Model Comparison
Fugu V1.0 vs Kimi K3.1 Pro
Fugu V1.0 ranks #80 on the AI IQ leaderboard with an estimated IQ of 110, while Kimi K3.1 Pro ranks #13 on the AI IQ leaderboard with an estimated IQ of 131. 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 V1.0World (Other) | Kimi K3.1 ProKimi | |
|---|---|---|
| Rank | #80 | #13 |
| IQ | 110 | 131 |
| Abstract Reasoning | 99 | 110 |
| Mathematical Reasoning | 106 | 140 |
| Academic Reasoning | 130 | 135 |
| Programmatic Reasoning | 121 | 145 |
| Computer Use | 109 | 129 |
| Reliability | 104 | 128 |
| Knowledge Work | 102 | 133 |
| Emotional Reasoning | — | — |
| Effective Cost / 1M Tokens | — | — |
| Sticker Price / 1M I/O Tokens | — | — |
| Speed | — | 43 tok/s |
| Context Window | — | 1.0M |
| Released | 2026-06-22 | 2026-10-23 |
| Open Weights | No | No |
More comparisons
- Fugu V1.0 vs Deepseek V4 Pro
- Fugu V1.0 vs Fable 5.1
- Fugu V1.0 vs Gemini 4 Carbon
- Fugu V1.0 vs Glm 5.3
- Fugu V1.0 vs GPT 6 Astra
- Fugu V1.0 vs Grok 4.7
- Fugu V1.0 vs Mimo V2.6 Pro
- Fugu V1.0 vs Minimax M3
- Fugu V1.0 vs Muse Wonder Full
- Fugu V1.0 vs Qwen3.8 Max 0902
- Kimi K3.1 Pro vs Deepseek V4 Pro
- Kimi K3.1 Pro vs Fable 5.1
- Kimi K3.1 Pro vs Gemini 4 Carbon
- Kimi K3.1 Pro vs Glm 5.3
- Kimi K3.1 Pro vs GPT 6 Astra
- Kimi K3.1 Pro vs Grok 4.7
- All comparisons