Model Comparison
Deepseek V3.1 vs Qwen3.8 Max 0902
Deepseek V3.1 ranks #131 on the AI IQ leaderboard with an estimated IQ of 98, while Qwen3.8 Max 0902 ranks #24 on the AI IQ leaderboard with an estimated IQ of 126. 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
| Deepseek V3.1DeepSeek | Qwen3.8 Max 0902Alibaba | |
|---|---|---|
| Rank | #131 | #24 |
| IQ | 98 | 126 |
| Abstract Reasoning | 73 | 107 |
| Mathematical Reasoning | 100 | 131 |
| Academic Reasoning | 113 | 131 |
| Programmatic Reasoning | 105 | 140 |
| Computer Use | 97 | 121 |
| Reliability | 102 | 120 |
| Knowledge Work | 96 | 129 |
| Emotional Reasoning | — | — |
| Effective Cost / 1M Tokens | $2.48 | $20.79 |
| Sticker Price / 1M I/O Tokens | $2.26 | $8.00 |
| Speed | 122 tok/s | 38 tok/s |
| Context Window | — | 1M |
| Released | 2025-08-21 | 2026-09-02 |
| Open Weights | Yes | No |
More comparisons
- Deepseek V3.1 vs Deepseek V4 Pro
- Deepseek V3.1 vs Fable 5.1
- Deepseek V3.1 vs Gemini 4 Argon
- Deepseek V3.1 vs Glm 5.3
- Deepseek V3.1 vs GPT 6 Astra
- Deepseek V3.1 vs Grok 4.7
- Deepseek V3.1 vs Kimi K3
- Deepseek V3.1 vs Mimo V2.6 Pro
- Deepseek V3.1 vs Minimax M3
- Deepseek V3.1 vs Muse Wonder Full
- Qwen3.8 Max 0902 vs Deepseek V4 Pro
- Qwen3.8 Max 0902 vs Fable 5.1
- Qwen3.8 Max 0902 vs Gemini 4 Argon
- Qwen3.8 Max 0902 vs Glm 5.3
- Qwen3.8 Max 0902 vs GPT 6 Astra
- Qwen3.8 Max 0902 vs Grok 4.7
- All comparisons