Purpose-built for
scalable inference

Our custom dataflow technology and three-tier memory architecture delivers energy efficiency for fast inference and model bundling.

 

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Safeguard National Interests
with Sovereign AI Data Centers

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Inference stack by design

Powering the World’s Most Energy-Efficient Sovereign AI

RDU 4X better than GPU as measured by Intelligence per Joule

AI agents that run in seconds, not minutes

Speed and latency matter. SambaNova® delivers fast inference on the best and largest open-source models, powered by SambaNova’s RDUs.

Best performance on the largest models

AI models are getting bigger and more intelligent. SambaNova runs the largest models, including DeepSeek and Llama, with full precision and all the capabilities developers need.

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Generate the most tokens for every kWh

Generate the maximum number of tokens per watt using the highest efficiency racks on the market.

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Why Modern Al Infrastructure Demands Model Bundling

Not One-Model-Per-Node Thinking

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Efficiency at the core

At the heart of SambaNova innovation is the reconfigurable dataflow unit (RDU). Sixteen RDU chips come together to power each SambaRack, which delivers fast inference on the best open-source models with just an average of 10 kW of power.

Sovereign AI Around the World

Meet our network of sovereign AI data center partners. Powered by SambaNova, each delivers top-tier performance and the flexibility of open source within their national borders.
AUSTRALIA
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EUROPE
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Developers & Enterprises

Build with relentless intelligence

Start building in minutes with the best open-source models including DeepSeek, Llama, and gpt-oss. Powered by the RDU, these models run with lightning-fast inference on SambaCloud and are easy to use with our OpenAI-compatible APIs.

SambaStack

The only chips-to-model computing built for AI

OpenAI Compatible APIs SambaOrchestrator Reconfigurable Dataflow Unit (RDUs) SambaRack

Inference | Bring Your Own Checkpoints

SambaNova provides simple-to-integrate APIs for Al inference, making it easy to onboard applications. Our APIs are OpenAI compatible allowing you to port your application to
SambaNova in minutes.

 

Auto Scaling | Load Balancing | Monitoring | Model Management | Cloud Create | Server Management

SambaOrchestrator simplifies managing AI workloads across data centers. Easily monitor and manage model deployments and scale automatically to meet user demand.

 

SambaRack™ is a state-of-the-art system that can be set up easily in data centers to run Al inference workloads. They consume an average of 10 kWh running the largest models like gpt-oss-120b.

 

At the heart of SambaNova's innovation lies the RDU (reconfigurable dataflow unit). With a unique 3-tier memory architecture and dataflow processing, RDU chips are able to achieve much faster inference using a lot less power than other architectures.

 
  • Complete AI platform that provides a fully integrated end-to-end agentic AI stack – spanning across agents, models, knowledge, and data.

  • Composable AI platform that is open, unifies structured and unstructured data, queries in any environment, and deploys on any AI model. Build or use pre-built AI agents — all with business-aware intelligence.

  • Sovereign AI platform that keeps data secure and governed while business teams query in any environment. IT stays in control, while business teams self-serve AI — and both can focus on what matters.

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Hume AI delivers realistic voice AI real-time with SambaNova

Build with the best open-source models

SambaStack: Solving the Infrastructure Crisis for AI Inference with Dataflow

SambaStack: Solving the Infrastructure Crisis for AI Inference with Dataflow

January 13, 2026
AI Is No Longer About Training Bigger Models — It’s About Inference at Scale

AI Is No Longer About Training Bigger Models — It’s About Inference at Scale

January 5, 2026
AI in 2025: What We Got Right + Insights for 2026

AI in 2025: What We Got Right + Insights for 2026

December 15, 2025
"Enterprises are increasingly adopting AI to power a wide range of business applications. As such, it believes it makes sense to move away from tactical AI deployments to a more scalable, enterprise-wide solution."
- Mike Wheatley, SiliconANGLE
Mike Wheatley
"SambaNova bills its offering as “a fully integrated AI platform innovating in every level of the stack,” and the company is positioning this offering against Nvidia’s suite in its comparisons."
- Oliver Peckham, HPCWire
Oliver Peckham
"The speed at which the SambaNova team responded to and supported us during the testing and the production phase is outstanding and was a real differentiator."
- Robert Rizk, Blackbox.ai, Cofounder and CEO
Robert Rizk
"We are excited to partner with SambaNova and bring faster inference on Open Source models directly to our developer community."
- Julien Chaumond, CTO Hugging Face
Julien Chaumond