Model Comparison
Deepseek V4 Pro vs Step 3.7 Flash
Deepseek V4 Pro ranks #31 on the AI IQ leaderboard with an estimated IQ of 123, while Step 3.7 Flash ranks #105 on the AI IQ leaderboard with an estimated IQ of 104. 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 V4 ProDeepSeek | Step 3.7 FlashChina (Other) | |
|---|---|---|
| Rank | #31 | #105 |
| IQ | 123 | 104 |
| Abstract Reasoning | 109 | 85 |
| Mathematical Reasoning | 132 | 111 |
| Academic Reasoning | 130 | 119 |
| Programmatic Reasoning | 129 | 92 |
| Computer Use | 123 | 99 |
| Reliability | 118 | 109 |
| Knowledge Work | 124 | 110 |
| Emotional Reasoning | 118 | — |
| Effective Cost / 1M Tokens | $7.02 | $1.34 |
| Sticker Price / 1M I/O Tokens | $5.28 | $1.35 |
| Speed | 79 tok/s | 212 tok/s |
| Context Window | 1M | 262K |
| Released | 2026-04-24 | 2026-05-28 |
| Open Weights | Yes | Yes |
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