Skip to content
SambaNova logo

SambaNova

SambaNova is a fast AI inference platform built on dataflow RDU architecture, offering OpenAI-compatible APIs for frontier open models and agentic workloads.

CodingResearchAgents

How it works / How to use

SambaNova is a fast AI inference platform built on dataflow RDU architecture, offering OpenAI-compatible APIs for frontier open models and agentic workloads.

  1. Create an account and API key in SambaNova following the official docs.
  2. Pick the model endpoint that matches latency, cost, and capability needs.
  3. Prototype with a short prompt and log token usage.
  4. Add retries, timeouts, and content filters appropriate to your application.

How to prompt

SambaNova publishes speed benchmarks for large open models on RDU hardware.

Benchmark DeepSeek-V3.1 inference on SambaNova for our batch document summarization pipeline.

Best output tips

  • Set spend alerts where the dashboard allows.
  • Cache stable completions when safe to reduce cost.
  • Rotate API keys on a regular schedule.
  • Verify current plans and limits on the official SambaNova website.

Try this AI

Try SambaNova

Product Details

Pricing, features, limits and latest updates

SambaNova

SambaNova is a fast AI inference platform built on dataflow RDU architecture, offering OpenAI-compatible APIs for frontier open models and agentic workloads.

No listed price

Pricing Plans

No listed plans.

Key Features

API

api workflow (sambanova.ai).

Ideas / Prompt experiences

Share a prompt that worked for you. Username and email are shown with your submission. External links are not allowed.

Example prompt

High-speed inference

Prompt

Benchmark DeepSeek-V3.1 inference on SambaNova for our batch document summarization pipeline.

Short explanation

SambaNova publishes speed benchmarks for large open models on RDU hardware.

Example prompt

Agentic workflow

Prompt

Deploy an agent harness running MiniMax M2.7 with end-to-end tool use on a single SambaNova node.

Short explanation

SambaStack supports complex agentic AI on one inference node.

Share your experience

Required fields are marked. Variation, result, and explanation are optional.

Cursor logo

Cursor

Explore

AI coding agent for building software in your editor, terminal, and IDE.

CodingFree / Paid

AutoGPT logo

AutoGPT

Explore

Platform for building and running AI agents with visual Agent Builder, AutoPilot chat, scheduling, and 200+ integration blocks; self-host open source or use hosted Pro/Max plans.

CodingFree / Paid

Hugging Face logo

Models, datasets, and inference for open machine learning.

CodingFree / Paid