Updated March 26, 2026· Based on independent benchmark data
Gemini 3.1 Pro Preview leads in intelligence with a score of 57.2 vs 29.4. For speed, Gemini 3.1 Pro Preview wins at 113 tok/s vs 0 tok/s.
| Metric | DeepSeek V3.2 Speciale | Gemini 3.1 Pro Preview |
|---|---|---|
| Intelligence Score | 29.4 | 57.2 |
| Coding Score | 37.9 | 55.5 |
| Math Score | 96.7 | N/A |
| Speed (tok/s) | 0 tok/s | 113 tok/s |
| Latency (TTFT) | 0.00s | 23.84s |
| Input Price / 1M tokens | Free | $2.00 |
| Output Price / 1M tokens | Free | $12 |
| Context Window |
Gemini 3.1 Pro Preview outperforms DeepSeek V3.2 Speciale on the intelligence index with a score of 57.2 compared to 29.4. For coding tasks, Gemini 3.1 Pro Preview has the edge with a coding score of 55.5 vs 37.9.
Gemini 3.1 Pro Preview generates output significantly faster at 113 tok/s compared to DeepSeek V3.2 Speciale's 0 tok/s, making it Infinityx faster for streaming responses. Time to first token is 0.00s for DeepSeek V3.2 Speciale vs 23.84s for Gemini 3.1 Pro Preview, which affects perceived responsiveness in interactive applications.
DeepSeek V3.2 Speciale is completely free, while Gemini 3.1 Pro Preview costs $2.00/1M input tokens and $12/1M output tokens.
Gemini 3.1 Pro Preview offers a larger context window at 1.0M tokens compared to DeepSeek V3.2 Speciale's 164K. This means Gemini 3.1 Pro Preview can process roughly 524 pages of text in a single request vs 82 pages for DeepSeek V3.2 Speciale.
Choose Gemini 3.1 Pro Preview when you need higher intelligence (57.2), stronger coding performance (55.5), faster output (113 tok/s), larger context window (1.0M).
Gemini 3.1 Pro Preview scores higher on coding benchmarks (55.5 vs 37.9), making it the better choice for programming tasks.
Gemini 3.1 Pro Preview is faster, producing output at 113 tok/s compared to DeepSeek V3.2 Speciale's 0 tok/s.
No, DeepSeek V3.2 Speciale does not support image input. However, Gemini 3.1 Pro Preview does support images.
Gemini 3.1 Pro Preview has a larger context window at 1.0M compared to DeepSeek V3.2 Speciale's 164K.
Data last synced: March 26, 2026
| 164K |
| 1.0M |
| Max Output Tokens | N/A | N/A |
| Input Modalities | Text | Audio + File + Image + Text + Video |
| Output Modalities | Text | Text |
| Free Tier | Yes | No |
It depends on your priorities. Gemini 3.1 Pro Preview scores higher on intelligence (57.2), but DeepSeek V3.2 Speciale may be better for specific use cases like cost savings or speed-critical applications.