Updated March 26, 2026· Based on independent benchmark data
Gemini 3.1 Pro Preview leads in intelligence with a score of 57.2 vs 30.8. Gemini 3.1 Pro Preview is 7.5x cheaper at $2.00/1M tokens vs $15/1M.
| Metric | o1 | Gemini 3.1 Pro Preview |
|---|---|---|
| Intelligence Score | 30.8 | 57.2 |
| Coding Score | 20.5 | 55.5 |
| Math Score | N/A | N/A |
| Speed (tok/s) | 96 tok/s | 113 tok/s |
| Latency (TTFT) | 21.19s | 23.84s |
| Input Price / 1M tokens | $15 | $2.00 |
| Output Price / 1M tokens | $60 | $12 |
| Context Window | 200K |
Gemini 3.1 Pro Preview outperforms o1 on the intelligence index with a score of 57.2 compared to 30.8. For coding tasks, Gemini 3.1 Pro Preview has the edge with a coding score of 55.5 vs 20.5.
Both models deliver similar output speeds: o1 at 96 tok/s and Gemini 3.1 Pro Preview at 113 tok/s. Time to first token is 21.19s for o1 vs 23.84s for Gemini 3.1 Pro Preview, which affects perceived responsiveness in interactive applications.
Gemini 3.1 Pro Preview is more affordable at $2.00/1M input tokens ($12/1M output), while o1 costs $15/1M input ($60/1M output). That makes o1 7.5x more expensive per token, which can add up significantly at scale. For a typical workload of 100 requests per day at 2,000 tokens each, o1 would cost approximately $90.00/month vs $12.00/month for Gemini 3.1 Pro Preview in input costs alone.
Gemini 3.1 Pro Preview offers a larger context window at 1.0M tokens compared to o1's 200K. This means Gemini 3.1 Pro Preview can process roughly 524 pages of text in a single request vs 100 pages for o1.
Choose Gemini 3.1 Pro Preview when you need higher intelligence (57.2), stronger coding performance (55.5), lower cost, larger context window (1.0M).
Gemini 3.1 Pro Preview scores higher on coding benchmarks (55.5 vs 20.5), making it the better choice for programming tasks.
Gemini 3.1 Pro Preview is cheaper at $2.00/1M input tokens vs $15/1M for o1.
Gemini 3.1 Pro Preview is faster, producing output at 113 tok/s compared to o1's 96 tok/s.
Yes, o1 supports image input. Gemini 3.1 Pro Preview also supports images.
Data last synced: March 26, 2026
| 1.0M |
| Max Output Tokens | N/A | N/A |
| Input Modalities | Text + Image + File | Audio + File + Image + Text + Video |
| Output Modalities | Text | Text |
| Free Tier | No | No |
Gemini 3.1 Pro Preview has a larger context window at 1.0M compared to o1's 200K.
It depends on your priorities. Gemini 3.1 Pro Preview scores higher on intelligence (57.2), but o1 may be better for specific use cases like budget-conscious projects or speed-critical applications.