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What is Sakana Fugu?

Sakana Fugu is a multi-agent AI system that operates like one model while coordinating many underlying expert models behind a single API. The platform is designed to deliver frontier-level performance without forcing users to depend on one model provider or manually manage several separate AI tools. Fugu dynamically chooses which agents should participate in each task and coordinates them through learned collaboration patterns. This approach allows the system to handle complex work such as coding, reasoning, scientific problem solving, code review, security assessment, literature analysis, patent research, and autonomous research workflows. Sakana Fugu is grounded in research on learned orchestration, including TRINITY and the Conductor, which explore how AI systems can route tasks, assign roles, and coordinate communication among multiple agents. Users can access the system through an OpenAI-compatible API and choose between Fugu and Fugu Ultra depending on their workload. Fugu is built for everyday coding, chatbot, review, and productivity use cases where strong performance and lower latency are both important. Fugu Ultra uses a deeper pool of expert agents to improve quality on harder tasks such as Kaggle competitions, paper reproduction, cybersecurity analysis, and technical investigations. Organizations can control which agents, providers, or models are allowed in the pool to meet privacy, data handling, compliance, and procurement needs. The platform offers pay-as-you-go and subscription pricing options, with Fugu Ultra priced separately for input, output, and cached input tokens. Sakana Fugu gives developers, researchers, and enterprises a way to plug multi-agent intelligence into existing workflows while maintaining flexibility, control, and stronger performance on demanding tasks.

What is Nemotron 3?

NVIDIA's Nemotron 3 is a suite of open large language models engineered to facilitate sophisticated reasoning, conversational AI, and autonomous AI agents. This lineup features three unique models, each designed to handle different scales of AI tasks while maintaining exceptional efficiency and accuracy. With a focus on "agentic AI," these models possess the capability to perform complex multi-step reasoning, collaborate seamlessly with tools, and integrate into multi-agent systems that serve various applications in automation, research, and enterprise environments. The foundational architecture employs a hybrid mixture-of-experts (MoE) strategy combined with transformer techniques, which allows for the activation of only selected parameter subsets tailored to individual tasks, thus optimizing performance and reducing computational costs. Tailored for excellence in reasoning, dialogue, and strategic planning, the Nemotron 3 models are fine-tuned for high throughput, making them ideal for widespread deployment in a range of applications. Furthermore, their cutting-edge architecture provides enhanced adaptability and scalability, ensuring they can effectively address the ever-changing landscape of contemporary AI challenges. This versatility positions Nemotron 3 as a crucial asset for organizations seeking to leverage advanced AI capabilities across diverse industries.

Media

Media

Integrations Supported

Claude Code
Fugu-Ultra v1.1
OpenRouter
Sakana Fugu Ultra
Vercel AI Gateway

Integrations Supported

Nemotron 3 Nano
Nemotron 3 Nano Omni
Nemotron 3 Super
Nemotron 3 Ultra

API Availability

Has API

API Availability

Pricing Information

$20/month
API:
$5 per 1M tokens (input)
$30 per 1M tokens (output)
$0.50 per 1M tokens (cached input)

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars
Online Training

Company Facts

Organization Name

Sakana AI

Date Founded

2023

Company Location

Japan

Company Website

sakana.ai/fugu/

Company Facts

Organization Name

NVIDIA

Date Founded

1993

Company Location

United States

Company Website

nvidia.com

Categories and Features

Agentic AI

Not specified

AI Coding Models

Not specified

AI Models

Not specified

AI Reasoning Models

Not specified

Large Language Models

Not specified

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

AI Reasoning Models

Not specified

Foundation Models

Not specified

Large Language Models

Not specified

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