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Pick 2–3 models to overlay their suite radars and line up every stat. Best value in each row is highlighted.
Verified data — every figure is cited. See sources.
Gemini 3.1 Pro Preview
Gemini 3.1 Pro PreviewGoogle
54.9VCI
| Metric | Gemini 3.1 Pro Preview |
|---|---|
| Vibe Coding Index | 54.9 ✓ |
| Intelligence | 47 ✓ |
| Coding | 69 ✓ |
| Agentic | 21 ✓ |
| Blended $/M | $4.5 ✓ |
| Input $/M | $2 ✓ |
| Output $/M | $12 ✓ |
| Output speed (tok/s) | — |
| Latency TTFT (s) | — |
| Context | 1M ✓ |
| Released | Feb 2026 |
| License | Proprietary |