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SambaNova Systems

Paid

Build, deploy, accelerate, and scale AI and ML models securely with reduced development time.

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Type
Saas
Founded
2017
Company
SambaNova Systems
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About SambaNova Systems

SambaNova Systems provides a powerful Graph-Powered Transformer (GPT) platform that enables organizations to quickly build and deploy AI and ML models with greater reliability and accuracy. With GPT, you can quickly develop models for tasks such as natural language processing, computer vision, and recommendation engines. Our platform is designed to be user friendly and intuitive, allowing you to get up and running with your models quickly and easily.The GPT platform utilizes advanced graph-based architectures to process data more efficiently and accurately. Our platform accelerates the training of AI and ML models and allows you to deploy them faster. With GPT, you can reduce development time and costs while improving the accuracy and reliability of your models.Furthermore, our platform provides a secure and scalable environment for your models. It allows you to securely deploy and manage your models in the cloud or on-premises.

Key Features

Quickly build and deploy AI and ML models with GPT.
Accelerate training and reduce development time.
Deploy models securely and scale them easily.

Pros & Cons

Pros
  • Industry-leading inference speeds (up to 600+ tokens per second on certain models)
  • High energy efficiency reduces operational costs
  • Supports a wide range of open-source models for flexible AI deployment
  • Integrated full-stack platform (chips, software, orchestration) simplifies AI infrastructure
  • Scalable architecture suitable for small to massive deployments
Cons
  • Requires proprietary SambaNova RDU hardware, limiting flexibility compared to GPU-based alternatives
  • Pricing typically enterprise-level and requires custom contact for access

Best For

Quickly build and deploy AI and ML models with GPT.Accelerate training and reduce development time.Deploy models securely and scale them easily.

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FAQ

What models does SambaNova support?
SambaNova supports multiple frontier open-source models including DeepSeek-V3.1, Meta Llama 4 series, MiniMax M2.7, and OpenAI gpt-oss-120b, among others.
What inference speeds does SambaNova achieve?
SambaNova achieves high token generation rates, such as 435 output tokens/s on MiniMax M2.7, up to 200 tokens/s on DeepSeek-V3.1, and over 600 tokens/s on OpenAI gpt-oss-120b.
Is SambaNova's platform hardware-agnostic?
No, SambaNova relies on its proprietary Reconfigurable Dataflow Unit (RDU) hardware, which is optimized for AI inference and memory architecture, rather than using GPUs.