SambaNova: High-Efficiency AI Inference for Enterprises and Data Centers

SambaNova is a cutting-edge AI infrastructure platform delivering a fully integrated, end-to-end agentic AI stack built for speed, scalability, and energy efficiency. Designed for enterprises, data centers, and public sector organizations, SambaNova empowers users to deploy powerful AI models—like Llama 4 Maverick and DeepSeek-R1 671B—rapidly and securely, either in the cloud or on-premises. With its proprietary Reconfigurable Dataflow Unit (RDU) technology and the SambaRack hardware system, SambaNova achieves exceptional inference performance while minimizing power consumption, making it a sustainable and future-ready solution. The platform supports seamless integration with leading AI ecosystems including Hugging Face, AWS, and OpenAI-compatible endpoints, enabling flexible, vendor-agnostic workflows.

Key Features:

• SambaStack: A composable, full-stack AI inference platform that supports structured and unstructured data, and can be deployed in any environment—cloud or on-premises.
• SambaManaged: A turnkey AI inference solution for data centers deployable in as little as 90 days, requiring only air-cooled infrastructure and minimal upgrades.
• SambaCloud: A cloud-based AI inference service offering high-speed performance with absolute data privacy and OpenAI-compatible endpoints.
• SambaRack: A state-of-the-art hardware system integrating 16 SN40L RDU chips, optimized for low power (10kW average) and high throughput.
• Reconfigurable Dataflow Unit (RDU): A next-generation chip with a 3-tier memory architecture and dataflow processing, enabling ultra-fast inference (up to 200 tokens/second) and efficient model switching in microseconds.
• Support for Large Open-Source Models: Native support for Llama 3.1 (8B, 70B, 405B), DeepSeek-R1 (671B), OpenAI's Whisper, and Qwen across text, image, and audio modalities.
• White-Label AI Platform: SambaManaged includes a customizable UI, allowing data centers to monetize their infrastructure under their own brand.
• Modular & Scalable Design: Capable of building large-scale AI deployments such as a 1 MW 'Token Factory' with 100 racks and 1,600 chips.
• Developer Ecosystem: Access to Early Access Program, Developer Showcase, Community, Cloud Docs, and 24/7 support via portal, Slack, and documentation.
• Flexible Deployment & Pricing: Offers fully managed and self-service operational models with customizable pricing.
• AWS Marketplace Availability: SambaNova’s platform is accessible through AWS Marketplace for easy cloud integration.
• High Performance per Watt: Optimized for power efficiency and superior throughput, improving Power Usage Effectiveness (PUE) in data centers.
• Vendor-Neutral Integration: Supports seamless migration from other providers and integrates with platforms like CrewAI, Hugging Face, and Cline.

Pricing: SambaNova offers flexible pricing models, including a free 'Try It Now' option and paid tiers with customizable plans for enterprise and data center customers. The platform is available through subscription-based models for SambaCloud and SambaManaged, with pricing tailored to deployment scale and usage needs.

Conclusion: SambaNova stands at the forefront of AI inference innovation, combining hardware, software, and services into a powerful, efficient, and scalable solution. With its unique RDU technology, rapid deployment capabilities, and strong support for open-source models, it’s an ideal partner for organizations aiming to harness AI with minimal energy overhead and maximum performance. Whether you're a data center, enterprise, or government agency, SambaNova delivers a future-proof path to AI that’s both sustainable and profitable.