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Developer Frameworks & Infrastructure

SambaNova

Ultra-fast AI platform powered by Reconfigurable Dataflow Units for enterprise inference

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Nov 14

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Industry-leading generation speed for demanding real-time voice and agent loops

SambaNova Systems provides high-performance AI infrastructure and cloud API services powered by its custom SN40L Reconfigurable Dataflow Units (RDU), achieving unmatched token-generation speeds.

Pricing checked Nov 2026

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About SambaNova

SambaNova Systems is a pioneer in specialized silicon and software systems built exclusively for generative AI workloads. Its SN40L Reconfigurable Dataflow Unit (RDU) bypasses traditional GPU memory bandwidth bottlenecks by configuring custom dataflow graphs on chip, unlocking record-breaking inference speeds of hundreds of tokens per second on frontier models like Llama 3 70B and 405B. Through SambaNova Cloud, developers access these speeds via simple OpenAI-compatible API calls.

  • Industry-leading generation speed for demanding real-time voice and agent loops
  • High hardware efficiency for large-scale enterprise deployments
  • OpenAI compatible API makes switching from existing providers seamless
  • On-premises hardware appliances represent significant enterprise capital expense
  • Community model options focus primarily on mainstream open-weight architectures
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The layer builders stand on: training frameworks, model hubs, agent orchestration, vector databases, and pay-per-second inference APIs. Repository health, license clarity, and self-hosting paths are part of every listing so teams can evaluate lock-in at a glance.

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