Model Comparison
Fugu Ultra V2.0 vs Qwen3.5 397b
Fugu Ultra V2.0 ranks #85 on the AI IQ leaderboard with an estimated IQ of 109, while Qwen3.5 397b ranks #87 on the AI IQ leaderboard with an estimated IQ of 109. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.
Where They Sit on the IQ Bell Curve
Both models highlighted on the standard normal IQ distribution of every tracked model
| Fugu Ultra V2.0World (Other) | Qwen3.5 397bAlibaba | |
|---|---|---|
| Rank | #85 | #87 |
| IQ | 109 | 109 |
| Abstract Reasoning | 93 | 81 |
| Mathematical Reasoning | 103 | 113 |
| Academic Reasoning | 126 | 121 |
| Programmatic Reasoning | 121 | 110 |
| Computer Use | 108 | 114 |
| Reliability | 104 | 117 |
| Knowledge Work | 105 | 109 |
| Emotional Reasoning | — | 108 |
| Effective Cost / 1M Tokens | $44.78 | $4.90 |
| Sticker Price / 1M I/O Tokens | $35.00 | $4.20 |
| Speed | — | 58 tok/s |
| Context Window | 1M | 262K |
| Released | 2026-09-11 | 2026-02-16 |
| Open Weights | No | Yes |
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