Sakana Fugu Ultra 在交易编码测试中视觉表现优异

Sakana Fugu Ultra just beat the other models on visual polish in a live trading-desk coding test, got close to GLM 5.2, but at 17x the cost.

Test was done on atomic[.]chat, a desktop app that runs LLMs locally.

Fugu produced the richest interface, with multiple panels, watchlists, charts, tape-style activity, status labels, and a more finished product feel.

To note that Fugu Ultra is an orchestration layer that assembles and routes subtasks across a pool of models through one OpenAI-compatible endpoint.

So Fugu is a learned coordinator model inside a multi-agent system.

When you send a prompt, Fugu decides whether to answer alone or hand pieces of the job to other models, then it gathers the outputs and produces one final response.