Google: Gemma 4 31B wins on more metrics (4 of 6), but the right pick depends on what you optimize for — see the breakdown below.
| Metric | Google: Gemma 4 31B | inclusionAI: Ring-2.6-1T |
|---|---|---|
| Intelligence Index | 39.2✓ | 38.5 |
| Coding Index | 38.7✓ | 33.3 |
| GPQA Diamond | 86% | 86% |
| Design Arena Elo | — | — |
| Speed (tokens/sec) | 65 | 77✓ |
| Latency | 266ms✓ | 2.3s |
| Input price /M | $0.120 | $0.075✓ |
| Output price /M | $0.350✓ | $0.625 |
| Context window | 262K | 262K |
| Capabilities | ReasoningToolsJSONVision | ReasoningToolsJSON |