Model Comparison
Gemini 3.1 Pro vs Qwen3.7 Flash
Gemini 3.1 Pro ranks #42 on the AI IQ leaderboard with an estimated IQ of 121, while Qwen3.7 Flash ranks #150 on the AI IQ leaderboard with an estimated IQ of 94. 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
| Gemini 3.1 ProGoogle | Qwen3.7 FlashAlibaba | |
|---|---|---|
| Rank | #42 | #150 |
| IQ | 121 | 94 |
| Abstract Reasoning | 118 | 93 |
| Mathematical Reasoning | 122 | 101 |
| Academic Reasoning | 131 | 100 |
| Programmatic Reasoning | 119 | 91 |
| Computer Use | 122 | 93 |
| Reliability | 125 | 90 |
| Knowledge Work | 113 | 90 |
| Emotional Reasoning | 111 | — |
| Effective Cost / 1M Tokens | $7.86 | $0.15 |
| Sticker Price / 1M I/O Tokens | $14.00 | $0.16 |
| Speed | 132 tok/s | — |
| Context Window | 1M | 1M |
| Released | 2026-02-19 | 2026-07-15 |
| Open Weights | No | No |
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