Google: Gemini 3.1 Pro Preview wins on more metrics (5 of 9), but the right pick depends on what you optimize for — see the breakdown below.
| Metric | DeepSeek: DeepSeek V3.2 | Google: Gemini 3.1 Pro Preview |
|---|---|---|
| Intelligence Index | 41.7✓ | 41.3 |
| Coding Index | 36.7 | 39.4✓ |
| GPQA Diamond | 84% | 89%✓ |
| Design Arena Elo | 1221 | 1345✓ |
| Speed (tokens/sec) | 41 | 92✓ |
| Latency | 458ms✓ | 3.1s |
| Input price /M | $0.229✓ | $2.00 |
| Output price /M | $0.343✓ | $12.00 |
| Context window | 131K | 1.0M✓ |
| Capabilities | ReasoningToolsJSON | ReasoningToolsJSONVisionAudio |