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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Inference stack by design
Inference at scale
The groundbreaking dataflow technology and memory architecture delivers the performance and speed required for ever-growing AI models.
Learn more →Energy efficiency
Generating the maximum number of tokens per watt with the highest power efficiency naturally enables fast inference and scalability.
Learn more →Infrastructure flexibility
SambaStack switches between multiple frontier-scale models, enabling complex agentic AI workflows to execute end-to-end on one node.
Learn more →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.

Generate the most tokens for every kWh
Generate the maximum number of tokens per watt using the highest efficiency racks on the market.

Why Modern Al Infrastructure Demands Model Bundling
Not One-Model-Per-Node Thinking
Learn moreEfficiency 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.
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.
The only chips-to-model computing built for AI
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.
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Complete AI platform that provides a fully integrated end-to-end agentic AI stack – spanning across agents, models, knowledge, and data.
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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.
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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.
Build with the best open-source models
DeepSeek
We support the groundbreaking DeepSeek models, including the 671-billion-parameter DeepSeek-R1, which excels in coding, reasoning, and mathematics at a fraction of the cost of other models.
On our SambaNova RDU, DeepSeek-R1 achieves remarkable speeds of up to 200 tokens / second, as measured independently by Artificial Analysis.
Llama
As a launch partner for Meta's Llama 4 series, we've been at the forefront of open-source AI innovation. SambaCloud was the first platform to support all three variants of Llama 3.1 (8B, 70B, and 405B) with fast inference.
We are excited to work with Meta to deliver fast inference on both Scout and Maverick models.
OpenAI gpt-oss-120b
OpenAI recently released gpt-oss-120b, a model that delivers high accuracy in just 120-billion parameter with a Mixture of Experts (MoE) architecture.
As a small but efficient model, it runs extremely fast on SambaNova RDUs at over 600 tokens per second, making it a great choice for near real-time agentic AI.
"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



