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What is Sakana Marlin?
Sakana Marlin functions as the Virtual Chief Strategy Officer at Ultra Deep Research, a role crafted to harness artificial intelligence in managing research tasks, thereby allowing human specialists to focus on strategic decision-making. This innovative agent goes beyond the capabilities of a typical research assistant, handling the vast and strategic research duties usually performed by a Chief Strategy Officer and a dedicated research team, tasks that might otherwise take weeks to finalize. Utilizing Sakana AI's sophisticated reasoning framework, Sakana Marlin effectively scales inference-time computations, permitting it to engage in up to eight hours of uninterrupted, autonomous reasoning. Once a research topic is identified, it operates independently, generating hypotheses, gathering data, browsing the internet, and addressing any inconsistencies that arise without requiring additional human input. Instead of prioritizing quick text output, its focus lies on sustained, efficient reasoning, systematically testing hypotheses and conducting thorough web research to extract the most relevant insights from a large dataset. Sakana Marlin offers more than just summarization; it provides a deep and intricate understanding of complex topics, making it an invaluable asset in modern research environments. This capability not only enhances research quality but also significantly reduces the time needed for strategic insights.
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.
Integrations Supported
Integrations Supported
Claude Code
Fugu-Ultra v1.1
OpenRouter
Sakana Fugu Ultra
Vercel AI Gateway
API Availability
Has API
API Availability
Has API
Pricing Information
$929.18 per month
Free Trial Offered?
Pricing Information
$20/month
API:
$5 per 1M tokens (input)
$30 per 1M tokens (output)
$0.50 per 1M tokens (cached input)
$5 per 1M tokens (input)
$30 per 1M tokens (output)
$0.50 per 1M tokens (cached input)
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
Company Facts
Organization Name
Sakana
Date Founded
2023
Company Location
Japan
Company Website
sakana.ai/marlin/
Company Facts
Organization Name
Sakana AI
Date Founded
2023
Company Location
Japan
Company Website
sakana.ai/fugu/
Categories and Features
AI Research Tools
Not specified
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