Google: Gemini 3.1 Pro Preview wins on more metrics (5 of 8), but the right pick depends on what you optimize for — see the breakdown below.
| Metric | DeepSeek: DeepSeek V4 Pro | Google: Gemini 3.1 Pro Preview |
|---|---|---|
| Intelligence Index | 44.3 | 46.5✓ |
| Coding Index | 59.4 | 68.8✓ |
| GPQA Diamond | 89% | 94%✓ |
| Design Arena Elo | 1324 | 1347✓ |
| Speed (tokens/sec) | 56 | 103✓ |
| Latency | 549ms✓ | 2.8s |
| Input price /M | $0.435✓ | $2.00 |
| Output price /M | $0.870✓ | $12.00 |
| Context window | 1.0M | 1.0M |
| Capabilities | ReasoningToolsJSON | ReasoningToolsJSONVisionAudio |