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Systems Operational · v2.4
SambaNova Cloud

SambaNova Cloud

High-performance AI inference cloud for open models and production applications.

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At a Glance
Website
cloud.sambanova.ai
Category
Developer Tools
Ideal For
Developer, Founder
Platforms
Web, API
Added
July 14, 2026
Pricing
Freemium
Last Verified
September 2, 2026
SambaNova Cloud screenshot

What is SambaNova Cloud?

TL;DR

SambaNova Cloud is an AI inference platform for deploying open and reasoning models through APIs, with high-throughput infrastructure and model-level token pricing for agents, RAG, coding tools, and production AI.

  • Access production and preview open models through SambaNova Cloud APIs, with support for models such as DeepSeek, Llama, Gemma, gpt-oss, and MiniMax.
  • Compare inference economics by model using separate input and output token pricing, with Free, Developer, and Enterprise account options.
  • Build agents, RAG systems, chatbots, coding assistants, and other AI applications using SambaNova integrations and high-throughput inference infrastructure.

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About

SambaNova Cloud is an AI inference platform for developers who need hosted access to high-performance open and reasoning models. Built by SambaNova around its Reconfigurable Dataflow Unit architecture, the platform provides APIs and cloud infrastructure for applications that need fast model inference without operating their own model-serving stack. Developers can use SambaNova Cloud to build chatbots, AI agents, coding assistants, search and retrieval systems, RAG applications, and other production workloads. The platform supports a changing selection of models including DeepSeek, Llama, Gemma, gpt-oss, and MiniMax, with capabilities spanning text and other supported modalities. It also connects with developer frameworks and tools such as CrewAI, Hugging Face, Cline, and AWS. SambaNova Cloud uses usage-based model pricing rather than a simple fixed monthly subscription. Input and output tokens are priced separately by model, while the platform offers Free, Developer, and Enterprise account levels with different rate limits and support. Developers can therefore compare individual models by capability, latency, throughput, and token cost instead of committing to one model family. For founders and AI engineers, SambaNova Cloud is most useful when inference speed, open-model access, and cost control matter. It can serve as an alternative inference provider or a model-specific backend in a broader AI stack. Buyers should compare current model availability, token pricing, rate limits, latency, and production support before choosing it for a critical workload.

Use Cases

Deploy AI inference

Connect production applications to hosted open models through SambaNova Cloud APIs instead of operating your own inference infrastructure.

Build AI agents

Use supported models as the inference layer for agents, tool-calling workflows, and multi-step AI applications.

Run RAG applications

Power retrieval-augmented generation, search assistants, and document workflows with hosted model inference.

Compare model economics

Benchmark models by output quality, latency, throughput, and separate input and output token costs for your workload.

Key Features

  • Hosted APIs for open and reasoning models
  • Model-level input and output token pricing
  • Production and preview model access
  • High-throughput inference with agent and developer integrations

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Pricing summary

SambaNova Cloud offers Free, Developer, and Enterprise account levels. Model inference is usage-based, with current pricing varying by model and separate input/output token rates.

Pricing & Plans

Free / Trial Access

Start testing supported open models in SambaNova Cloud.

Free
  • Cloud playground access
  • API key setup
  • Model testing workflows
  • Good for prototypes
Popular

Usage-Based API

Pay by model input and output tokens for production apps.

Custom
  • Token-based pricing
  • DeepSeek and Llama model options
  • Agent and chatbot workflows
  • Production API usage

Enterprise

Custom support for larger AI inference workloads.

Custom
  • Custom pricing options
  • Enterprise sales support
  • High-volume workloads
  • Security and deployment needs

Other pricing notes

  • Model inference is billed by input and output tokens at model-specific rates.
  • Developer includes standard rate limits and access to production and preview models.
  • Enterprise adds production rate limits, support, and custom pricing.
Pricing last checked: September 2026Official pricing

Pros & Cons

Pros

  • Strong open-model selection
  • Usage-based pricing by model and token
  • Designed for production inference workloads
  • Integrates with common AI development tools
  • Enterprise support and higher rate limits

Cons

  • Model availability can change
  • Token costs vary substantially by model
  • Production workloads need usage monitoring
  • Enterprise features require a sales process
  • Performance should be benchmarked for each workload

The Best SambaNova Cloud Alternatives

The best SambaNova Cloud alternatives are Groq, Together AI, and OpenRouter.

Groq

Groq

Freemium

Developer Tools

Choose Groq if...

  • ✓you want very strong fit for low-latency AI applications
  • ✓you need openAI-compatible API makes migration easier
  • ✓you prefer transparent per-token pricing by model
See details ↓
Together AI

Together AI

Freemium

Developer Tools

Choose Together AI if...

  • ✓you prefer production AI infrastructure teams
  • ✓you need broad model coverage across text, image, audio, and video
  • ✓you prefer supports both serverless and dedicated deployment paths
See details ↓
OpenRouter

OpenRouter

Freemium

Developer Tools

Choose OpenRouter if...

  • ✓you want one API provides access to many model providers
  • ✓you need openAI-compatible interface reduces integration work
  • ✓you value comparing models and controlling routing
See details ↓

Frequently Asked Questions

Reviews

Honest feedback from the FutureStack community.

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SambaNova Cloud

SambaNova Cloud

Developer Tools

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