Model Comparison
Gemma 4 31b vs GPT 6.1 Sol
Gemma 4 31b ranks #120 on the AI IQ leaderboard with an estimated IQ of 101, while GPT 6.1 Sol ranks #1 on the AI IQ leaderboard with an estimated IQ of 141. 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
| Gemma 4 31bGoogle | GPT 6.1 SolOpenAI | |
|---|---|---|
| Rank | #120 | #1 |
| IQ | 101 | 141 |
| Abstract Reasoning | 86 | 133 |
| Mathematical Reasoning | 94 | 150 |
| Academic Reasoning | 117 | 135 |
| Programmatic Reasoning | 97 | 153 |
| Computer Use | 101 | 148 |
| Reliability | 108 | 135 |
| Knowledge Work | 103 | 132 |
| Emotional Reasoning | 105 | — |
| Effective Cost / 1M Tokens | $0.14 | $6.30 |
| Sticker Price / 1M I/O Tokens | $0.47 | $12.00 |
| Speed | 35 tok/s | 73 tok/s |
| Context Window | 256K | 1.1M |
| Released | 2026-04-02 | 2026-09-29 |
| Open Weights | Yes | No |
More comparisons
- Gemma 4 31b vs Deepseek V4 Pro
- Gemma 4 31b vs Fable 5.1
- Gemma 4 31b vs Gemini 4 Carbon
- Gemma 4 31b vs Glm 5.3
- Gemma 4 31b vs GPT 6 Astra
- Gemma 4 31b vs Grok 4.7
- Gemma 4 31b vs Kimi K3.1 Pro
- Gemma 4 31b vs Mimo V2.6 Pro
- Gemma 4 31b vs Minimax M3
- Gemma 4 31b vs Muse Wonder Full
- Gemma 4 31b vs Qwen3.8 Max 0902
- GPT 6.1 Sol vs Deepseek V4 Pro
- GPT 6.1 Sol vs Fable 5.1
- GPT 6.1 Sol vs Gemini 4 Carbon
- GPT 6.1 Sol vs Glm 5.3
- GPT 6.1 Sol vs GPT 6 Astra
- All comparisons