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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 Ultra?
Sakana Fugu Ultra is the advanced, performance-focused model in the Sakana Fugu platform, designed to coordinate multiple expert AI agents for difficult and high-stakes work. It is built for users who need stronger results on complex multi-step tasks than a single model or basic AI assistant can usually provide. Through one OpenAI-compatible API, Fugu Ultra dynamically selects and coordinates agents from a powerful model pool while presenting the experience as one model. This allows teams to use multi-agent intelligence without manually building agent workflows, assigning roles, or switching between different providers. Fugu Ultra is optimized for demanding use cases such as software engineering, code review, Kaggle competitions, paper reproduction, cybersecurity analysis, scientific problem solving, literature investigations, patent analysis, and autonomous research. The system is grounded in research-driven orchestration methods, including TRINITY and the Conductor, which focus on learning how to route tasks, coordinate agents, and create effective collaboration patterns. Compared with the standard Fugu model, Fugu Ultra uses a deeper expert pool to prioritize quality on harder problems. It is designed for workloads where precision, reasoning depth, completeness, and reliability are more important than low latency alone. Organizations can opt out of specific models or providers in the agent pool to meet data, privacy, compliance, procurement, or internal governance requirements. Fugu Ultra also includes fixed pay-as-you-go pricing for input, output, and cached input tokens, with higher rates for very long context usage. Sakana Fugu Ultra helps technical teams plug advanced multi-agent orchestration into existing workflows while reducing single-vendor dependency and improving performance on challenging AI tasks.
Integrations Supported
Integrations Supported
Claude Code
Fugu-Ultra v1.1
OpenRouter
Sakana Fugu
Vercel AI Gateway
API Availability
Has API
API Availability
Has API
Pricing Information
$929.18 per month
Free Trial Offered?
Pricing Information
$20 per month
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