Distributed training across GPU clusters
- High-performance inference at scale
About CoreWeave
CoreWeave is a specialized cloud provider built from the ground up for GPU-accelerated workloads. Offering NVIDIA H100 and A100 GPUs on demand, CoreWeave provides significantly lower pricing than hyperscalers for AI training and inference. The platform includes Kubernetes-native orchestration, fast networking, and flexible scaling, making it popular with AI labs and startups that need large GPU clusters without long-term commitments.
About SambaNova
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.
What is Inference & Compute?
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.
Browse all Inference & Compute tools →