Google: gemini-3.1-pro
Gemini 3.1 Pro is our most advanced reasoning Gemini model, capable of solving complex problems. Gemini 3.1 Pro can comprehend vast datasets and challenging problems from different information sources, including text, audio, images, video, PDFs, and even entire code repositories with its 1M token context window. For more information on using the latest Gemini models, see Get started with Gemini 3. Quality improvements Gemini 3.1 Pro includes several quality improvements: Improved SWE and agentic capabilities: Improved software engineering behavior and usability, with agentic improvements in domains like finance and spreadsheet applications. Improved token efficiency and thinking: More efficient thinking across various use cases. Expanded thinking levels: Introduces MEDIUM as a thinking_level parameter for more options to optimize trade-offs between cost, performance, and speed.
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Parameter didukung
Semua penyedia = didukung oleh setiap upstream yang melayani model ini. Sebagian penyedia = tergantung upstream yang menangani permintaan. Bawaan = nilai yang dikirim saat Anda tidak mengaturnya.
| Parameter | Penyedia | Default |
|---|---|---|
| frequency_penalty | Sebagian penyedia | Tidak dikirim secara bawaan |
| include_reasoning | Semua penyedia | - |
| max_tokens | Semua penyedia | - |
| reasoning | Semua penyedia | - |
| reasoning_effort | Semua penyedia | - |
| response_format | Semua penyedia | - |
| seed | Semua penyedia | - |
| structured_outputs | Semua penyedia | - |
| temperature | Semua penyedia | Tidak dikirim secara bawaan |
| tool_choice | Semua penyedia | - |
| tools | Semua penyedia | - |
| top_p | Semua penyedia | Tidak dikirim secara bawaan |