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Is Fugu Ultra actually better than Fusion? The brutal truth.

Julian Goldie Agency26 June 2026Watch on YouTube

Part of series

Ep. 4 · Fusion vs. Fugu Ultra

Praktische vergelijking van Fusion en Sakana's Fugu Ultra op snelheid, kosten en bruikbaarheid voor AI-workflows.

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Description

Sakana.ai has just released Fugu Ultra, a new multi-agent panel model promising to rival top-tier outputs. While it dominates benchmarks like GoldieBench, outperforming Opus 4.8 in almost every category, there are significant catches. Users are facing severe API rate limits, even on expensive tiers, and the model struggles with complex, long-context generation tasks like game development, often hitting token ceilings. This deep dive explores why despite its immense potential and ranking, the reliability currently falls short compared to established options like Fusion. #FuguUltra #AI #GoldieBench #TechReview #LLM

What you'll learn

  • Fugu Ultra dominates benchmark tests like GoldieBench, outperforming Opus 4.8 in nearly all categories.
  • Severe API rate limits restrict practical use of Fugu Ultra, even on expensive subscription tiers.
  • Fugu Ultra struggles with complex long-context tasks and can hit token ceilings during extended generation.
  • Despite strong benchmark scores, Fugu Ultra's reliability falls short compared to established alternatives like Fusion.
  • Fugu Ultra is a multi-agent panel model with high potential but current limitations in practical applications.

Frequently asked questions

What are Fugu Ultra's main strengths according to benchmarks?
Fugu Ultra dominates benchmarks like GoldieBench and outperforms Opus 4.8 in nearly every category, demonstrating a strong ranking.
What practical limitations does Fugu Ultra face in daily use?
Users face severe API rate limits even on expensive tiers, and the model struggles with complex long-context tasks and token ceilings.
How does Fugu Ultra's reliability compare to alternatives like Fusion?
Despite strong benchmark performance, Fugu Ultra's current reliability falls short compared to established options like Fusion.
In which situations might Fugu Ultra run into token ceiling issues?
With complex, extended generation tasks like game development, Fugu Ultra can hit token ceilings, creating issues for extensive output.

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