Model Comparison
Gemini 3.1 Pro vs Qwen3.8 Max
Gemini 3.1 Pro ranks #9 on the AI IQ leaderboard with an estimated IQ of 127, while Qwen3.8 Max ranks #28 on the AI IQ leaderboard with an estimated IQ of 119. The table below puts the two models side by side across the six reasoning 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
| Gemini 3.1 ProGoogle | Qwen3.8 MaxAlibaba | |
|---|---|---|
| Rank | #9 | #28 |
| IQ | 127 | 119 |
| Abstract Reasoning | 121 | 93 |
| Mathematical Reasoning | 129 | 127 |
| Academic Reasoning | 141 | 136 |
| Programmatic Reasoning | 121 | 120 |
| Computer Use | 128 | 119 |
| Reliability | 125 | 116 |
| Emotional Reasoning | 114 | — |
| Effective Cost / 1M Tokens | $9.69 | $15.01 |
| Sticker Price / 1M I/O Tokens | $14.00 | $8.00 |
| Speed | 144 tok/s | — |
| Context Window | 1M | 1M |
| Released | 2026-02-19 | 2026-08-03 |
| Open Weights | No | No |
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