Google: Gemini 3.1 Pro Preview wins on more metrics (6 of 9), but the right pick depends on what you optimize for — see the breakdown below.
| Metric | Google: Gemini 3.1 Pro Preview | Z.ai: GLM 5.1 |
|---|---|---|
| Intelligence Index | 46.5✓ | 40.2 |
| Coding Index | 68.8✓ | 55.8 |
| GPQA Diamond | 94%✓ | 87% |
| Design Arena Elo | 1347✓ | — |
| Speed (tokens/sec) | 103✓ | 101 |
| Latency | 2.8s | 304ms✓ |
| Input price /M | $2.00 | $0.966✓ |
| Output price /M | $12.00 | $3.04✓ |
| Context window | 1.0M✓ | 203K |
| Capabilities | ReasoningToolsJSONVisionAudio | ReasoningToolsJSON |