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| {% data variables.copilot.copilot_gemini_25_pro %} | Deep reasoning and debugging | Complex code generation, debugging, and research workflows | Reasoning, vision |[{% data variables.copilot.copilot_gemini_25_pro %} model card](https://storage.googleapis.com/model-cards/documents/gemini-2.5-pro.pdf)|
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| {% data variables.copilot.copilot_grok_code %} | General-purpose coding and writing | Fast, accurate code completions and explanations | Agent mode |[{% data variables.copilot.copilot_grok_code %} model card](https://data.x.ai/2025-08-20-grok-4-model-card.pdf)|
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| {% data variables.copilot.copilot_qwen_25 %} | General-purpose coding and writing | Code generation, reasoning, and code repair / debugging | Reasoning |[{% data variables.copilot.copilot_qwen_25 %} model card](https://arxiv.org/pdf/2409.12186)|
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| {% data variables.copilot.copilot_swe_mini %}| General-purpose coding and writing | Fast, accurate code completions and explanations | Agent mode | Coming soon |
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| {% data variables.copilot.copilot_raptor_mini %} | General-purpose coding and writing | Fast, accurate code completions and explanations | Agent mode | Coming soon |
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## Task: General-purpose coding and writing
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Use these models for common development tasks that require a balance of quality, speed, and cost efficiency. These models are a good default when you don't have specific requirements.
| {% data variables.copilot.copilot_gpt_5_codex %} | Delivers higher-quality code on complex engineering tasks like features, tests, debugging, refactors, and reviews without lengthy instructions. |
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| {% data variables.copilot.copilot_gpt_5_mini %} | Reliable default for most coding and writing tasks. Fast, accurate, and works well across languages and frameworks. |
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| {% data variables.copilot.copilot_grok_code %} | Specialized for coding tasks. Performs well on code generation, and debugging across multiple languages. |
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| {% data variables.copilot.copilot_swe_mini %}| Specialized for fast, accurate code completions and explanations. |
| {% data variables.copilot.copilot_gpt_5_codex %} | Delivers higher-quality code on complex engineering tasks like features, tests, debugging, refactors, and reviews without lengthy instructions. |
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| {% data variables.copilot.copilot_gpt_5_mini %} | Reliable default for most coding and writing tasks. Fast, accurate, and works well across languages and frameworks. |
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| {% data variables.copilot.copilot_grok_code %} | Specialized for coding tasks. Performs well on code generation, and debugging across multiple languages. |
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| {% data variables.copilot.copilot_raptor_mini %} | Specialized for fast, accurate code completions and explanations. |
{% data variables.copilot.copilot_swe_mini %} is a good choice for common development tasks that benefit from general-purpose coding and writing. If you're working on tasks that require fast iteration, accurate code completions and explanations, {% data variables.copilot.copilot_swe_mini %} is likely the model to use.
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{% data variables.copilot.copilot_raptor_mini %} is a good choice for common development tasks that benefit from general-purpose coding and writing. If you're working on tasks that require fast iteration, accurate code completions and explanations, {% data variables.copilot.copilot_raptor_mini %} is likely the model to use.
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