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SambaNova
Disaggregated inference platform combining SN50 RDUs, GPUs, and OpenAI-compatible APIs for fast, scalable agentic AI at scale.
$1Starting price
132KMonthly visits
35Popularity
About SambaNova
SambaNova provides a disaggregated AI inference platform designed for agentic workloads, combining SN50 Reconfigurable Dataflow Units (RDUs), GPUs, and OpenAI-compatible APIs to deliver fast, energy-efficient inference at scale. The platform enables developers to switch between frontier models, deploy custom checkpoints, and operate via SambaOrchestrator, which handles autoscaling, load balancing, monitoring, and lifecycle management across clusters or sovereign facilities. Teams can migrate existing OpenAI API calls by simply changing the endpoint, bundling prompts, and iterating on models without rewriting application code or retraining pipelines. The architecture supports multi-agent workflows, high-throughput code generation, and retrieval-augmented applications while maintaining consistent latency and predictable cost per token. Cloud platforms, SaaS providers, and enterprise IT teams can standardize on a single inference layer while retaining model choice and data-center control, while governments and regulated sectors benefit from sovereign deployments that keep workloads within national boundaries. The platform is built for engineering teams building assistants, coding tools, and AI agents that require scalable, low-latency performance without sacrificing flexibility or efficiency.
SambaNova Systems
Palo Alto, United States · Founded 2017
- Founders
- Kunle Olukotun, Christopher Ré, Rodrigo Liang
- Founded
- 2017
- Headquarters
- Palo Alto, United States
Key features
- OpenAI-compatible APIs for seamless migration and model switching
- SN50 RDU-based disaggregated inference for high throughput and tokens-per-watt
- SambaOrchestrator for autoscaling, load balancing, and lifecycle management
- Support for frontier models like Llama, DeepSeek, MiniMax, and gpt-oss-120b
- Bring-your-own-checkpoints for private or fine-tuned enterprise models
- Tiered memory and dataflow architecture for efficient agentic workloads
- Multi-rack and sovereign deployment options with policy-driven control
- Predictable latency and cost per token for production-grade applications
Use cases
- Building low-latency chat assistants with consistent performance and cost control
- Deploying multi-agent workflows coordinating RDUs and GPUs across data centers
- Running high-throughput code generation and evaluation with frontier models
Pros
- Disaggregated inference architecture for scalable, high-throughput AI workloads
- OpenAI-compatible APIs enabling seamless migration of existing applications
- Energy-efficient dataflow processing with three-tier memory architecture
- Sovereign AI deployments for regulated sectors and government use cases
- Hardware-software co-design with SambaRack SN50 optimized for agentic inference
Cons
- Requires on-premises or sovereign data center infrastructure for full capabilities
- Complexity in managing multi-model, multi-agent workflows across clusters
- Limited public pricing transparency for enterprise deployments
Frequently asked questions about SambaNova
What is SambaNova's inference platform designed for?
SambaNova's platform is designed for agentic AI workloads, enabling high-throughput inference at scale with energy efficiency and low latency.
Who should use SambaNova's platform?
The platform suits enterprise IT teams, cloud providers, SaaS developers, and government sectors requiring scalable, sovereign, or high-performance AI inference.
How does SambaNova handle model deployment and management?
SambaOrchestrator automates autoscaling, load balancing, monitoring, and lifecycle management across clusters or sovereign facilities.
Can I migrate existing OpenAI API applications to SambaNova?
Yes, SambaNova provides OpenAI-compatible APIs, allowing applications to switch endpoints with minimal code changes.
What hardware does SambaNova offer for inference?
SambaNova offers SambaRack systems, including SN40 for low-power inference and SN50 for fast agentic workloads, powered by RDU chips.
Does SambaNova support sovereign AI deployments?
Yes, SambaNova enables sovereign AI deployments in national data centers, ensuring data governance and compliance.
SambaNova traffic & engagement
sambanova.ai · third-party estimates from Similarweb
Data as of Sep 2026Full AI website ranking →
Monthly visits · Sep 2026132K-24.1% MoM12-month high 197K (Jul 2026)
Rank among AI websites#1,721▼ 228 vs last monthof 8,652 tools on aitoolnavio™
Top marketUnited States29.7%Top 5 countries bring 52% of visits
Average visit52sLonger than 57% of AI sites
Pages per visit3.99More than 86% of AI sites
Bounce rate39%Lower than 51% of AI sites
Similarweb global rank#243,491#165,235 in United States
Traffic trend
Last 4 months · grows by one month every month
- Jun 2026144K
- Jul 2026197K+37.3%
- Aug 2026174K−11.9%
- Sep 2026132K−24.1%
Where visitors come from
Share of visits by channel
No measurable traffic from Paid Referrals.
Top countries
Share of visits · estimated visits
Other countries: 48.4%
Visits sent by AI assistants
How people reach this site from other AI tools
1.2K a month · 0.9% of all visits
Compared with similar tools
Automation & Agents · Sep 2026
Traffic figures are third-party estimates, good for scale and trends; they can differ from a company's own numbers. Updated monthly.
