Fugu Ultra v2

Fugu Ultra v2 is a multi-agent orchestration model that routes requests across specialized language models rather than relying on a single monolithic architecture.

Strengths

The model excels at distributing complex tasks to specialized agents, allowing it to apply the right capability to different parts of a problem.

Best for

Workloads that benefit from task decomposition and specialized handling of different problem types, such as mixed-modality reasoning or multi-step analytical tasks.

Limitations

The multi-agent approach adds latency compared to single-pass inference, and performance depends on how well the orchestration system identifies task boundaries.