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Sakana: Fugu Ultra

Sakanatext
8.6 / 10 Overall Rating

Sakana AI's Fugu Ultra is a multi-agent orchestration system that dynamically routes complex queries across specialized sub-models. It provides a 1M-token context window alongside an exceptionally high 128K output token limit. The architecture targets complex reasoning and long-form task execution.

Context Window
1000K
Knowledge Cutoff
2025
Max Output
16K
License
Proprietary

Where it Excels (Pros)

  • 1M token context window
  • 128K maximum output tokens
  • Native multi-agent task routing

Limitations (Cons)

  • Expensive ($5/$30 per 1M tokens)
  • Increased multi-agent routing latency

Benchmark Breakdown

Reasoning (MMLU)82%
Coding (HumanEval)78%
Mathematics (MATH)76%
Long-Context Retrieval95%

Pricing Matrix

Input cost / 1M tokens$5.00
Output cost / 1M tokens$30.00

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