AI Agent

Sakana Fugu

Sakana Fugu is a multi-agent system that dynamically orchestrates multiple AI models via a single API to tackle complex multi-step tasks.

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Sakana Fugu

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What is Sakana Fugu?

Sakana Fugu is a multi-agent AI system that coordinates a pool of specialized models to automatically solve complex, multi-step tasks. It learns to dynamically assemble and orchestrate agents without human-designed workflows, delivering frontier-level performance through a single OpenAI-compatible API.

Sakana Fugu vs Similar AI Tools

Pricing ModelPaidFree, FreemiumFreeFree
Free Credits
Key Features
  • Single API to access a coordinated pool of specialized models
  • Dynamic model selection and switching for each task
  • Frontier-level performance on coding, reasoning, and quality-critical workflows
  • Multi-agent workflow with verification and self-healing
  • 50+ AI models auto-routed per agent
  • 1000+ OAuth2 app integrations
  • Seven breakable boxes covering OWASP Agentic Top-10 vulnerabilities
  • Three guided simulations for cascading failures, human-agent trust, and rogue agents
  • Network-isolated Docker containers for safe execution
  • Code-to-runtime reasoning across cloud, Git, and Kubernetes
  • Action-gate enforces read-only policy on every API call
  • Sandboxed JavaScript execution for concurrent research
Pros
  • Delivers frontier-level performance on complex tasks without single-vendor lock-in
  • Single API simplifies integration and reduces complexity
  • Replaces 10+ separate tools with one platform
  • Multi-agent orchestration saves time and context switching
  • Covers full OWASP Agentic Top-10 in a realistic manner
  • Docker isolation prevents accidental damage
  • Read-only by construction prevents accidental writes
  • Evidence-backed verification cross-checks every finding
Cons
  • Not available in the EU/EEA due to GDPR compliance work in progress
  • Proprietary routing information is not exposed, limiting transparency
  • Free tier limited to 5,000 credits per month
  • May have a learning curve for complex workflows
  • Requires Docker and technical setup
  • Not for production use; only for lab environments
  • Requires an LLM API key, incurring token costs
  • Limited to read-only operations, cannot remediate
Best For
  • Developers needing a single API for diverse AI capabilities
  • Teams working on complex coding, reasoning, or research tasks
  • Marketing teams
  • Content creators
  • Security researchers focusing on AI agent vulnerabilities
  • Developers building MCP-based applications
  • Security engineers
  • DevOps teams

How to use Sakana Fugu?

  1. 1Sign up and obtain an API key from the Sakana Fugu console.
  2. 2Configure your existing OpenAI-compatible client or coding harness with the Fugu endpoint and API key.
  3. 3Send requests as you would with any standard OpenAI API – no SDK migration required.
  4. 4Optionally, customize the agent pool for the Fugu model via the settings menu to meet data, privacy, or compliance needs.
  5. 5Monitor token usage and cost per request in real time.

Sakana Fugu Key Features

  • Single API to access a coordinated pool of specialized models
  • Dynamic model selection and switching for each task
  • Frontier-level performance on coding, reasoning, and quality-critical workflows
  • Flexibility to opt out specific providers or models for compliance
  • OpenAI-compatible API for easy integration
  • Two model variants: Fugu (balanced) and Fugu Ultra (performance-optimized)

Sakana Fugu Use Cases

  • Coding and code review
  • Complex multi-step reasoning and problem-solving
  • Research and paper reproduction
  • Security assessments and penetration testing
  • Patent landscape analysis and literature review
  • Automated ML research (e.g., improving training recipes)

Sakana Fugu Pricing & Free Credits

Sakana Fugu currently operates on a Paid model.

Free Tier

Standard Subscription

$20/month

Lightweight daily usage: occasional API calls, small experiments, personal workflows. Includes both Fugu and Fugu Ultra.

Pro Subscription

$100/month

Focused working sessions: 10× the usage of Standard, ideal for regular coding, review, research, and analysis.

Max Subscription

$200/month

Heavy long-running workloads: 30× the usage of Standard, for power users with deep, long-running tasks.

Paid Plans

Fugu Token Plan

Variable

Pay-as-you-go: when one agent is active, you pay the underlying model's standard rate; when multiple agents are active, you pay a single rate based on the top-tier model involved. No stacking of fees.

Fugu Ultra Token Plan

$5 input / $30 output per 1M tokens

Fixed pricing for fugu-ultra-20260615: input $5, output $30, cached input $0.50 (rates increase for contexts >272K tokens).

Fugu Token Plan

Variable

Pay-as-you-go: when one agent is active, you pay the underlying model's standard rate; when multiple agents are active, you pay a single rate based on the top-tier model involved. No stacking of fees.

Fugu Ultra Token Plan

$5 input / $30 output per 1M tokens

Fixed pricing for fugu-ultra-20260615: input $5, output $30, cached input $0.50 (rates increase for contexts >272K tokens).

Standard Subscription

$20/month

Lightweight daily usage: occasional API calls, small experiments, personal workflows. Includes both Fugu and Fugu Ultra.

Pro Subscription

$100/month

Focused working sessions: 10× the usage of Standard, ideal for regular coding, review, research, and analysis.

Max Subscription

$200/month

Heavy long-running workloads: 30× the usage of Standard, for power users with deep, long-running tasks.

Sakana Fugu Pros & Cons

Pros

  • Delivers frontier-level performance on complex tasks without single-vendor lock-in
  • Single API simplifies integration and reduces complexity
  • Flexible agent selection allows compliance with data privacy requirements
  • Research-backed coordination strategies (TRINITY and Conductor papers)
  • OpenAI-compatible API enables easy migration from existing setups

Cons

  • Not available in the EU/EEA due to GDPR compliance work in progress
  • Proprietary routing information is not exposed, limiting transparency
  • Cost may be higher than individual model APIs for simple tasks
  • Limited to supported models in the agent pool

What is Sakana Fugu best for?

  • Developers needing a single API for diverse AI capabilities
  • Teams working on complex coding, reasoning, or research tasks
  • Enterprises requiring compliance-friendly model orchestration
  • Power users demanding high-quality, multi-step agentic workflows

Sakana Fugu FAQ

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