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Gemini 3.1 Pro Preview Custom Tools is a variant of Gemini 3.1 Pro that improves tool selection behavior by preventing overuse of a general bash tool when more efficient third-party or user-defined functions are available. This specialized preview endpoint significantly increases function calling reliability and ensures the model selects the most appropriate tool in coding agents and complex, multi-tool workflows. It retains the core strengths of Gemini 3.1 Pro, including multimodal reasoning across text, image, video, audio, and code, a 1M-token context window, and strong software engineering performance.
| Signal | Strength | Weight | Impact |
|---|---|---|---|
| Capabilitiesjust now | 83 | 30% | +25.0 |
| Recencyjust now | 100 | 15% | +15.0 |
| Context Windowjust now | 96 | 15% | +14.3 |
| Output Capacityjust now | 80 | 15% | +12.0 |
| Pricingjust now | 12 | 25% | +3.0 |
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Cost Estimator
$8.03/month more than category average